Systems and methods to autonomously operate hydraulic fracturing units

Information

  • Patent Grant
  • 12065917
  • Patent Number
    12,065,917
  • Date Filed
    Monday, June 5, 2023
    a year ago
  • Date Issued
    Tuesday, August 20, 2024
    4 months ago
Abstract
Systems and methods for operating hydraulic fracturing units, each including a hydraulic fracturing pump to pump fracturing fluid into a wellhead and an internal combustion engine to drive the hydraulic fracturing pump, may include receiving signals indicative of operational parameters. The systems and methods also may include determining an amount of required fracturing power sufficient to perform the hydraulic fracturing operation, determining an available power to perform the hydraulic fracturing operation and a difference between the available power and the required power, and controlling operation of the hydraulic fracturing units based at least in part on the power difference. When the power difference is indicative of excess power available, the system and methods may include causing at least one of the hydraulic fracturing units to idle, and when the power difference is indicative of a power deficit, increasing a power output of at least one of the hydraulic fracturing units.
Description
TECHNICAL FIELD

The present disclosure relates to systems and methods for operating hydraulic fracturing units and, more particularly, to systems and methods for autonomously operating hydraulic fracturing units to pump fracturing fluid into a wellhead.


BACKGROUND

Hydraulic fracturing is an oilfield operation that stimulates the production of hydrocarbons, such that the hydrocarbons may more easily or readily flow from a subsurface formation to a well. For example, a hydraulic fracturing system may be configured to fracture a formation by pumping a fracturing fluid into a well at high pressure and high flow rates. Some fracturing fluids may take the form of a slurry including water, proppants, and/or other additives, such as thickening agents and/or gels. The slurry may be forced via one or more pumps into the formation at rates faster than can be accepted by the existing pores, fractures, faults, or other spaces within the formation. As a result, pressure may build rapidly to the point where the formation may fail and may begin to fracture. By continuing to pump the fracturing fluid into the formation, existing fractures in the formation are caused to expand and extend in directions away from a well bore, thereby creating additional flow paths to the well bore. The proppants may serve to prevent the expanded fractures from closing or may reduce the extent to which the expanded fractures contract when pumping of the fracturing fluid is ceased. Once the formation is fractured, large quantities of the injected fracturing fluid may be allowed to flow out of the well, and the production stream of hydrocarbons may be obtained from the formation.


Prime movers may be used to supply power to hydraulic fracturing pumps for pumping the fracturing fluid into the formation. For example, a plurality of gas turbine engines and/or reciprocating-piston engines may each be mechanically connected to a corresponding hydraulic fracturing pump via a transmission and operated to drive the hydraulic fracturing pump. The prime mover, hydraulic fracturing pump, transmission, and auxiliary components associated with the prime mover, hydraulic fracturing pump, and transmission may be connected to a common platform or trailer for transportation and set-up as a hydraulic fracturing unit at the site of a fracturing operation, which may include up to a dozen or more of such hydraulic fracturing units operating together to perform the fracturing operation.


Partly due to the large number of components of a hydraulic fracturing system, it may be difficult to efficiently and effectively control the output of the numerous hydraulic fracturing units and related components. For example, at times during a fracturing operation, there may be an excess or deficit of power available to perform the fracturing operation. Thus, when excess power exists, efficiency may be reduced by operating more of the hydraulic fracturing units than necessary to perform the fracturing operation. Alternatively, an operator of the hydraulic fracturing system may idle one or more of the hydraulic fracturing units to save energy. However, operating the prime movers at idle for an extended period of time may result in premature wear of the prime mover requiring more frequent maintenance. If, alternatively, a deficit of available power exists, an operator may cause the prime movers to operate at maximum power (or close to maximum power), which may lead to premature wear or failure of the prime mover, resulting in maintenance or replacement, as well as undesirable down time for the fracturing operation. In addition, because the conditions associated with a fracturing operation may often change during the fracturing operation, the power necessary to continue the fracturing operation may change over time, resulting in changes in the required power output to perform the fracturing operation. In such situations, it may be difficult for an operator to continuously monitor and change the outputs of the prime movers according to the changing conditions.


Accordingly, Applicant has recognized a need for systems and methods that provide improved operation of hydraulic fracturing units during hydraulic fracturing operations. The present disclosure may address one or more of the above-referenced drawbacks, as well as other possible drawbacks.


SUMMARY

As referenced above, due to the complexity of a hydraulic fracturing operation and the high number of machines involved, it may be difficult to efficiently and effectively control the power output of the prime movers and related components to perform the hydraulic fracturing operation, particularly during changing conditions. In addition, manual control of the hydraulic fracturing units by an operator may result in delayed or ineffective responses to instances of excesses and deficits of available power of the prime movers occurring during the hydraulic fracturing operation. Insufficiently prompt responses to such events may lead to inefficiencies or premature equipment wear or damage, which may reduce efficiency and lead to delays in completion of a hydraulic fracturing operation.


The present disclosure generally is directed to systems and methods for semi- or fully-autonomously operating hydraulic fracturing units to pump fracturing fluid into a wellhead. For example, in some embodiments, the systems and methods may provide semi- or fully-autonomous operation of a plurality of hydraulic fracturing units, for example, including controlling the power output of prime movers of the hydraulic fracturing units during operation of the plurality of hydraulic fracturing units for completion of a hydraulic fracturing operation.


According to some embodiments, a method of operating a plurality of hydraulic fracturing units, each of the hydraulic fracturing units including a hydraulic fracturing pump to pump fracturing fluid into a wellhead and an internal combustion engine to drive the hydraulic fracturing pump, may include receiving, at a power output controller, one or more operational signals indicative of operational parameters associated with pumping fracturing fluid into a wellhead according to performance of a hydraulic fracturing operation. The method also may include determining, via the power output controller based at least in part on the one or more operational signals, an amount of required fracturing power sufficient to perform the hydraulic fracturing operation. The method further may include receiving, at the power output controller, one or more characteristic signals indicative of fracturing unit characteristics associated with at least some of the plurality of hydraulic fracturing units. The method still further may include determining, via the power output controller based at least in part on the one or more characteristic signals, an available power to perform the hydraulic fracturing operation. The method also may include determining, via the power output controller, a power difference between the available power and the required power, and controlling operation of the at least some of the plurality of hydraulic fracturing units based at least in part on the power difference.


According some embodiments, a hydraulic fracturing control assembly to operate a plurality of hydraulic fracturing units, each of the hydraulic fracturing units including a hydraulic fracturing pump to pump fracturing fluid into a wellhead and an internal combustion engine to drive the hydraulic fracturing pump, may include an input device configured to facilitate communication of one or more operational signals indicative of operational parameters associated with pumping fracturing fluid into a wellhead according to performance of a hydraulic fracturing operation. The hydraulic fracturing control assembly also may include one or more sensors configured to generate one or more sensor signals indicative of one or more of a flow rate of fracturing fluid or a pressure associated with fracturing fluid. The hydraulic fracturing control assembly further may include a power output controller in communication with one or more of the plurality of hydraulic fracturing units, the input device, or the one or more sensors. The power output controller may be configured to receive the one or more operational signals indicative of operational parameters associated with pumping fracturing fluid into a wellhead according to performance of a hydraulic fracturing operation. The power output controller also may be configured to determine, based at least in part on the one or more operational signals, an amount of required fracturing power sufficient to perform the hydraulic fracturing operation. The power output controller further may be configured to receive one or more characteristic signals indicative of fracturing unit characteristics associated with at least some of the plurality of hydraulic fracturing units. The power output controller still further may be configured to determine, based at least in part on the one or more characteristic signals, an available power to perform the hydraulic fracturing operation, and determine a power difference between the available power and the required power. The power output controller also may be configured to control operation of the at least some of the plurality of hydraulic fracturing units based at least in part on the power difference.


According to some embodiments, a hydraulic fracturing system may include a plurality of hydraulic fracturing units. Each of the hydraulic fracturing units may include a hydraulic fracturing pump to pump fracturing fluid into a wellhead and an internal combustion engine to drive the hydraulic fracturing pump. The hydraulic fracturing system also may include an input device configured to facilitate communication of one or more operational signals indicative of operational parameters associated with pumping fracturing fluid into a wellhead according to performance of a hydraulic fracturing operation, and one or more sensors configured to generate one or more sensor signals indicative of one or more of a flow rate of fracturing fluid or a pressure associated with fracturing fluid. The hydraulic fracturing system also may include a power output controller in communication with one or more of the plurality of hydraulic fracturing units, the input device, or the one or more sensors. The power output controller may be configured to receive the one or more operational signals indicative of operational parameters associated with pumping fracturing fluid into a wellhead according to performance of a hydraulic fracturing operation. The power output controller also may be configured to determine, based at least in part on the one or more operational signals, an amount of required fracturing power sufficient to perform the hydraulic fracturing operation. The power output controller further may be configured to receive one or more characteristic signals indicative of fracturing unit characteristics associated with at least some of the plurality of hydraulic fracturing units. The power output controller still further may be configured to determine, based at least in part on the one or more characteristic signals, an available power to perform the hydraulic fracturing operation. The power output controller also may be configured to determine a power difference between the available power and the required power, and control operation of the at least some of the plurality of hydraulic fracturing units based at least in part on the power difference.


Still other aspects and advantages of these exemplary embodiments and other embodiments, are discussed in detail herein. Moreover, it is to be understood that both the foregoing information and the following detailed description provide merely illustrative examples of various aspects and embodiments, and are intended to provide an overview or framework for understanding the nature and character of the claimed aspects and embodiments. Accordingly, these and other objects, along with advantages and features of the present invention herein disclosed, will become apparent through reference to the following description and the accompanying drawings. Furthermore, it is to be understood that the features of the various embodiments described herein are not mutually exclusive and may exist in various combinations and permutations.





BRIEF DESCRIPTION OF THE DRAWINGS

The accompanying drawings, which are included to provide a further understanding of the embodiments of the present disclosure, are incorporated in and constitute a part of this specification, illustrate embodiments of the present disclosure, and together with the detailed description, serve to explain principles of the embodiments discussed herein. No attempt is made to show structural details of this disclosure in more detail than can be necessary for a fundamental understanding of the embodiments discussed herein and the various ways in which they can be practiced. According to common practice, the various features of the drawings discussed below are not necessarily drawn to scale. Dimensions of various features and elements in the drawings can be expanded or reduced to more clearly illustrate embodiments of the disclosure.



FIG. 1 schematically illustrates an example hydraulic fracturing system including a plurality of hydraulic fracturing units, and including a block diagram of a hydraulic fracturing control assembly according to embodiments of the disclosure.



FIG. 2 is a block diagram of an example hydraulic fracturing control assembly according to an embodiment of the disclosure.



FIG. 3 is a block diagram of an example method of operating a plurality of hydraulic fracturing units according to embodiments of the disclosure.



FIG. 4A is a block diagram of an example method of operating a plurality of hydraulic fracturing units according to embodiments of the disclosure.



FIG. 4B is a continuation of the block diagram of the example method of operating a plurality of hydraulic fracturing units shown in FIG. 4A, according to embodiments of the disclosure.



FIG. 4C is a continuation of the block diagram of the example method of operating a plurality of hydraulic fracturing units shown in FIGS. 4A and 4B, according to embodiments of the disclosure.



FIG. 4D is a continuation of the block diagram of the example method of operating a plurality of hydraulic fracturing units shown in FIGS. 4A, 4B, and 4C, according to embodiments of the disclosure.



FIG. 4E is a continuation of the block diagram of the example method of operating a plurality of hydraulic fracturing units shown in FIGS. 4A, 4B, 4C, and 4D, according to embodiments of the disclosure.



FIG. 4F is a continuation of the block diagram of the example method of operating a plurality of hydraulic fracturing units shown in FIGS. 4A, 4B, 4C, 4D, and 4E, according to embodiments of the disclosure.



FIG. 5 is a schematic diagram of an example power output controller configured to operate a plurality of hydraulic fracturing units according to embodiments of the disclosure.





DETAILED DESCRIPTION

The drawings include like numerals to indicate like parts throughout the several views, the following description is provided as an enabling teaching of exemplary embodiments, and those skilled in the relevant art will recognize that many changes may be made to the embodiments described. It also will be apparent that some of the desired benefits of the embodiments described can be obtained by selecting some of the features of the embodiments without utilizing other features. Accordingly, those skilled in the art will recognize that many modifications and adaptations to the embodiments described are possible and may even be desirable in certain circumstances. Thus, the following description is provided as illustrative of the principles of the embodiments and not in limitation thereof.


The phraseology and terminology used herein is for the purpose of description and should not be regarded as limiting. As used herein, the term “plurality” refers to two or more items or components. The terms “comprising,” “including,” “carrying,” “having,” “containing,” and “involving,” whether in the written description or the claims and the like, are open-ended terms, i.e., to mean “including but not limited to,” unless otherwise stated. Thus, the use of such terms is meant to encompass the items listed thereafter, and equivalents thereof, as well as additional items. The transitional phrases “consisting of” and “consisting essentially of,” are closed or semi-closed transitional phrases, respectively, with respect to any claims. Use of ordinal terms such as “first,” “second,” “third,” and the like in the claims to modify a claim element does not by itself connote any priority, precedence, or order of one claim element over another or the temporal order in which acts of a method are performed, but are used merely as labels to distinguish one claim element having a certain name from another element having a same name (but for use of the ordinal term) to distinguish claim elements.



FIG. 1 schematically illustrates a top view of an example hydraulic fracturing system 10 including a plurality of hydraulic fracturing units 12, and including a block diagram of a hydraulic fracturing control assembly 14 according to embodiments of the disclosure. In some embodiments, one or more of the hydraulic fracturing units 12 may include a hydraulic fracturing pump 16 driven by an internal combustion engine 18, such as a gas turbine engine or a reciprocating-piston engine and/or a non-gas turbine engine, such as a reciprocating-piston diesel engine. For example, in some embodiments, each of the hydraulic fracturing units 12 may include a directly-driven turbine (DDT) hydraulic fracturing pump 16, in which the hydraulic fracturing pump 16 is connected to one or more GTEs that supply power to the respective hydraulic fracturing pump 16 for supplying fracturing fluid at high pressure and high flow rates to a formation. For example, the GTE may be connected to a respective hydraulic fracturing pump 16 via a transmission 20 (e.g., a reduction transmission) connected to a drive shaft, which, in turn, is connected to a driveshaft or input flange of a respective hydraulic fracturing pump 16, which may be a reciprocating hydraulic fracturing pump. Other types of engine-to-pump coupling arrangements are contemplated.


In some embodiments, one or more of the GTEs may be a dual-fuel or bi-fuel GTE, for example, capable of being operated using of two or more different types of fuel, such as natural gas and diesel fuel, although other types of fuel are contemplated. For example, a dual-fuel or bi-fuel GTE may be capable of being operated using a first type of fuel, a second type of fuel, and/or a combination of the first type of fuel and the second type of fuel. For example, the fuel may include gaseous fuels, such as, for example, compressed natural gas (CNG), natural gas, field gas, pipeline gas, methane, propane, butane, and/or liquid fuels, such as, for example, diesel fuel (e.g., #2 diesel), bio-diesel fuel, bio-fuel, alcohol, gasoline, gasohol, aviation fuel, and other fuels as will be understood by those skilled in the art. Gaseous fuels may be supplied by CNG bulk vessels, a gas compressor, a liquid natural gas vaporizer, line gas, and/or well-gas produced natural gas. Other types and associated fuel supply sources are contemplated. The one or more internal combustion engines 18 may be operated to provide horsepower to drive the transmission 20 connected to one or more of the hydraulic fracturing pumps 16 to safely and successfully fracture a formation during a well stimulation project or fracturing operation.


In some embodiments, the fracturing fluid may include, for example, water, proppants, and/or other additives, such as thickening agents and/or gels. For example, proppants may include grains of sand, ceramic beads or spheres, shells, and/or other particulates, and may be added to the fracturing fluid, along with gelling agents to create a slurry as will be understood by those skilled in the art. The slurry may be forced via the hydraulic fracturing pumps 16 into the formation at rates faster than can be accepted by the existing pores, fractures, faults, or other spaces within the formation. As a result, pressure may build rapidly to the point where the formation fails and begins to fracture. By continuing to pump the fracturing fluid into the formation, existing fractures in the formation may be caused to expand and extend in directions away from a well bore, thereby creating additional flow paths to the well. The proppants may serve to prevent the expanded fractures from closing or may reduce the extent to which the expanded fractures contract when pumping of the fracturing fluid is ceased. Once the well is fractured, large quantities of the injected fracturing fluid may be allowed to flow out of the well, and the water and any proppants not remaining in the expanded fractures may be separated from hydrocarbons produced by the well to protect downstream equipment from damage and corrosion. In some instances, the production stream may be processed to neutralize corrosive agents in the production stream resulting from the fracturing process.


In the example shown in FIG. 1, the hydraulic fracturing system 10 may include one or more water tanks 22 for supplying water for fracturing fluid, one or more chemical additive units 24 for supplying gels or agents for adding to the fracturing fluid, and one or more proppant tanks 26 (e.g., sand tanks) for supplying proppants for the fracturing fluid. The example fracturing system 10 shown also includes a hydration unit 28 for mixing water from the water tanks 22 and gels and/or agents from the chemical additive units 24 to form a mixture, for example, gelled water. The example shown also includes a blender 30, which receives the mixture from the hydration unit 28 and proppants via conveyers 32 from the proppant tanks 26. The blender 30 may mix the mixture and the proppants into a slurry to serve as fracturing fluid for the hydraulic fracturing system 10. Once combined, the slurry may be discharged through low-pressure hoses 34, which convey the slurry into two or more low-pressure lines 36 in a frac manifold 38. In the example shown, the low-pressure lines 36 in the frac manifold 38 feed the slurry to the hydraulic fracturing pumps 16 through low-pressure suction hoses 40.


The hydraulic fracturing pumps 16, driven by the respective internal combustion engines 18, discharge the slurry (e.g., the fracturing fluid including the water, agents, gels, and/or proppants) at high flow rates and/or high pressures through individual high-pressure discharge lines 42 into two or more high-pressure flow lines 44, sometimes referred to as “missiles,” on the fracturing manifold 38. The flow from the high-pressure flow lines 44 is combined at the fracturing manifold 38, and one or more of the high-pressure flow lines 44 provide fluid flow to a manifold assembly 46, sometimes referred to as a “goat head.” The manifold assembly 46 delivers the slurry into a wellhead manifold 48. The wellhead manifold 48 may be configured to selectively divert the slurry to, for example, one or more wellheads 50 via operation of one or more valves. Once the fracturing process is ceased or completed, flow returning from the fractured formation discharges into a flowback manifold, and the returned flow may be collected in one or more flowback tanks as will be understood by those skilled in the art.


As schematically depicted in FIG. 1, one or more of the components of the fracturing system 10 may be configured to be portable, so that the hydraulic fracturing system 10 may be transported to a well site, quickly assembled, operated for a relatively short period of time until completion of a fracturing operation, at least partially disassembled, and transported to another location of another well site for use. For example, the components may be carried by trailers and/or incorporated into trucks, so that they may be easily transported between well sites.


As shown in FIG. 1, some embodiments of the hydraulic fracturing system 10 may include one or more electrical power sources 52 configured to supply electrical power for operation of electrically powered components of the hydraulic fracturing system 10. For example, one or more of the electrical power sources 52 may include an internal combustion engine 54 (e.g., a GTE or a non-GTE engine, such as a reciprocating-piston engine) provided with a source of fuel (e.g., gaseous fuel and/or liquid fuel) and configured to drive a respective electrical power generation device 56 to supply electrical power to the hydraulic fracturing system 10. In some embodiments, one or more of the hydraulic fracturing units 12 may include electrical power generation capability, such as an auxiliary internal combustion engine and an auxiliary electrical power generation device driven by the auxiliary internal combustion engine. As shown is FIG. 1, some embodiments of the hydraulic fracturing system 10 may include electrical power lines 56 for supplying electrical power from the one or more electrical power sources 52 to one or more of the hydraulic fracturing units 12.


Some embodiments also may include a data center 60 configured to facilitate receipt and transmission of data communications related to operation of one or more of the components of the hydraulic fracturing system 10. Such data communications may be received and/or transmitted via hard-wired communications cables and/or wireless communications, for example, according to known communications protocols as will be understood by those skilled in the art. For example, the data center 60 may contain at least some components of the hydraulic fracturing control assembly 14, such as a power output controller 62 configured to receive signals from components of the hydraulic fracturing system 10 and/or communicate control signals to components of the hydraulic fracturing system 10, for example, to at least partially control operation of one or more components of the hydraulic fracturing system 10, such as, for example, the internal combustion engines 18, the transmissions 20, and/or the hydraulic fracturing pumps 16 of the hydraulic fracturing units 12, the chemical additive units 24, the hydration units 28, the blender 30, the conveyers 32, the fracturing manifold 38, the manifold assembly 46, the wellhead manifold 48, and/or any associated valves, pumps, and/or other components of the hydraulic fracturing system 10.



FIGS. 1 and 2 also include block diagrams of example hydraulic fracturing control assemblies 14 according to embodiments of the disclosure. Although FIGS. 1 and 2 depict certain components as being part of the example hydraulic fracturing control assemblies 14, one or more of such components may be separate from the hydraulic fracturing control assemblies 14. In some embodiments, the hydraulic fracturing control assembly 14 may be configured to semi- or fully-autonomously monitor and/or control operation of one or more of the hydraulic fracturing units 12 and/or other components of the hydraulic fracturing system 10, for example, as described herein. For example, the hydraulic fracturing control assembly 14 may be configured to operate a plurality of the hydraulic fracturing units 12, each of which may include a hydraulic fracturing pump 16 to pump fracturing fluid into a wellhead 50 and an internal combustion engine 18 to drive the hydraulic fracturing pump 16 via the transmission 20.


As shown in FIGS. 1 and 2, some embodiments of the hydraulic fracturing control assembly 14 may include an input device 64 configured to facilitate communication of operational parameters 66 to the power output controller 62. In some embodiments, the input device 64 may include a computer configured to provide one or more operational parameters 66 to the power output controller 62, for example, from a location remote from the hydraulic fracturing system 10 and/or a user input device, such as a keyboard linked to a display associated with a computing device, a touchscreen of a smartphone, a tablet, a laptop, a handheld computing device, and/or other types of input devices. In some embodiments, the operational parameters 66 may include, but are not limited to, a target flow rate, a target pressure, a maximum flow rate, a maximum available power output, and/or a minimum flow rate associated with fracturing fluid supplied to the wellhead 50. In some examples, one or more operators associated with a hydraulic fracturing operation performed by the hydraulic fracturing system 10 may provide one more of the operational parameters 66 to the power output controller 62, and/or one or more of the operational parameters 66 may be stored in computer memory and provided to the power output controller 62 upon initiation of at least a portion of the hydraulic fracturing operation.


For example, an equipment profiler (e.g., a fracturing unit profiler) may calculate, record, store, and/or access data related each of the hydraulic fracturing units 12 including fracturing unit characteristics 70, which may include, but not limited to, fracturing unit data including, maintenance data associated with the hydraulic fracturing units 12 (e.g., maintenance schedules and/or histories associated with the hydraulic fracturing pump 16, the internal combustion engine 18, and/or the transmission 20), operation data associated with the hydraulic fracturing units 12 (e.g., historical data associated with horsepower (e.g., hydraulic horsepower), fluid pressures, fluid flow rates, etc. associated with operation of the hydraulic fracturing units 12), data related to the transmissions 20 (e.g., hours of operation, efficiency, and/or installation age), data related to the internal combustion engines 18 (e.g., hours of operation, maximum rated available power output (e.g., hydraulic horsepower), and/or installation age), information related to the hydraulic fracturing pumps 16 (e.g., hours of operation, plunger and/or stroke size, maximum speed, efficiency, health, and/or installation age), equipment health ratings (e.g., pump, engine, and/or transmission condition), and/or equipment alarm history (e.g., life reduction events, pump cavitation events, pump pulsation events, and/or emergency shutdown events). In some embodiments, the fracturing unit characteristics 70 may include, but are not limited to minimum flow rate, maximum flow rate, harmonization rate, pump condition, and/or the maximum available power output 71 (e.g., the maximum rated available power output (e.g., hydraulic horsepower) of the internal combustion engines 18.


In the embodiments shown in FIGS. 1 and 2, the hydraulic fracturing control assembly 14 may also include one or more sensors 72 configured to generate one or more sensor signals 74 indicative of a flow rate of fracturing fluid supplied by a respective one of the hydraulic fracturing pump 16 of a hydraulic fracturing unit 12 and/or supplied to the wellhead 50, a pressure associated with fracturing fluid provided by a respective hydraulic fracturing pump 16 of a hydraulic fracturing unit 12 and/or supplied to the wellhead 50, and/or an engine speed associated with operation of a respective internal combustion engine 18 of a hydraulic fracturing unit 12. For example, one or more sensors 72 may be connected to one or more of the hydraulic fracturing units 12 and may be configured to generate signals indicative of a fluid pressure supplied by an individual hydraulic fracturing pump 16 of a hydraulic fracturing unit 12, a flow rate associated with fracturing fluid supplied by a hydraulic fracturing pump 16 of a hydraulic fracturing unit 12, and/or an engine speed of an internal combustion engine 18 of a hydraulic fracturing unit 12. In some examples, one or more of the sensors 72 may be connected to the wellhead 50 and may be configured to generate signals indicative of fluid pressure of hydraulic fracturing fluid at the wellhead 50 and/or a flow rate associated with the fracturing fluid at the wellhead 50. Other sensors (e.g., other sensor types for providing similar or different information) at the same or other locations of the hydraulic fracturing system 10 are contemplated.


As shown in FIG. 2, in some embodiments, the hydraulic fracturing control assembly 14 also may include one or more blender sensors 76 associated with the blender 30 and configured to generate blender signals 78 indicative of an output of the blender 30, such as, for example, a flow rate and/or a pressure associated with fracturing fluid supplied to the hydraulic fracturing units 12 by the blender 30. Operation of one or more of the hydraulic fracturing units 12 may be controlled, for example, to prevent the hydraulic fracturing units 12 from supplying a greater flow rate of fracturing fluid to the wellhead 50 than the flow rate of fracturing fluid supplied by the blender 30, which may disrupt the fracturing operation and/or damage components of the hydraulic fracturing units 12 (e.g., the hydraulic fracturing pumps 16).


As shown in FIGS. 1 and 2, some embodiments of the hydraulic fracturing control assembly 14 may include the power output controller 62, which may be in communication with the plurality of hydraulic fracturing units 12, the input device 64, and/or one or more of the sensors 72 and/or 76. For example, communications may be received and/or transmitted between the power output controller 62, the hydraulic fracturing units 12, and/or the sensors 72 and/or 76, via hard-wired communications cables and/or wireless communications, for example, according to known communications protocols, as will be understood by those skilled in the art.


In some embodiments, the power output controller 62 may be configured to receive one or more operational parameters 66 associated with pumping fracturing fluid into the one or more wellheads 50. For example, the operational parameters 66 may include a target flow rate, a target pressure, a maximum pressure, a maximum flow rate, a duration of fracturing operation, a volume of fracturing fluid to supply to the wellhead 50, and/or a total work performed during the fracturing operation, etc. The power output controller 62 also may be configured to receive one or more fracturing unit characteristics 70, for example, associated with each of the hydraulic fracturing pumps 16 and/or the internal combustion engines 18 of the respective hydraulic fracturing units 12. As described previously herein, in some embodiments, the fracturing unit characteristics 70 may include a minimum flow rate, a maximum flow rate, a harmonization rate, a pump condition 82 (individually or collectively), an internal combustion engine condition, a maximum power output of the internal combustion engines 18 (e.g., the maximum rated power output) provided by the corresponding hydraulic fracturing pump 16 and/or internal combustion engine 18 of a respective hydraulic fracturing unit 12. The fracturing unit characteristics 70 may be provided by an operator, for example, via the input device 64 and/or via a fracturing unit profiler, as described previously herein.


In some embodiments, the power output controller 62 may be configured to determine whether the hydraulic fracturing units 12 have a capacity sufficient to achieve the operational parameters 66. For example, the power output controller 62 may be configured to make such determinations based at least in part on one or more of the fracturing unit characteristics 70, which the power output controller 62 may use to calculate (e.g., via summation) the collective capacity of the hydraulic fracturing units 12 to supply a sufficient flow rate and/or a sufficient pressure to achieve the operational parameters 66 at the wellhead 50. For example, the power output controller 62 may be configured to determine an available power to perform the hydraulic fracturing operation (e.g., hydraulic horsepower) and/or a total pump flow rate by combining at least one of the fracturing unit characteristics 70 for each of the plurality of hydraulic fracturing pumps 16 and/or internal combustion engines 18, and comparing the available power to a required fracturing power sufficient to perform the hydraulic fracturing operation. In some embodiments, determining the available power may include adding the maximum available power output of each of the internal combustion engines 18.


In some embodiments, the power output controller 62 may be configured to receive one or more operational signals indicative of operational parameters 66 associated with pumping fracturing fluid into a wellhead 50 according to performance of a hydraulic fracturing operation. The power output controller 62 also may be configured to determine, based at least in part on the one or more operational signals, an amount of required fracturing power sufficient to perform the hydraulic fracturing operation. The power output controller 62 further may be configured to receive one or more characteristic signals indicative of the fracturing unit characteristics 70 associated with at least some of the plurality of hydraulic fracturing units 12. The power output controller 62 still further may be configured to determine, based at least in part on the one or more characteristic signals, an available power to perform the hydraulic fracturing operation. The power output controller 62 also may be configured to determine a power difference between the available power and the required power, and control operation of the at least some of the hydraulic fracturing units 12 (e.g., including the internal combustion engines 18) based at least in part on the power difference.


In some embodiments, the power output controller 62 may be configured to cause one or more of the at least some hydraulic fracturing units 12 to idle during the fracturing operation, for example, when the power difference is indicative of excess power available to perform the hydraulic fracturing operation. For example, the power output controller 62 may be configured to generate one or more power output control signals 84 to control operation of the hydraulic fracturing units 12, including the internal combustion engines 18. In some embodiments, the power output controller 62 may be configured to idle at least a first one of the hydraulic fracturing units 12 (e.g., the associated internal combustion engine 18) while operating at least a second one of the hydraulic fracturing units 12, wait a period of time, and idle at least a second one of the hydraulic fracturing units while operating the first one of the hydraulic fracturing units 12. For example, the power output controller 62 may be configured to cause alternating between idling and operation of the hydraulic fracturing units 12 to reduce idling time for any one of the hydraulic fracturing units. This may reduce or prevent wear and/or damage to the internal combustion engines 18 of the associated hydraulic fracturing units 12 due to extended idling periods.


In some embodiments, the power output controller 62 may be configured to receive one or more wellhead signals 74 indicative of a fracturing fluid pressure at the wellhead 50 and/or a fracturing fluid flow rate at the wellhead 50, and control idling and operation of the at least some hydraulic fracturing units based at least in part on the one or more wellhead signals 74. In this example manner, the power output controller 62 may be able to dynamically adjust (e.g., semi- or fully-autonomously) the power outputs of the respective hydraulic fracturing units 12 in response to changing conditions associated with pumping fracturing fluid into the wellhead 50. This may result in relatively more responsive and/or more efficient operation of the hydraulic fracturing system 10 as compared to manual operation by one or more operators, which in turn, may reduce machine wear and/or machine damage.


In some embodiments, when the power difference is indicative of a power deficit to perform the hydraulic fracturing operation, the power output controller 62 may be configured to increase a power output of one or more of the hydraulic fracturing units 12, which in some embodiments may include respective gas turbine engines (e.g., the associated internal combustion engine 18) to supply power to a respective hydraulic fracturing pump 14 of a respective hydraulic fracturing unit 12. For example, the power output controller 62 may be configured to increase the power output of the hydraulic fracturing units 12 including a gas turbine engine by increasing the power output from a first power output ranging from about 80% to about 95% of maximum rated power output (e.g., about 90% of the maximum rated power output) to a second power output ranging from about 90% to about 110% of the maximum rated power output (e.g., about 105% or 108% of the maximum rated power output).


For example, in some embodiments, the power output controller 62 may be configured to increase the power output of the hydraulic fracturing units 12 including a gas turbine engine 18 by increasing the power output from a first power output ranging from about 80% to about 95% of maximum rated power output to a maximum continuous power (MCP) or a maximum intermittent power (MIP) available from the GTE-powered fracturing units 12. In some embodiments, the MCP may range from about 95% to about 105% (e.g., about 100%) of the maximum rated power for a respective GTE-powered hydraulic fracturing unit 12, and the MIP may range from about 100% to about 110% (e.g., about 105% or 108%) of the maximum rated power for a respective GTE-powered hydraulic fracturing unit 12.


In some embodiments, for hydraulic fracturing units 12 including a non-GTE, such as a reciprocating-piston diesel engine, when the power difference is indicative of a power deficit to perform the hydraulic fracturing operation, the power output controller 62 may be configured to increase a power output of one or more of the hydraulic fracturing units 12 (e.g., the associated diesel engine) to supply power to a respective hydraulic fracturing pump 14 of a respective hydraulic fracturing unit 12. For example, the power output controller 62 may be configured to increase the power output of the hydraulic fracturing units 12 including a diesel engine by increasing the power output from a first power output ranging from about 60% to about 90% of maximum rated power output (e.g., about 80% of the maximum rated power output) to a second power output ranging from about 70% to about 100% of the maximum rated power output (e.g., about 90% of the maximum rated power output).


In some embodiments, when the power difference is indicative of a power deficit to perform the hydraulic fracturing operation, the power output controller 62 may be configured to store operation data 86 associated with operation of hydraulic fracturing units 12 operated at an increased power output. Such operation data 86 may be communicated to one or more output devices 88, for example, as previously described herein. In some examples, the operation data 86 may be communicated to a fracturing unit profiler for storage. The fracturing unit profiler, in some examples, may use at least a portion of the operation data 86 to update a fracturing unit profile for one or more of the hydraulic fracturing units 12, which may be used as fracturing unit characteristics 70 for the purpose of future fracturing operations.


In some examples, the power output controller 62 may calculate the required hydraulic power required to complete the fracturing operation (e.g., one or more fracturing stage) and may receive fracturing unit data 68 from a fracturing unit profiler for each hydraulic fracturing unit 12, for example, to determine the available power output. The fracturing unit profiler associated with each fracturing unit 12 may be configured to take into account any detrimental conditions the hydraulic fracturing unit 12 has experienced, such as cavitation or high pulsation events, and reduce the available power output of that hydraulic fracturing unit 12. The reduced available power output may be used by the power output controller 62 when determining a total power output available from all the hydraulic fracturing units 12 of the hydraulic fracturing system 10. The power output controller 62 may be configured to cause utilization of hydraulic fracturing units 12 including non-GTE-engines (e.g., reciprocating piston-diesel engines) at 80% of maximum power output (e.g., maximum rated power output), and hydraulic fracturing units including a GTE at 90% of maximum power output (e.g., maximum rated power output). The power output controller 62 may be configured to subtracts the total available power output by the required power output, and determine if it there is a power deficit or excess available power. If an excess of power is available, the power output controller 62 may be configured to cause some hydraulic fracturing units 12 to go to idle and only utilize hydraulic fracturing units 12 sufficient to achieve the previously mentioned power output percentages. Because, in some examples, operating the internal combustion engines 18 at idle for a prolonged period of time may not be advisable and may be detrimental to the health of the internal combustion engines 18, the power output controller 62 may be configured to cause the internal combustion engines 18 to be idled for an operator-configurable time period before completely shutting down.


If there is a deficit of available power, the power output controller 62 may be configured to facilitate the provision of choices for selection by an operator for addressing the power output deficit, for example, via the input device 64. For example, for hydraulic fracturing units 12 including a GTE, the GTE may be operated at maximum continuous power (e.g., 100% of the total power maximum power output) or at maximum intermittent power (MIP, e.g., ranging from about 105% to about 110% of the total maximum power output). If the increase the available power output is insufficient and other non-GTE-powered (e.g., diesel engine-powered) hydraulic fracturing units 12 are operating in combination with the GTE-powered hydraulic fracturing units 12, the power output controller 62 may be configured to utilize additional non-GTE-powered hydraulic fracturing units 12 to achieve the required power output.


Because, in some examples, operating the hydraulic fracturing units 12 (e.g., the internal combustion engines 18) at elevated power output levels may increase maintenance cycles, which may be recorded in the associated hydraulic fracturing unit profiler and/or the power output controller 62, during the hydraulic fracturing operation, the power output controller 62 may be configured to substantially continuously (or intermittently) provide a preferred power output utilization of the internal combustion engines 18 and may be configured to initiate operation of hydraulic fracturing units 12, for example, to (1) reduce the power loading on the internal combustion engines 18 if an increase in fracturing fluid flow rate is required and/or (2) idle at least some of the internal combustion engines 18 if a reduction in fracturing fluid flow rate is experienced. In some examples, this operational strategy may increase the likelihood that the hydraulic fracturing units 12 are operated at a shared load and/or that a particular one or more of the hydraulic fracturing units 12 is not being over-utilized, which may result in premature maintenance and/or wear. It may not be desirable for operation hours for each of the hydraulic fracturing units 12 to be the same as one another, which might result in a substantially-simultaneous or concurrent fleet-wide maintenance being advisable, which would necessitate shut-down of the entire fleet for maintenance. In some embodiments, the power output controller 62 may be configured to stagger idling cycles associated with the hydraulic fracturing units 12 to reduce the likelihood or prevent maintenance being required substantially simultaneously.



FIGS. 3, 4A, 4B, 4C, 4D, 4E, and 4F are block diagrams of example methods 300 and 400 of operating a plurality of hydraulic fracturing units according to embodiments of the disclosure, illustrated as a collection of blocks in a logical flow graph, which represent a sequence of operations. In the context of software, the blocks represent computer-executable instructions stored on one or more computer-readable storage media that, when executed by one or more processors, perform the recited operations. Generally, computer-executable instructions include routines, programs, objects, components, data structures, and the like that perform particular functions or implement particular data types. The order in which the operations are described is not intended to be construed as a limitation, and any number of the described blocks can be combined in any order and/or in parallel to implement the methods.



FIG. 3 depicts a flow diagram of an embodiment of a method 300 of operating a plurality of hydraulic fracturing units, according to an embodiment of the disclosure. For example, the example method 300 may be configured to control operation of one or more hydraulic fracturing units depending, for example, on an amount of available power from operation of the hydraulic fracturing units and an amount of required fracturing power sufficient to perform a hydraulic fracturing operation, for example, as previously described herein.


The example method 300, at 302, may include receiving one or more operational signals indicative of operational parameters associated with pumping fracturing fluid into a wellhead according to performance of a hydraulic fracturing operation. For example, an operator of the hydraulic fracturing system may use an input device to provide operational parameters associated with the fracturing operation. A power output controller may receive the operational parameters as a basis for controlling operation of the hydraulic fracturing units.


At 304, the example method 300 further may include determining, via the power output controller based at least in part on the one or more operational signals, an amount of required fracturing power sufficient to perform the hydraulic fracturing operation. For example, the power output controller may be configured to calculate the total power output available based at least in part on fracturing unit characteristics received from a fracturing unit profiler, for example, as previously described herein.


At 306, the example method 300 also may include receiving, at the power output controller, one or more characteristic signals indicative of fracturing unit characteristics associated with at least some of the plurality of hydraulic fracturing units, for example, as discussed herein.


At 308, the example method 300 may also include determining, for example, via the power output controller, based at least in part on the one or more characteristic signals, an available power to perform the hydraulic fracturing operation, for example, as described previously herein.


The example method 300, at 310, also may include determining, for example, via the power output controller, a power difference between the available power and the required power, for example, as previously described herein.


At 312, the example method 300 also may include determining, for example, via the power output controller, whether there is excess power available or a power deficit based on the power difference, for example, as described herein.


If, at 312, it is determined that excess power is available, the example method 300, at 314 may include causing one or more of the hydraulic fracturing units to idle during the fracturing operation, for example, as described herein.


At 316, the example, method 300 may include alternating between idling and operation of the hydraulic fracturing units to reduce idling time for any one of the hydraulic fracturing units, for example, as previously described herein. Depending on, for example, changing conditions associated with the fracturing operation, this may be continued substantially until completion of the fracturing operation. For example, this may include receiving, for example, at the power output controller, one or more wellhead signals indicative of a fracturing fluid pressure at the wellhead and/or a fracturing fluid flow rate at the wellhead, and controlling idling and operation of the hydraulic fracturing units based at least in part on the one or more wellhead signals.


If at 312, it is determined that a power deficit exists, the example method 300, at 318, may include receiving, for example, at the power output controller, one or more wellhead signals indicative of a fracturing fluid pressure at the wellhead and/or a fracturing fluid flow rate at the wellhead.


At 320, the example method 300 may include increasing a power output of one or more of the hydraulic fracturing units, for example, as described previously herein.



FIGS. 4A, 4B, 4C, 4D, 4E, and 4F depict a flow diagram of an embodiment of a method 400 of operating a plurality of hydraulic fracturing units, according to an embodiment of the disclosure. For example, the example method 400 may be configured to control operation of one or more hydraulic fracturing units depending, for example, on an amount of available power from operation of the hydraulic fracturing units and an amount of required fracturing power sufficient to perform a hydraulic fracturing operation, for example, as previously described herein.


The example method 400, at 402, may include receiving one or more operator mode signals indicative of an autonomous or a semi-autonomous operation mode associated with pumping fracturing fluid into a wellhead according to performance of a hydraulic fracturing operation. For example, an operator of the hydraulic fracturing system may use an input device to provide operator mode signals identifying the mode of operation of the hydraulic fracturing system as being either autonomous or semi-autonomous, for example, so that an operator of the hydraulic fracturing system does not need to manually adjust power outputs and/or fluid outputs of the hydraulic fracturing system on a regular basis during the fracturing operation. In some embodiments of the method 400, a power output controller may receive the operator mode signals and, based at least in part on the operator mode signals, cause one or more of the hydraulic fracturing units to autonomously or semi-autonomously control the power output (e.g., the hydraulic horsepower output) and/or fluid output associated with one or more of the hydraulic fracturing units, for example, in response to the conditions of the fracturing operation dynamically changing, for example, as described herein.


At 404, the example method 400 may include receiving one or more operational signals indicative of operational parameters associated with the fracturing operation. For example, an operator of the hydraulic fracturing system may use an input device to provide operational parameters associated with the fracturing operation. The power output controller may receive the operational parameters and use one or more of the operational parameters as a basis for controlling operation of the hydraulic fracturing units, for example, as previously described herein. In some embodiments, the operational signals may include the one or more operator mode signals mentioned above.


The example method 400, at 406, may include determining an amount of total fracturing power required (e.g., the total hydraulic horsepower required) to perform the hydraulic fracturing stage based at least in part on the operational parameters. For example, the power output controller may receive the operational parameters and calculate a total power required to complete the fracturing operation, for example, as described previously herein.


At 408, the example method 400 may include receiving characteristic signals indicative of characteristics associated with one or more (e.g., each) of a plurality of hydraulic fracturing units. For example, one or more equipment profilers (e.g., pump profilers) associated with one or more of the hydraulic fracturing units may communicate information relating to performance capabilities and/or limitations of the one or more hydraulic fracturing units. For example, an equipment profiler (e.g., a pump profiler) associated with each of the hydraulic fracturing units may communicate information to the power output controller indicative of the power output and/or pumping capabilities of the respective hydraulic fracturing unit, for example, as described previously herein.


At 410, the example method 400 may include determining the power output (e.g., the hydraulic horsepower) available for each of the hydraulic fracturing units based at least in part on the characteristic signals. For example, the power output controller, based at least in part on information included in the characteristic signals (e.g., the characteristics associated with the respective hydraulic fracturing unit), may be configured to calculate the power output and/or pumping capability of the respective hydraulic fracturing unit, for example, as described previously herein.


The example method 400, at 412, may include determining the total power output (e.g., the hydraulic horsepower output) available for all the hydraulic fracturing units based at least in part on the characteristic signals. For example, the power output controller may be configured to calculate the total power output available for all the operational hydraulic fracturing units by adding or summing the respective power output capabilities of each of the operational hydraulic fracturing units of the hydraulic fracturing system, for example, as previously described herein. In some embodiments, the total power output available may be determined based at least in part on the pump pressure provided during a previous job (e.g., an immediately previous job) multiplied by the maximum rate provided during the previous job. In some embodiments, the power output controller may be configured to calculate the total power output available by multiplying each of the respective rated maximum power outputs of each of the non-GTE-powered hydraulic fracturing units (e.g., the diesel-powered hydraulic fracturing units) by a non-GTE power factor (e.g., ranging from about 70% to about 90% (e.g., about 80%)) and summing each of the non-GTE power outputs to determine a total non-GTE-powered fracturing unit power output, and multiplying each of the respective rated maximum power outputs of each of the GTE-powered hydraulic fracturing units by a GTE power factor (e.g., ranging from about 85% to about 95% (e.g., about 90%)) and summing each of the GTE power outputs to determine a total GTE-powered fracturing unit power output. Thereafter, the power output controller may be configured to determine the total power output available for the hydraulic fracturing system by adding the total non-GTE power output to the total GTE power output.


At 414, the example method 400 may include determining whether the total power output available is greater than or equal to the total fracturing power required. For example, the power output controller may be configured to subtract the total fracturing power required from the total power output available and determine whether the result is greater than or equal to zero. If not, example method may go to 440 (see FIG. 4C).


If at 414, it is determined that the total power output available is greater than or equal to the total fracturing power required, at 416, the example method 400 may include determining the excess power available (if any).


At 418, the example method 400 may include identifying hydraulic fracturing units that may be idled, for example, while the remaining operational hydraulic fracturing units have the capacity to provide the total fracturing power required. For example, if at 416, it is determined that excess power is available, based at least in part on the characteristic signals received from the equipment profilers, the power output controller may be configured to identify the hydraulic fracturing units that may be idled while still having a sufficient amount of fracturing power available from the remaining (non-idled) hydraulic fracturing units to provide the total fracturing power required to successfully complete the fracturing operation (e.g., a fracturing stage).


At 420 (FIG. 4B), the example method 400 may include determining whether the hydraulic fracturing units that can be idled are non-gas turbine engine (non-GTE)-powered (e.g., reciprocating-piston diesel-powered) or GTE-powered fracturing units. For example, the power output controller may be configured to determine whether the total fracturing power required can be provided solely by GTE-powered hydraulic fracturing units. In some embodiments, using only GTE-powered hydraulic fracturing may result in more efficient completion of the fracturing stage relative to the use of non-GTE-powered fracturing units, such as diesel-powered fracturing units.


If, at 420, it is determined that GTE-powered fracturing units will be idled, at 422, the example method 400 may include generating warning signal indicative that one or more GTE-powered hydraulic fracturing unit(s) are being idled. For example, the power output controller may be configured to generate such a warning signal, which may be communicated to an operator, for example, via a communication device, such as a visual display configured communicate the warning to the operator. The warning may be visual, audible, vibrational, haptic, or a combination thereof.


If, at 420, it is determined that only non-GTE-powered hydraulic fracturing units will be idled, at 424, the example method may include causing unneeded non-GTE-powered hydraulic fracturing units to idle. In some embodiments, for non-GTE-powered fracturing units being idled, the method may also include idling one or more of the fracturing units for a period of time and thereafter shutting down the non-GTE engines of those one or more idled fracturing units.


At 426, the method may further include generating a warning signal indicative of the idling of the one or more non-GTE-powered hydraulic fracturing units being idled. For example, the power output controller may be configured to communicate such a warning signal to a communication device, for example, as described above.


At 428, the example method 400 may include determining whether all the GTE-powered hydraulic fracturing units are needed to meet the total power required for successfully completing the hydraulic fracturing operation (e.g., the fracturing stage). For example, the power output controller may be configured to determine the total power output available from all the GTE-powered fracturing units not idled and determining whether that is greater than or equal to the total power required.


If, at 428, it is determined that all the GTE-powered hydraulic fracturing units are needed to meet the total power required, at 430, the example method 400 may include causing the power output of the operating GTE-powered hydraulic fracturing units to be substantially evenly distributed to meet the total power required. For example, the power output controller may be configured to communicate control signals to the GTE-powered hydraulic fracturing units to cause the appropriate power output (e.g., hydraulic horsepower output) by the respective GTE-powered hydraulic fracturing units.


At 432, the example method 400 may include monitoring pressure output and/or power output of operating GTE-powered hydraulic fracturing units during the hydraulic fracturing operation and, in some examples, dynamically adjusting the power output of the GTE-powered hydraulic fracturing units autonomously or semi-autonomously as fracturing conditions change.


At 434, the example method 400 may include causing unneeded GTE-powered hydraulic fracturing units to idle. For example, the power output controller may be configured to communicate control signals to the GTE-powered hydraulic fracturing units to cause the appropriate respective GTE-powered hydraulic fracturing units to idle. Also, if, at 428, it is determined that not all the GTE-powered hydraulic fracturing units are needed to meet the total power required, the example method 400 may advance to 434, and the example method 400 may include causing unneeded GTE-powered hydraulic fracturing units to idle. In some embodiments, the power output controller may be configured to cause one or more of the idled hydraulic fracturing units to shut down, for example, after a period of time. In some embodiments, the power output controller may be configured to cause all, or a subset, of the hydraulic fracturing units to alternate between operation and idling, for example, while continuing to perform the fracturing operation.


At 436 (FIG. 4C), the example method 400 may include generating a warning signal indicative of idled GTE-powered hydraulic fracturing units being idled. For example, the power output controller may be configured to communicate such a warning signal to a communication device, for example, as described above.


At 438, the example method 400 may include increasing the power output of one or more of the operating (un-idled) GTE-powered hydraulic fracturing units to meet the total fracturing power required. For example, the power output controller may be configured to communicate control signals to the un-idled GTE-powered hydraulic fracturing units to cause one or more of the GTE-powered hydraulic fracturing units to increase, if necessary, to collectively provide sufficient power to meet the total fracturing power required. Thereafter, the example method 400, in some embodiments, may advance to 484 (see FIG. 4F) and may include monitoring the pressure output and/or the power output of the operating hydraulic fracturing units, and, at 486, causing the operating hydraulic fracturing units to substantially maintain pressure output and/or power output to meet the total power fracturing power required until the end of the fracturing stage, an automatic emergency shutdown occurs, or shut down by an operator occurs.


If, at 414 (see FIG. 4A), it is determined that the total power output available is less than the total fracturing power required, at 440, the example method 400 may include determining the amount of additional power needed to meet the total fracturing power required. For example, the power output controller may be configured to calculate the difference between the total power output available and the total fracturing power required to arrive at the additional power needed to meet the total fracturing power required.


At 442, the example method 400 may include determining whether the maximum continuous power (MCP) or the maximum intermittent power (MIP) available from the GTE-powered fracturing units is sufficient to meet the total fracturing power required. In some embodiments, the MCP may range from about 95% to about 105% (e.g., about 100%) of the maximum rated power for a respective GTE-powered hydraulic fracturing unit, and the MIP may range from about 100% to about 110% (e.g., about 105% or 108%) of the maximum rated power for a respective GTE-powered hydraulic fracturing unit. In some embodiments, the power output controller may be configured to determine the MCP and/or the MIP for each of the respective GTE-powered hydraulic fracturing units, for example, based at least in part in the characteristic signals for each of the respective hydraulic fracturing units, and calculate the total MCP output and/or the total MIP output available for all the GTE-powered hydraulic fracturing units and determine whether the total available MCP and/or MIP is greater than or equal to the total fracturing power required.


If, at 442, it is determined that the MCP or MIP available from the GTE-powered fracturing units is not sufficient to meet the total fracturing power required, the example method 400 may include advancing to 454 (FIG. 4D), and may include determining whether more power is needed to meet the total fracturing power required. If not, the example method may further include advancing to 484 (see FIG. 4F) and monitoring the pressure output and/or the power output of the operating hydraulic fracturing units. Thereafter, at 486, the example method 400 may further include causing the operating hydraulic fracturing units to substantially maintain pressure output and/or power output to meet the total power fracturing power required until the end of the fracturing stage, an automatic emergency shutdown occurs, or shut down by an operator occurs.


If, at 442, it is determined that the MCP or MIP available from the GTE-powered fracturing units is sufficient to meet the total fracturing power required, the example method 400, at 444, may include generating one or more MCP or MIP signals indicative that available MCP or MIP of the GTE-powered hydraulic fracturing units is sufficient to meet the total fracturing power required. For example, the power output controller may be configured to communicate an MCP or MIP signal to a communication device, for example, as described above, for advising an operator that the MCP or MIP available from the GTE-powered fracturing units is sufficient to meet the total fracturing power required.


At 446, the example method 400 may include generating a query requesting whether an operator wants to operate the GTE-powered fracturing units at MCP or MIP. For example, the power output controller may be configured to communicate a prompt or query to a communication device, for example, as described above, for requesting whether an operator wants to operate the GTE-powered fracturing units at MCP or MIP to meet the total fracturing power required.


The example method, at 448, may include receiving an MCP or MIP accept signal indicative that operator wants to operate GTE-powered fracturing units at MCP or MIP, for example, to meet the total fracturing power required. For example, the power output controller may be configured to receive a response to the query at 446 from an operator via a communications link.


At 450, if the MCP or MIP accept signal is received, the example method 400 may include identifying the GTE-powered fracturing units operating at MCP or MIP required to meet the total fracturing power required. For example, the power output controller may be configured to determine the GTE-powered hydraulic fracturing units required to be operated at MCP or MIP to meet the total fracturing power required. In some embodiments, all the operating GTE-powered fracturing units may be operated at MCP, some of the operating GTE-powered fracturing units may be operated at MCP, all the operating GTE-powered fracturing units may be operated at MIP, some of the operating GTE-powered fracturing units may be operated at MIP, or some of the operating GTE-powered fracturing units may be operated at MCP while the other operating GTE-powered fracturing units may be operated at MIP.


At 452, the example method may include causing the GTE-powered hydraulic fracturing units identified at 450 to operate at MCP and/or MIP. For example, the power output controller may be configured to communicate control signals to the identified GTE-powered hydraulic fracturing units such that they operate at MCP and/or MIP. Thereafter, the example method 400 may include advancing to 484 (FIG. 4F), and the pressure output and/or the power output of the GTE-powered hydraulic fracturing units may be monitored, including those operating at MCP and/or MIP. Thereafter, at 486, the example method 400 may further include causing the operating hydraulic fracturing units to substantially maintain pressure output and/or power output to meet the total power fracturing power required until the end of the fracturing stage, automatic emergency shutdown, or shut down by operator.


At 454, the example method 400 may include determining whether more power is needed (e.g., beyond the GTE-powered hydraulic fracturing units operating at MCP and/or MIP and the non-GTE-powered operating at the rated maximum power discounted by the first non-GTE power factor (e.g., at about 80% of maximum rated power)) to meet the total fracturing power required. For example, if all the GTE-powered hydraulic fracturing units are operating at MCP or MIP and all the non-GTE-powered hydraulic fracturing units are operating at rated maximum power discounted by the first non-GTE power factor, and this is still insufficient to meet the total fracturing power required, the method 400, at 454, may include determining whether more power is needed to meet the total fracturing power required.


If, at 454, it is determined that no additional power is need to meet the total fracturing power required, the example method 400 may advance to 484 (FIG. 4F), and the pressure output and/or the power output of the GTE-powered hydraulic fracturing units operating at MCP and/or MIP may be monitored. Thereafter, at 486, the example method 400 may further include causing the operating hydraulic fracturing units to substantially maintain pressure output and/or power output to meet the total power fracturing power required until the end of the fracturing stage, an automatic emergency shutdown occurs, or shut down by an operator occurs.


If, at 454, or at 442, it is determined that the MCP and/or MIP available from the GTE-powered fracturing units is not sufficient to meet the total fracturing power required, the example method 400 may advance to 456, and may include generating a warning signal indicative that non-GTE-powered fracturing units are required to operate at a higher power output (e.g., higher than maximum rated output discounted by the first non-GTE power factor) to meet the total fracturing power required. Since the GTE-powered hydraulic fracturing units operating at MCP and/or MIP, combined with the non-GTE-powered hydraulic fracturing units operating at maximum rated power discounted by the first non-GTE power factor, are not able to meet the total fracturing power required, the power output controller may determine that additional power is required to meet the total fracturing power required, and thus, an option may be operating the non-GTE-powered hydraulic fracturing units a power output higher than the maximum rated power discounted by the first non-GTE power factor. Thus, the power output controller, in some embodiments, may be configured to communicate a warning signal to a communication device, for example, as described above, indicative that non-GTE-powered fracturing units are required to operate at a higher power output to meet the total fracturing power required.


At 458, the example method 400 may include generating a query requesting whether an operator wants to operate non-GTE-powered fracturing units at a first higher power output, such as, for example, a power output ranging from about 80% to about 90% of the maximum rated power output. For example, the power output controller may be configured to communicate a prompt or query to a communication device, for example, as described above, for requesting whether an operator wants to operate the non-GTE-powered hydraulic fracturing units at the first higher power output to meet the total fracturing power required.


The example method, at 460, may include receiving a first power increase signal indicative that the operator wants to operate non-GTE-powered hydraulic fracturing units at the first higher power output. For example, the power output controller may be configured to receive a response to the query at 456 from an operator via a communications link. If no first power increase signal is received, the example method 400 may include advancing to 484 (FIG. 4F), and the pressure output and/or the power output of the GTE-powered and non-GTE-powered hydraulic fracturing units may be monitored. Thereafter, at 486, the example method 400 may further include causing the operating hydraulic fracturing units to substantially maintain the available pressure output and/or power output until the end of the fracturing stage, an automatic emergency shutdown occurs, or shut down by an operator occurs.


At 462, if at 460 the first power increase signal is received, the example method 400 may include causing the non-GTE-powered fracturing units to operate at the first higher power output. For example, the power output controller may be configured to communicate control signals to the non-GTE-powered hydraulic fracturing units to cause one or more of the non-GTE-powered hydraulic fracturing units to increase power output to the first increased power output level.


The example method 400, at 464, may include determining whether the non-GTE-powered fracturing units are operating at the first higher power output. If not, the example method 400 may return to 462 to cause the non-GTE-powered hydraulic fracturing units to operate at the first higher power output and/or or communicate a signal to the operator indicative of the failure of the non-GTE-powered hydraulic fracturing units to operate at the first higher output.


If, at 464, it is determined that the non-GTE-powered fracturing units are operating at the first higher power output, at 466, the example method 400 may include generating a first fracturing unit life reduction event signal indicative of a reduction of the service life of the non-GTE-powered fracturing units operating at the first higher output. Because operating the non-GTE-powered hydraulic fracturing units at the first higher output may increase the wear rate of the affected hydraulic fracturing units, the power output controller may generate one or more first fracturing unit life reduction event signals, which may be communicated and/or stored in the equipment profiler(s) associated with each of the affected hydraulic fracturing units. This may be taken into account in the future when determining unit health metrics and/or service intervals for one or more components of the affected units.


At 468 (FIG. 4E), the example method 400 may include determining whether more power is needed to meet the total fracturing power required. If it is determined that no additional power is needed to meet the total fracturing power required, the example method 400 may advance to 484 (FIG. 4F), and the pressure output and/or the power output of the GTE-powered hydraulic fracturing units operating at MCP and/or MIP and the non-GTE-powered hydraulic fracturing units operating at the first higher output may be monitored. Thereafter, at 486, the example method 400 may further include causing the operating hydraulic fracturing units to substantially maintain pressure output and/or power output to meet the total power fracturing power required until the end of the fracturing stage, an automatic emergency shutdown occurs, or shut down by an operator occurs.


If at 468, it is determined that additional power is needed to meet the total fracturing power required, the example method 400, at 470, may include generating a query requesting whether an operator wants to operate non-GTE-powered fracturing units at a second higher power output, such as, for example, ranging from about 85% to about 95% (e.g., at about 90%) of the maximum rated power output. For example, the power output controller may be configured to communicate a prompt or query to a communication device, for example, as described above, for requesting whether an operator wants to operate the non-GTE-powered hydraulic fracturing units at the second higher power output to meet the total fracturing power required.


The example method, at 472, may include receiving a second power increase signal indicative that the operator wants to operate non-GTE-powered hydraulic fracturing units at the second higher power output. For example, the power output controller may be configured to receive a response to the query at 470 from an operator via a communications link. If no second power level signal is received, the example method 400 may include advancing to 484 (FIG. 4F), and the pressure output and/or the power output of the GTE-powered and non-GTE-powered hydraulic fracturing units may be monitored. Thereafter, at 486, the example method 400 may further include causing the operating hydraulic fracturing units to substantially maintain the available pressure output and/or power output until end of the fracturing stage, an automatic emergency shutdown occurs, or shut down by the operator occurs.


At 474, if at 472 the second power increase signal is received, the example method 400 may include causing the non-GTE-powered fracturing units to operate at the second higher power output. For example, the power output controller may be configured to communicate control signals to the non-GTE-powered hydraulic fracturing units to cause one or more of the non-GTE-powered hydraulic fracturing units to increase power output to the second increased power output level.


The example method 400, at 476, may include determining whether the non-GTE-powered fracturing units are operating at the second higher power output. If not, the example method 400 may return to 474 to cause the non-GTE-powered hydraulic fracturing units to operate at the second higher power output and/or or communicate a signal to the operator indicative of the failure of the non-GTE-powered hydraulic fracturing units to operate at the second higher output.


If, at 476, it is determined that the non-GTE-powered fracturing units are operating at the second higher power output, at 478, the example method 400 may include generating a second fracturing unit life reduction event signal indicative of a reduction of the service life of the non-GTE-powered fracturing units operating at the second higher output. Because operating the non-GTE-powered hydraulic fracturing units at the second higher output may increase the wear rate of the affected hydraulic fracturing units, the power output controller may generate one or more second fracturing unit life reduction event signals, which may be communicated and/or stored in the equipment profiler(s) associated with each of the affected hydraulic fracturing units. This may be taken into account in the future when determining unit health metrics and/or service intervals for one or more components of the affected units.


At 480 (FIG. 4F), the example method 400 may include determining whether more power is needed to meet the total fracturing power required. For example, the power output controller may be configured to determine whether, with the GTE-powered hydraulic fracturing units operating at MCP and/or MIP and the non-GTE-powered hydraulic fracturing units operating at the second higher output, the hydraulic fracturing units are still providing insufficient power output.


If so, at 482, the example method 400 may include generating a warning signal indicative that a second higher power output provided by the non-GTE-powered hydraulic fracturing units is unable to meet the total fracturing power required, and at 484, the example method 400 may include monitoring the pressure output and/or power output of the hydraulic fracturing units. If, at 480, it is determined that no additional power is needed to meet the total fracturing power required, the example method 400 may advance to 484 (e.g., without generating the warning signal of 482), and the example method 400 may include monitoring the pressure output and/or power output of the hydraulic fracturing units.


At 486, the example method 400 may include causing the hydraulic fracturing units to substantially maintain pressure output and/or power output to meet the total power fracturing power required until the end of the fracturing stage, an automatic emergency shutdown occurs, or shut down by an operator occurs. For example, the power output controller may be configured to communicate control signals to the non-GTE-powered and GTE-powered hydraulic fracturing units to cause the hydraulic fracturing units to substantially maintain pressure output and/or power output to meet the total power fracturing power required until the end of the fracturing stage, automatic emergency shutdown occurs, or shut down by operator occurs.


It should be appreciated that subject matter presented herein may be implemented as a computer process, a computer-controlled apparatus, a computing system, or an article of manufacture, such as a computer-readable storage medium. While the subject matter described herein is presented in the general context of program modules that execute on one or more computing devices, those skilled in the art will recognize that other implementations may be performed in combination with other types of program modules. Generally, program modules include routines, programs, components, data structures, and other types of structures that perform particular tasks or implement particular abstract data types.


Those skilled in the art will also appreciate that aspects of the subject matter described herein may be practiced on or in conjunction with other computer system configurations beyond those described herein, including multiprocessor systems, microprocessor-based or programmable consumer electronics, minicomputers, mainframe computers, handheld computers, mobile telephone devices, tablet computing devices, special-purposed hardware devices, network appliances, and the like.



FIG. 5 illustrates an example power output controller 62 configured for implementing certain systems and methods for controlling operation of a plurality of hydraulic fracturing units that may each include a non-GTE-engine or a GTE (e.g., a dual- or bi-fuel GTE configured to operate using two different types of fuel) according to embodiments of the disclosure, for example, as described herein. The power output controller 62 may include one or more processor(s) 500 configured to execute certain operational aspects associated with implementing certain systems and methods described herein. The processor(s) 500 may communicate with a memory 502. The processor(s) 500 may be implemented and operated using appropriate hardware, software, firmware, or combinations thereof. Software or firmware implementations may include computer-executable or machine-executable instructions written in any suitable programming language to perform the various functions described. In some examples, instructions associated with a function block language may be stored in the memory 502 and executed by the processor(s) 500.


The memory 502 may be used to store program instructions that are loadable and executable by the processor(s) 500, as well as to store data generated during the execution of these programs. Depending on the configuration and type of the power output controller 62, the memory 502 may be volatile (such as random access memory (RAM)) and/or non-volatile (such as read-only memory (ROM), flash memory, etc.). In some examples, the memory devices may include additional removable storage 504 and/or non-removable storage 506 including, but not limited to, magnetic storage, optical disks, and/or tape storage. The disk drives and their associated computer-readable media may provide non-volatile storage of computer-readable instructions, data structures, program modules, and other data for the devices. In some implementations, the memory 502 may include multiple different types of memory, such as static random access memory (SRAM), dynamic random access memory (DRAM), or ROM.


The memory 502, the removable storage 504, and the non-removable storage 506 are all examples of computer-readable storage media. For example, computer-readable storage media may include volatile and non-volatile, removable and non-removable media implemented in any method or technology for storage of information such as computer-readable instructions, data structures, program modules or other data. Additional types of computer storage media that may be present may include, but are not limited to, programmable random access memory (PRAM), SRAM, DRAM, RAM, ROM, electrically erasable programmable read-only memory (EEPROM), flash memory or other memory technology, compact disc read-only memory (CD-ROM), digital versatile discs (DVD) or other optical storage, magnetic cassettes, magnetic tapes, magnetic disk storage or other magnetic storage devices, or any other medium which may be used to store the desired information and which may be accessed by the devices. Combinations of any of the above should also be included within the scope of computer-readable media.


The power output controller 62 may also include one or more communication connection(s) 508 that may facilitate a control device (not shown) to communicate with devices or equipment capable of communicating with the power output controller 62. The power output controller 62 may also include a computer system (not shown). Connections may also be established via various data communication channels or ports, such as USB or COM ports to receive cables connecting the power output controller 62 to various other devices on a network. In some examples, the power output controller 62 may include Ethernet drivers that enable the power output controller 62 to communicate with other devices on the network. According to various examples, communication connections 508 may be established via a wired and/or wireless connection on the network.


The power output controller 62 may also include one or more input devices 510, such as a keyboard, mouse, pen, voice input device, gesture input device, and/or touch input device. The one or more input device(s) 510 may correspond to the one or more input devices 64 described herein with respect to FIGS. 1 and 2. It may further include one or more output devices 512, such as a display, printer, and/or speakers. In some examples, computer-readable communication media may include computer-readable instructions, program modules, or other data transmitted within a data signal, such as a carrier wave or other transmission. As used herein, however, computer-readable storage media may not include computer-readable communication media.


Turning to the contents of the memory 502, the memory 502 may include, but is not limited to, an operating system (OS) 514 and one or more application programs or services for implementing the features and embodiments disclosed herein. Such applications or services may include remote terminal units 516 for executing certain systems and methods for controlling operation of the hydraulic fracturing units 12 (e.g., semi- or full-autonomously controlling operation of the hydraulic fracturing units 12), for example, upon receipt of one or more control signals generated by the power output controller 62. In some embodiments, each of the hydraulic fracturing units 12 may include a remote terminal unit 516. The remote terminal units 516 may reside in the memory 502 or may be independent of the power output controller 62. In some examples, the remote terminal unit 516 may be implemented by software that may be provided in configurable control block language and may be stored in non-volatile memory. When executed by the processor(s) 500, the remote terminal unit 516 may implement the various functionalities and features associated with the power output controller 62 described herein.


As desired, embodiments of the disclosure may include a power output controller 62 with more or fewer components than are illustrated in FIG. 5. Additionally, certain components of the example power output controller 62 shown in FIG. 5 may be combined in various embodiments of the disclosure. The power output controller 62 of FIG. 5 is provided by way of example only.


References are made to block diagrams of systems, methods, apparatuses, and computer program products according to example embodiments. It will be understood that at least some of the blocks of the block diagrams, and combinations of blocks in the block diagrams, may be implemented at least partially by computer program instructions. These computer program instructions may be loaded onto a general purpose computer, special purpose computer, special purpose hardware-based computer, or other programmable data processing apparatus to produce a machine, such that the instructions which execute on the computer or other programmable data processing apparatus create means for implementing the functionality of at least some of the blocks of the block diagrams, or combinations of blocks in the block diagrams discussed.


These computer program instructions may also be stored in a non-transitory computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means that implement the function specified in the block or blocks. The computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions that execute on the computer or other programmable apparatus provide task, acts, actions, or operations for implementing the functions specified in the block or blocks.


One or more components of the systems and one or more elements of the methods described herein may be implemented through an application program running on an operating system of a computer. They may also be practiced with other computer system configurations, including hand-held devices, multiprocessor systems, microprocessor-based or programmable consumer electronics, mini-computers, mainframe computers, and the like.


Application programs that are components of the systems and methods described herein may include routines, programs, components, data structures, etc. that may implement certain abstract data types and perform certain tasks or actions. In a distributed computing environment, the application program (in whole or in part) may be located in local memory or in other storage. In addition, or alternatively, the application program (in whole or in part) may be located in remote memory or in storage to allow for circumstances where tasks can be performed by remote processing devices linked through a communications network.


This is a continuation of U.S. Non-Provisional application Ser. No. 18/124,721, filed Mar. 22, 2023, titled “SYSTEMS AND METHODS TO AUTONOMOUSLY OPERATE HYDRAULIC FRACTURING UNITS,” which is a continuation of U.S. Non-Provisional application Ser. No. 18/087,181, filed Dec. 22, 2022, titled “SYSTEMS AND METHODS TO AUTONOMOUSLY OPERATE HYDRAULIC FRACTURING UNITS,” now U.S. Pat. No. 11,661,832, issued May 30, 2023, which is a continuation of U.S. Non-Provisional application Ser. No. 17/942,382, filed Sep. 12, 2022, titled “SYSTEMS AND METHODS TO AUTONOMOUSLY OPERATE HYDRAULIC FRACTURING UNITS,” now U.S. Pat. No. 11,566,505, issued Jan. 31, 2023, which is a continuation of U.S. Non-Provisional application Ser. No. 17/173,320, filed Feb. 11, 2021, titled “SYSTEMS AND METHODS TO AUTONOMOUSLY OPERATE HYDRAULIC FRACTURING UNITS,” now U.S. Pat. No. 11,473,413, issued Oct. 18, 2022, which claims priority to and the benefit of U.S. Provisional Application No. 62/705,354, filed Jun. 23, 2020, titled “SYSTEMS AND METHODS TO AUTONOMOUSLY OPERATE HYDRAULIC FRACTURING UNITS,” the disclosures of which are incorporated herein by reference in their entireties.


Although only a few exemplary embodiments have been described in detail herein, those skilled in the art will readily appreciate that many modifications are possible in the exemplary embodiments without materially departing from the novel teachings and advantages of the embodiments of the present disclosure. Accordingly, all such modifications are intended to be included within the scope of the embodiments of the present disclosure as defined in the following claims.

Claims
  • 1. A method of operating a hydraulic fracturing pump to pump fracturing fluid, the method comprising: receiving, at a controller, one or more operational signals indicative of operational parameters associated with pumping fracturing fluid;determining, based at least in part on the one or more operational signals, an amount of required fracturing power sufficient to perform a hydraulic fracturing operation;receiving, at the controller, one or more characteristic signals indicative of fracturing pump characteristics associated with a hydraulic fracturing pump, at least one of the one or more characteristic signals indicative of a detrimental condition of the hydraulic fracturing pump;determining, based at least in part on the one or more characteristic signals, an available power from one or more engines to perform a hydraulic fracturing operation;determining a power difference between the available power and the required power; andwhen the power difference occurs to perform a hydraulic fracturing operation, increasing power output of the one or more of the engines associated with the hydraulic fracturing pump, thereby to supply power to the hydraulic fracturing pump, the increasing power output of the one or more engines including increasing a first power output ranging from about 75% to about 95% of maximum rated power output to a second power output ranging from about 90% to about 110% of the maximum rated power output.
  • 2. The method of claim 1, further comprising when the power difference is indicative of excess power available to perform the hydraulic fracturing operation, causing the hydraulic fracturing pump to idle during the fracturing operation.
  • 3. The method of claim 1, when the power difference is indicative of a power deficit to perform the hydraulic fracturing operation, the method further comprising one or more of: increasing power output of the one or more of the engines for driving at least one additional hydraulic fracturing pump, thereby to supply power to a respective hydraulic fracturing pump, orstoring operation data associated with operation of the hydraulic fracturing pump operated at an increased power output.
  • 4. The method of claim 2, wherein causing the hydraulic fracturing pump to idle during the fracturing operation comprises: idling at least a first hydraulic fracturing pump while operating at least a second hydraulic fracturing pump,waiting a selected period of time, andidling the second hydraulic fracturing pump while operating the first hydraulic fracturing pump.
  • 5. The method of claim 4, further comprising alternating between idling and operation of the first hydraulic fracturing pump to reduce idling time for the second hydraulic fracturing pump.
  • 6. The method of claim 1, further comprising: receiving, at the controller, one or more wellhead signals indicative of one or more of a fracturing fluid pressure at the wellhead or a fracturing fluid flow rate at the wellhead; andcontrolling idling and operation of the hydraulic fracturing pump based at least in part on the one or more wellhead signals.
  • 7. The method of claim 1, further comprising: receiving, at the controller, one or more wellhead signals indicative of one or more of a fracturing fluid pressure at the wellhead or a fracturing fluid flow rate at the wellhead; andincreasing the power output of the one or more engines based at least in part on the one or more wellhead signals.
  • 8. A method of operating one or more hydraulic fracturing pumps to pump fracturing fluid, the method comprising: determining, based on one or more operational signals, an amount of required fracturing power sufficient to perform a hydraulic fracturing operation;receiving one or more characteristic signals indicative of fracturing pump characteristics associated with at least one of the one or more hydraulic fracturing pumps, at least one of the one or more characteristic signals indicative of a detrimental condition of any of the one or more hydraulic fracturing pumps;determining, based on the one or more characteristic signals, an available power from one or more engines to perform a hydraulic fracturing operation;determining a power difference between the available power and the required power; andwhen the power difference occurs to perform a hydraulic fracturing operation, increasing power output of the one or more of the engines associated with the at least one of the one or more hydraulic fracturing pumps, thereby to supply power to the one or more hydraulic fracturing pumps, the increasing power output of the one or more engines including increasing a first power output ranging from about 75% to about 95% of maximum rated power output to a second power output ranging from about 90% to about 110% of the maximum rated power output.
  • 9. The method of claim 8, further comprising when the power difference is indicative of excess power available to perform the hydraulic fracturing operation, causing one or more of the one or more hydraulic fracturing pumps to idle during the fracturing operation.
  • 10. The method of claim 8, when the power difference is indicative of a power deficit to perform the hydraulic fracturing operation, the method further comprising one or more of: increasing power output of the one or more of the engines for driving at least one additional hydraulic fracturing pump of the one or more hydraulic fracturing pumps, thereby to supply power to a respective hydraulic fracturing pump, orstoring operation data associated with operation of the one or more hydraulic fracturing pumps operated at an increased power output.
  • 11. The method of claim 9, wherein the one or more hydraulic fracturing pumps comprises at least two hydraulic fracturing pumps, and wherein causing one or more of the at least one of the one or more hydraulic fracturing pumps to idle during the fracturing operation comprises: idling at least a first one of the one or more hydraulic fracturing pumps while operating at least a second one of the one or more hydraulic fracturing pumps,waiting a selected period of time, andidling the at least a second one of the one or more hydraulic fracturing pumps while operating the at least a first one of the one or more hydraulic fracturing pumps.
  • 12. The method of claim 11, further comprising alternating between idling and operation of the at least first one of the one or more hydraulic fracturing pumps to reduce idling time for any other one of the at least one of the one or more hydraulic fracturing pumps.
  • 13. The method of claim 8, further comprising: receiving, at a controller, one or more wellhead signals indicative of one or more of a fracturing fluid pressure at the wellhead or a fracturing fluid flow rate at the wellhead; andcontrolling idling and operation of the at least one of the one or more hydraulic fracturing pumps based on the one or more wellhead signals.
  • 14. The method of claim 8, further comprising: receiving, at a controller, one or more wellhead signals indicative of one or more of a fracturing fluid pressure at the wellhead or a fracturing fluid flow rate at the wellhead; andincreasing the power output of the one or more engines based at least in part on the one or more wellhead signals.
  • 15. A hydraulic fracturing control assembly to operate a plurality of hydraulic fracturing pumps, the hydraulic fracturing control assembly comprising: an input device configured to facilitate communication of one or more operational signals indicative of operational parameters associated with pumping fracturing fluid into a wellhead according to performance of a hydraulic fracturing operation;one or more sensors configured to generate one or more sensor signals indicative of one or more of a flow rate of fracturing fluid or a pressure associated with fracturing fluid; anda controller in communication with one or more of the plurality of hydraulic fracturing pumps, the input device, or the one or more sensors, the controller configured to:receive the one or more operational signals indicative of operational parameters associated with pumping fracturing fluid,determine, based at least in part on the one or more operational signals, an amount of required fracturing power sufficient to perform a hydraulic fracturing operation,receive one or more characteristic signals indicative of fracturing pump characteristics associated with at least one of the plurality of hydraulic fracturing pumps, at least one of the one or more characteristic signals indicating a detrimental condition of which any of the plurality of hydraulic fracturing pumps has experienced,determine, based on the one or more characteristic signals, an available power from the one or more engines to perform the hydraulic fracturing operation,determine a power difference between the available power and the required power, andcontrol operation of the at least one of the plurality of hydraulic fracturing pumps based on the power difference, and when the power difference is indicative of a power deficit to perform the hydraulic fracturing operation, increase a power output of one or more engines, thereby to supply power to a respective hydraulic fracturing pump of the plurality of hydraulic fracturing pumps, the increase of the power output of the one or more engines including increasing power output from a first power output ranging from about 75% to about 95% of maximum rated power output to a second power output ranging from about 90% to about 110% of the maximum rated power output.
  • 16. The hydraulic fracturing control assembly of claim 15, wherein the controller further is configured to one or more of: (a) cause one or more of the plurality of hydraulic fracturing pumps to idle during the fracturing operation when the power difference is indicative of excess power available to perform the hydraulic fracturing operation, or(b) when the power difference is indicative of a power deficit to perform the hydraulic fracturing operation, one or more of:(i) increase a power output of the one or more of the engines, thereby to supply power and drive at least one additional hydraulic fracturing pump of the plurality of hydraulic fracturing pumps, or(ii) store operation data associated with operation of hydraulic fracturing pumps operated at an increased power output.
  • 17. The hydraulic fracturing control assembly of claim 15, wherein the controller further is configured to cause: idling of at least a first one of the plurality of hydraulic fracturing pumps while operating at least a second one of the plurality of hydraulic fracturing pumps,waiting a selected period of time, andidling of the at least a second one of the plurality of hydraulic fracturing pumps while operating the at least a first one of the plurality of hydraulic fracturing pumps.
  • 18. The hydraulic fracturing control assembly of claim 17, wherein the controller further is configured to cause alternating between idling and operation of one or more of the plurality of hydraulic fracturing pumps, thereby to reduce idling time for any one of the one or more of the plurality of hydraulic fracturing pumps.
  • 19. The hydraulic fracturing control assembly of claim 15, wherein the controller further is configured to: receive one or more wellhead signals indicative of one or more of a fracturing fluid pressure at the wellhead or a fracturing fluid flow rate at the wellhead, andcontrol idling and operation of at least some of the plurality of hydraulic fracturing pumps based at least in part on the one or more wellhead signals.
  • 20. The hydraulic fracturing control assembly of claim 15, wherein the controller further is configured to: receive one or more wellhead signals indicative of one or more of a fracturing fluid pressure at the wellhead or a fracturing fluid flow rate at the wellhead, andincrease the power output of the one or more engines based at least in part on the one or more wellhead signals.
PRIORITY CLAIM

This is a continuation of U.S. Non-Provisional application Ser. No. 18/124,721, filed Mar. 22, 2023, titled “SYSTEMS AND METHODS TO AUTONOMOUSLY OPERATE HYDRAULIC FRACTURING UNITS,” which is a continuation of U.S. Non-Provisional application Ser. No. 18/087,181, filed Dec. 22, 2022, titled “SYSTEMS AND METHODS TO AUTONOMOUSLY OPERATE HYDRAULIC FRACTURING UNITS,” now U.S. Pat. No. 11,661,832, issued May 30, 2023, which is a continuation of U.S. Non-Provisional application Ser. No. 17/942,382, filed Sep. 12, 2022, titled “SYSTEMS AND METHODS TO AUTONOMOUSLY OPERATE HYDRAULIC FRACTURING UNITS,” now U.S. Pat. No. 11,566,505, issued Jan. 31, 2023, which is a continuation of U.S. Non-Provisional application Ser. No. 17/173,320, filed Feb. 11, 2021, titled “SYSTEMS AND METHODS TO AUTONOMOUSLY OPERATE HYDRAULIC FRACTURING UNITS,” now U.S. Pat. No. 11,473,413, issued Oct. 18, 2022, which claims priority to and the benefit of U.S. Provisional Application No. 62/705,354, filed Jun. 23, 2020, titled “SYSTEMS AND METHODS TO AUTONOMOUSLY OPERATE HYDRAULIC FRACTURING UNITS,” the disclosures of which are incorporated herein by reference in their entireties.

US Referenced Citations (1052)
Number Name Date Kind
1716049 Greve Jun 1929 A
1726633 Smith Sep 1929 A
2178662 Lars Nov 1939 A
2427638 Vilter Sep 1947 A
2498229 Adler Feb 1950 A
2535703 Smith et al. Dec 1950 A
2572711 Fischer Oct 1951 A
2820341 Amann Jan 1958 A
2868004 Runde Jan 1959 A
2940377 Darnell et al. Jun 1960 A
2947141 Russ Aug 1960 A
2956738 Rosenschold Oct 1960 A
3068796 Pfluger Dec 1962 A
3191517 Solzman Jun 1965 A
3257031 Dietz Jun 1966 A
3274768 Klein Sep 1966 A
3378074 Kiel Apr 1968 A
3382671 Ehni, III May 1968 A
3401873 Privon Sep 1968 A
3463612 Whitsel Aug 1969 A
3496880 Wolff Feb 1970 A
3550696 Kenneday Dec 1970 A
3560053 Ortloff Feb 1971 A
3586459 Zerlauth Jun 1971 A
3632222 Cronstedt Jan 1972 A
3656582 Alcock Apr 1972 A
3667868 Brunner Jun 1972 A
3692434 Schnear Sep 1972 A
3739872 McNair Jun 1973 A
3757581 Mankin Sep 1973 A
3759063 Bendall Sep 1973 A
3765173 Harris Oct 1973 A
3771916 Flanigan et al. Nov 1973 A
3773438 Hall et al. Nov 1973 A
3781135 Nickell Dec 1973 A
3786835 Finger Jan 1974 A
3791682 Mitchell Feb 1974 A
3796045 Foster Mar 1974 A
3814549 Cronstedt Jun 1974 A
3820922 Buse et al. Jun 1974 A
3847511 Cole Nov 1974 A
3866108 Yannone Feb 1975 A
3875380 Rankin Apr 1975 A
3963372 McLain et al. Jun 1976 A
4010613 McInerney Mar 1977 A
4019477 Overton Apr 1977 A
4031407 Reed Jun 1977 A
4047569 Tagirov et al. Sep 1977 A
4050862 Buse Sep 1977 A
4059045 McClain Nov 1977 A
4086976 Holm et al. May 1978 A
4117342 Melley, Jr. Sep 1978 A
4173121 Yu Nov 1979 A
4204808 Reese May 1980 A
4209079 Marchal et al. Jun 1980 A
4209979 Woodhouse et al. Jul 1980 A
4222229 Uram Sep 1980 A
4239396 Arribau et al. Dec 1980 A
4269569 Hoover May 1981 A
4311395 Douthitt et al. Jan 1982 A
4330237 Battah May 1982 A
4341508 Rambin, Jr. Jul 1982 A
4357027 Zeitlow Nov 1982 A
4383478 Jones May 1983 A
4402504 Christian Sep 1983 A
4430047 Ilg Feb 1984 A
4442665 Fick Apr 1984 A
4457325 Green Jul 1984 A
4470771 Hall et al. Sep 1984 A
4483684 Black Nov 1984 A
4505650 Hannett et al. Mar 1985 A
4574880 Handke Mar 1986 A
4584654 Crane Apr 1986 A
4620330 Izzi, Sr. Nov 1986 A
4672813 David Jun 1987 A
4754607 Mackay Jul 1988 A
4782244 Wakimoto Nov 1988 A
4796777 Keller Jan 1989 A
4869209 Young Sep 1989 A
4913625 Gerlowski Apr 1990 A
4983259 Duncan Jan 1991 A
4990058 Eslinger Feb 1991 A
5032065 Yamamuro Jul 1991 A
5135361 Dion Aug 1992 A
5167493 Kobari Dec 1992 A
5245970 Iwaszkiewicz et al. Sep 1993 A
5275041 Poulsen Jan 1994 A
5291842 Sallstrom et al. Mar 1994 A
5326231 Pandeya Jul 1994 A
5362219 Paul et al. Nov 1994 A
5482116 El-Rabaa et al. Jan 1996 A
5511956 Hasegawa Apr 1996 A
5517854 Plumb et al. May 1996 A
5537813 Davis et al. Jul 1996 A
5553514 Walkowc Sep 1996 A
5560195 Anderson et al. Oct 1996 A
5586444 Fung Dec 1996 A
5622245 Reik Apr 1997 A
5626103 Haws et al. May 1997 A
5634777 Albertin Jun 1997 A
5651400 Corts et al. Jul 1997 A
5678460 Nalkowc Oct 1997 A
5717172 Griffin, Jr. et al. Feb 1998 A
5720598 de Chizzelle Feb 1998 A
5761084 Edwards Jun 1998 A
5811676 Spalding et al. Sep 1998 A
5839888 Harrison Nov 1998 A
5846062 Yanagisawa et al. Dec 1998 A
5875744 Vallejos Mar 1999 A
5983962 Gerardot Nov 1999 A
5992944 Hara Nov 1999 A
6041856 Thrasher et al. Mar 2000 A
6050080 Horner Apr 2000 A
6067962 Bartley et al. May 2000 A
6071188 O'Neill et al. Jun 2000 A
6074170 Bert Jun 2000 A
6123751 Nelson et al. Sep 2000 A
6129335 Yokogi Oct 2000 A
6145318 Kaplan et al. Nov 2000 A
6230481 Jahr May 2001 B1
6279309 Lawlor, II et al. Aug 2001 B1
6321860 Reddoch Nov 2001 B1
6334746 Nguyen et al. Jan 2002 B1
6367548 Purvis et al. Apr 2002 B1
6401472 Pollrich Jun 2002 B2
6530224 Conchieri Mar 2003 B1
6543395 Green Apr 2003 B2
6644844 Neal et al. Nov 2003 B2
6655922 Flek Dec 2003 B1
6669453 Breeden Dec 2003 B1
6765304 Baten et al. Jul 2004 B2
6786051 Kristich et al. Sep 2004 B2
6832900 Leu Dec 2004 B2
6851514 Han et al. Feb 2005 B2
6859740 Stephenson et al. Feb 2005 B2
6901735 Lohn Jun 2005 B2
6935424 Lehman et al. Aug 2005 B2
6962057 Kurokawa et al. Nov 2005 B2
7007966 Campion Mar 2006 B2
7047747 Tanaka May 2006 B2
7065953 Kopko Jun 2006 B1
7143016 Discenzo Nov 2006 B1
7222015 Davis et al. May 2007 B2
7281519 Schroeder Oct 2007 B2
7388303 Seiver Jun 2008 B2
7404294 Sundin Jul 2008 B2
7442239 Armstrong et al. Oct 2008 B2
7516793 Dykstra Apr 2009 B2
7524173 Cummins Apr 2009 B2
7545130 Latham Jun 2009 B2
7552903 Dunn et al. Jun 2009 B2
7563076 Brunet et al. Jul 2009 B2
7563413 Naets et al. Jul 2009 B2
7574325 Dykstra Aug 2009 B2
7581379 Yoshida et al. Sep 2009 B2
7594424 Fazekas Sep 2009 B2
7614239 Herzog et al. Nov 2009 B2
7627416 Batenburg et al. Dec 2009 B2
7677316 Butler et al. Mar 2010 B2
7721521 Kunkle et al. May 2010 B2
7730711 Kunkle et al. Jun 2010 B2
7779961 Matte Aug 2010 B2
7789452 Dempsey et al. Sep 2010 B2
7836949 Dykstra Nov 2010 B2
7841394 McNeel et al. Nov 2010 B2
7845413 Shampine et al. Dec 2010 B2
7861679 Lemke et al. Jan 2011 B2
7886702 Jerrell et al. Feb 2011 B2
7900724 Promersberger et al. Mar 2011 B2
7921914 Bruins et al. Apr 2011 B2
7938151 Höckner May 2011 B2
7955056 Pettersson Jun 2011 B2
7980357 Edwards Jul 2011 B2
8056635 Shampine et al. Nov 2011 B2
8083504 Williams et al. Dec 2011 B2
8099942 Alexander Jan 2012 B2
8186334 Doyama May 2012 B2
8196555 Keda et al. Jun 2012 B2
8202354 Iijima Jun 2012 B2
8316936 Roddy et al. Nov 2012 B2
8336631 Shampine et al. Dec 2012 B2
8388317 Sung Mar 2013 B2
8414673 Raje et al. Apr 2013 B2
8469826 Brosowske Jun 2013 B2
8500215 Gastauer Aug 2013 B2
8506267 Gambier et al. Aug 2013 B2
8575873 Peterson et al. Nov 2013 B2
8616005 Cousino, Sr. et al. Dec 2013 B1
8621873 Robertson et al. Jan 2014 B2
8641399 Mucibabic Feb 2014 B2
8656990 Kajaria et al. Feb 2014 B2
8672606 Glynn et al. Mar 2014 B2
8707853 Dille et al. Apr 2014 B1
8708667 Collingborn Apr 2014 B2
8714253 Sherwood et al. May 2014 B2
8757918 Ramnarain et al. Jun 2014 B2
8763583 Hofbauer et al. Jul 2014 B2
8770329 Spitler Jul 2014 B2
8784081 Blume Jul 2014 B1
8789601 Broussard et al. Jul 2014 B2
8794307 Coquilleau et al. Aug 2014 B2
8801394 Anderson Aug 2014 B2
8851186 Shampine et al. Oct 2014 B2
8851441 Acuna et al. Oct 2014 B2
8886502 Walters et al. Nov 2014 B2
8894356 Lafontaine et al. Nov 2014 B2
8905056 Kendrick Dec 2014 B2
8951019 Hains et al. Feb 2015 B2
8973560 Krug Mar 2015 B2
8997904 Cryer et al. Apr 2015 B2
9011111 Lesko Apr 2015 B2
9016383 Shampine et al. Apr 2015 B2
9032620 Frassinelli et al. May 2015 B2
9057247 Kumar et al. Jun 2015 B2
9097249 Petersen Aug 2015 B2
9103193 Coli et al. Aug 2015 B2
9121257 Coli et al. Sep 2015 B2
9140110 Coli et al. Sep 2015 B2
9175810 Hains Nov 2015 B2
9187982 Dehring et al. Nov 2015 B2
9206667 Khvoshchev et al. Dec 2015 B2
9212643 Deliyski Dec 2015 B2
9217318 Dusterhoft et al. Dec 2015 B2
9222346 Walls Dec 2015 B1
9297250 Dusterhoft et al. Mar 2016 B2
9324049 Thomeer et al. Apr 2016 B2
9341055 Weightman et al. May 2016 B2
9346662 Van Vliet et al. May 2016 B2
9366114 Coli et al. Jun 2016 B2
9376786 Numasawa Jun 2016 B2
9394829 Cabeen et al. Jul 2016 B2
9395049 Vicknair et al. Jul 2016 B2
9401670 Minato et al. Jul 2016 B2
9410406 Yuan Aug 2016 B2
9410410 Broussard et al. Aug 2016 B2
9410546 Jaeger et al. Aug 2016 B2
9429078 Crowe et al. Aug 2016 B1
9435333 McCoy et al. Sep 2016 B2
9488169 Cochran Nov 2016 B2
9493997 Liu et al. Nov 2016 B2
9512783 Veilleux et al. Dec 2016 B2
9534473 Morris et al. Jan 2017 B2
9546652 Yin Jan 2017 B2
9550501 Ledbetter Jan 2017 B2
9556721 Jang et al. Jan 2017 B2
9562420 Morris et al. Feb 2017 B2
9570945 Fischer Feb 2017 B2
9579980 Cryer et al. Feb 2017 B2
9587649 Oehring Mar 2017 B2
9593710 Laimboeck et al. Mar 2017 B2
9611728 Oehring Apr 2017 B2
9617808 Liu et al. Apr 2017 B2
9638101 Crowe et al. May 2017 B1
9638194 Wiegman et al. May 2017 B2
9650871 Oehring et al. May 2017 B2
9656762 Kamath et al. May 2017 B2
9689316 Crom Jun 2017 B1
9695808 Giessbach et al. Jul 2017 B2
9739130 Young Aug 2017 B2
9764266 Carter Sep 2017 B1
9777748 Lu et al. Oct 2017 B2
9803467 Tang et al. Oct 2017 B2
9803793 Davi et al. Oct 2017 B2
9809308 Aguilar et al. Nov 2017 B2
9829002 Crom Nov 2017 B2
9840897 Larson Dec 2017 B2
9840901 Oering et al. Dec 2017 B2
9845730 Betti et al. Dec 2017 B2
9850422 Lestz et al. Dec 2017 B2
9856131 Moffitt Jan 2018 B1
9863279 Laing et al. Jan 2018 B2
9869305 Crowe et al. Jan 2018 B1
9871406 Churnock et al. Jan 2018 B1
9879609 Crowe et al. Jan 2018 B1
RE46725 Case et al. Feb 2018 E
9893500 Oehring et al. Feb 2018 B2
9893660 Peterson et al. Feb 2018 B2
9897003 Motakef et al. Feb 2018 B2
9920615 Zhang et al. Mar 2018 B2
9945365 Hernandez et al. Apr 2018 B2
9964052 Millican et al. May 2018 B2
9970278 Broussard et al. May 2018 B2
9981840 Shock May 2018 B2
9995102 Dillie et al. Jun 2018 B2
9995218 Oehring et al. Jun 2018 B2
10008880 Vicknair et al. Jun 2018 B2
10008912 Davey et al. Jun 2018 B2
10018096 Wallimann et al. Jul 2018 B2
10020711 Oehring et al. Jul 2018 B2
10024123 Steffenhagen et al. Jul 2018 B2
10029289 Wendorski et al. Jul 2018 B2
10030579 Austin et al. Jul 2018 B2
10036238 Oehring Jul 2018 B2
10040541 Wilson Aug 2018 B2
10060293 Del Bono Aug 2018 B2
10060349 Álvarez et al. Aug 2018 B2
10077933 Nelson et al. Sep 2018 B2
10082137 Graham et al. Sep 2018 B2
10094366 Marica Oct 2018 B2
10100827 Devan et al. Oct 2018 B2
10107084 Coli et al. Oct 2018 B2
10107085 Coli et al. Oct 2018 B2
10114061 Frampton et al. Oct 2018 B2
10119381 Oehring et al. Nov 2018 B2
10125750 Pfaff Nov 2018 B2
10134257 Zhang et al. Nov 2018 B2
10138098 Sorensen et al. Nov 2018 B2
10151244 Giancotti et al. Dec 2018 B2
10161423 Rampen Dec 2018 B2
10174599 Shampine et al. Jan 2019 B2
10184397 Austin et al. Jan 2019 B2
10196258 Kalala et al. Feb 2019 B2
10221856 Hernandez et al. Mar 2019 B2
10227854 Glass Mar 2019 B2
10227855 Coli et al. Mar 2019 B2
10246984 Payne et al. Apr 2019 B2
10247182 Zhang et al. Apr 2019 B2
10253598 Crews et al. Apr 2019 B2
10254732 Oehring et al. Apr 2019 B2
10267439 Pryce et al. Apr 2019 B2
10280724 Hinderliter May 2019 B2
10287943 Schiltz May 2019 B1
10288519 De La Cruz May 2019 B2
10303190 Shock May 2019 B2
10305350 Johnson et al. May 2019 B2
10316832 Byrne Jun 2019 B2
10317875 Pandurangan et al. Jun 2019 B2
10329888 Urbancic et al. Jun 2019 B2
10337402 Austin et al. Jul 2019 B2
10358035 Cryer Jul 2019 B2
10371012 Davis et al. Aug 2019 B2
10374485 Morris et al. Aug 2019 B2
10378326 Morris et al. Aug 2019 B2
10393108 Chong et al. Aug 2019 B2
10407990 Oehring et al. Sep 2019 B2
10408031 Oehring et al. Sep 2019 B2
10415348 Zhang et al. Sep 2019 B2
10415557 Crowe Sep 2019 B1
10415562 Kajita et al. Sep 2019 B2
10422207 Aidagulov et al. Sep 2019 B2
RE47695 Case et al. Nov 2019 E
10465689 Crom Nov 2019 B2
10478753 Elms et al. Nov 2019 B1
10526882 Oehring et al. Jan 2020 B2
10563649 Zhang et al. Feb 2020 B2
10570704 Colvin et al. Feb 2020 B2
10577908 Kisra et al. Mar 2020 B2
10577910 Stephenson Mar 2020 B2
10584645 Nakagawa et al. Mar 2020 B2
10590867 Thomassin et al. Mar 2020 B2
10598258 Oehring et al. Mar 2020 B2
10605060 Chuprakov et al. Mar 2020 B2
10610842 Chong Apr 2020 B2
10662749 Hill et al. May 2020 B1
10677961 Chen et al. Jun 2020 B1
10711787 Darley Jul 2020 B1
10738580 Fischer et al. Aug 2020 B1
10753153 Fischer et al. Aug 2020 B1
10753165 Fischer et al. Aug 2020 B1
10760416 Weng et al. Sep 2020 B2
10760556 Crom et al. Sep 2020 B1
10794165 Fischer et al. Oct 2020 B2
10794166 Reckels et al. Oct 2020 B2
10801311 Cui et al. Oct 2020 B1
10815764 Yeung et al. Oct 2020 B1
10815978 Glass Oct 2020 B2
10830032 Zhang et al. Nov 2020 B1
10830225 Repaci Nov 2020 B2
10851633 Harper Dec 2020 B2
10859203 Cui et al. Dec 2020 B1
10864487 Han et al. Dec 2020 B1
10865624 Cui et al. Dec 2020 B1
10865631 Zhang et al. Dec 2020 B1
10870093 Zhong et al. Dec 2020 B1
10871045 Fischer et al. Dec 2020 B2
10895202 Yeung et al. Jan 2021 B1
10900475 Weightman et al. Jan 2021 B2
10907459 Yeung et al. Feb 2021 B1
10914139 Shahri et al. Feb 2021 B2
10920538 Rodriguez Herrera et al. Feb 2021 B2
10920552 Rodriguez Herrera et al. Feb 2021 B2
10927774 Cai Feb 2021 B2
10927802 Oehring Feb 2021 B2
10954770 Yeung et al. Mar 2021 B1
10954855 Ji et al. Mar 2021 B1
10961614 Yeung et al. Mar 2021 B1
10961908 Yeung et al. Mar 2021 B1
10961912 Yeung et al. Mar 2021 B1
10961914 Yeung et al. Mar 2021 B1
10961993 Ji et al. Mar 2021 B1
10961995 Mayorca Mar 2021 B2
10892596 Yeung et al. Apr 2021 B2
10968837 Yeung et al. Apr 2021 B1
10982523 Hill et al. Apr 2021 B1
10989019 Cai et al. Apr 2021 B2
10989180 Yeung et al. Apr 2021 B2
10995564 Miller et al. May 2021 B2
11002189 Yeung et al. May 2021 B2
11008950 Ethier et al. May 2021 B2
11015423 Yeung et al. May 2021 B1
11015536 Yeung et al. May 2021 B2
11015594 Yeung et al. May 2021 B2
11022526 Yeung et al. Jun 2021 B1
11028677 Yeung et al. Jun 2021 B1
11035213 Dusterhoft et al. Jun 2021 B2
11035214 Cui et al. Jun 2021 B2
11047379 Li et al. Jun 2021 B1
11053853 Li et al. Jul 2021 B2
11060455 Yeung et al. Jul 2021 B1
11066915 Yeung et al. Jul 2021 B1
11068455 Shabi et al. Jul 2021 B2
11085281 Yeung et al. Aug 2021 B1
11085282 Mazrooee et al. Aug 2021 B2
11092152 Yeung et al. Aug 2021 B2
11098651 Yeung et al. Aug 2021 B1
11105250 Zhang et al. Aug 2021 B1
11105266 Zhou et al. Aug 2021 B2
11109508 Yeung et al. Aug 2021 B1
11111768 Yeung et al. Sep 2021 B1
11125066 Yeung et al. Sep 2021 B1
11125156 Zhang et al. Sep 2021 B2
11129295 Yeung et al. Sep 2021 B1
11143000 Li et al. Oct 2021 B2
11143005 Dusterhoft et al. Oct 2021 B2
11143006 Zhang et al. Oct 2021 B1
11149533 Yeung et al. Oct 2021 B1
11149726 Yeung et al. Oct 2021 B1
11156159 Yeung et al. Oct 2021 B1
11168681 Boguski Nov 2021 B2
11174716 Yeung et al. Nov 2021 B1
11193360 Yeung et al. Dec 2021 B1
11193361 Yeung et al. Dec 2021 B1
11205880 Yeung et al. Dec 2021 B1
11205881 Yeung et al. Dec 2021 B2
11208879 Yeung et al. Dec 2021 B1
11208953 Yeung et al. Dec 2021 B1
11220895 Yeung et al. Jan 2022 B1
11236739 Yeung et al. Feb 2022 B2
11242737 Zhang et al. Feb 2022 B2
11243509 Cai et al. Feb 2022 B2
11251650 Liu et al. Feb 2022 B1
11261717 Yeung et al. Mar 2022 B2
11268346 Yeung et al. Mar 2022 B2
11280266 Yeung et al. Mar 2022 B2
11306835 Dille et al. Apr 2022 B1
RE49083 Case et al. May 2022 E
11339638 Yeung et al. May 2022 B1
11346200 Cai et al. May 2022 B2
11373058 Jaaskelainen et al. Jun 2022 B2
RE49140 Case et al. Jul 2022 E
11377943 Kriebel et al. Jul 2022 B2
RE49155 Case et al. Aug 2022 E
RE49156 Case et al. Aug 2022 E
11401927 Li et al. Aug 2022 B2
11428165 Yeung et al. Aug 2022 B2
11441483 Li et al. Sep 2022 B2
11448122 Feng et al. Sep 2022 B2
11466680 Yeung et al. Oct 2022 B2
11480040 Han et al. Oct 2022 B2
11492887 Cui et al. Nov 2022 B2
11499405 Zhang et al. Nov 2022 B2
11506039 Zhang et al. Nov 2022 B2
11512570 Yeung Nov 2022 B2
11519395 Zhang et al. Dec 2022 B2
11519405 Deng et al. Dec 2022 B2
11530602 Yeung et al. Dec 2022 B2
11549349 Wang et al. Jan 2023 B2
11555390 Cui et al. Jan 2023 B2
11555756 Yeung et al. Jan 2023 B2
11557887 Ji et al. Jan 2023 B2
11560779 Mao et al. Jan 2023 B2
11560845 Yeung et al. Jan 2023 B2
11572775 Mao et al. Feb 2023 B2
11575249 Ji et al. Feb 2023 B2
11592020 Chang et al. Feb 2023 B2
11596047 Liu et al. Feb 2023 B2
11598263 Yeung et al. Mar 2023 B2
11603797 Zhang et al. Mar 2023 B2
11607982 Tian et al. Mar 2023 B2
11608726 Zhang et al. Mar 2023 B2
11624326 Yeung et al. Apr 2023 B2
11629583 Yeung et al. Apr 2023 B2
11629589 Lin et al. Apr 2023 B2
11649766 Yeung et al. May 2023 B1
11649819 Gillispie May 2023 B2
11662384 Liu et al. May 2023 B2
11668173 Zhang et al. Jun 2023 B2
11668289 Chang et al. Jun 2023 B2
11677238 Liu et al. Jun 2023 B2
20020126922 Cheng et al. Sep 2002 A1
20020197176 Kondo Dec 2002 A1
20030031568 Stiefel Feb 2003 A1
20030061819 Kuroki et al. Apr 2003 A1
20030161212 Neal et al. Aug 2003 A1
20040016245 Pierson Jan 2004 A1
20040074238 Wantanabe et al. Apr 2004 A1
20040076526 Fukano et al. Apr 2004 A1
20040187950 Cohen et al. Sep 2004 A1
20040219040 Kugelev et al. Nov 2004 A1
20050051322 Speer Mar 2005 A1
20050056081 Gocho Mar 2005 A1
20050139286 Poulter Jun 2005 A1
20050196298 Manning Sep 2005 A1
20050226754 Orr et al. Oct 2005 A1
20050274134 Ryu et al. Dec 2005 A1
20060061091 Osterloh Mar 2006 A1
20060062914 Garg et al. Mar 2006 A1
20060155473 Soliman et al. Jul 2006 A1
20060196251 Richey Sep 2006 A1
20060211356 Grassman Sep 2006 A1
20060228225 Rogers Oct 2006 A1
20060260331 Andreychuk Nov 2006 A1
20060272333 Sundin Dec 2006 A1
20070029090 Andreychuk et al. Feb 2007 A1
20070041848 Wood et al. Feb 2007 A1
20070066406 Keller et al. Mar 2007 A1
20070098580 Petersen May 2007 A1
20070107981 Sicotte May 2007 A1
20070125544 Robinson et al. Jun 2007 A1
20070169543 Fazekas Jul 2007 A1
20070181212 Fell Aug 2007 A1
20070272407 Lehman et al. Nov 2007 A1
20070277982 Shampine et al. Dec 2007 A1
20070295569 Manzoor et al. Dec 2007 A1
20080006089 Adnan et al. Jan 2008 A1
20080041594 Boles et al. Feb 2008 A1
20080098891 Feher May 2008 A1
20080161974 Alston Jul 2008 A1
20080212275 Waryck et al. Sep 2008 A1
20080229757 Alexander et al. Sep 2008 A1
20080264625 Ochoa Oct 2008 A1
20080264649 Crawford Oct 2008 A1
20080298982 Pabst Dec 2008 A1
20090053072 Borgstadt et al. Feb 2009 A1
20090064685 Busekros et al. Mar 2009 A1
20090068031 Gambier et al. Mar 2009 A1
20090092510 Williams et al. Apr 2009 A1
20090124191 Van Becelaere et al. May 2009 A1
20090178412 Spytek Jul 2009 A1
20090212630 Flegel et al. Aug 2009 A1
20090249794 Wilkes Oct 2009 A1
20090252616 Brunet et al. Oct 2009 A1
20090308602 Bruins et al. Dec 2009 A1
20100019626 Stout et al. Jan 2010 A1
20100071899 Coquilleau et al. Mar 2010 A1
20100218508 Brown et al. Sep 2010 A1
20100224365 Abad Sep 2010 A1
20100300683 Looper et al. Dec 2010 A1
20100310384 Stephenson et al. Dec 2010 A1
20110030963 Demong et al. Feb 2011 A1
20110041681 Duerr Feb 2011 A1
20110052423 Gambier et al. Mar 2011 A1
20110054704 Karpman et al. Mar 2011 A1
20110067857 Underhill et al. Mar 2011 A1
20110085924 Shampine et al. Apr 2011 A1
20110120702 Craig May 2011 A1
20110120705 Walters et al. May 2011 A1
20110120706 Craig May 2011 A1
20110120718 Craig May 2011 A1
20110125471 Craig et al. May 2011 A1
20110125476 Craig May 2011 A1
20110146244 Farman et al. Jun 2011 A1
20110146246 Farman et al. Jun 2011 A1
20110173991 Dean Jul 2011 A1
20110197988 Van Vliet et al. Aug 2011 A1
20110241888 Lu et al. Oct 2011 A1
20110265443 Ansari Nov 2011 A1
20110272158 Neal Nov 2011 A1
20120023973 Mayorca Feb 2012 A1
20120048242 Sumilla et al. Mar 2012 A1
20120085541 Love et al. Apr 2012 A1
20120137699 Montagne et al. Jun 2012 A1
20120179444 Ganguly et al. Jul 2012 A1
20120192542 Chillar et al. Aug 2012 A1
20120199001 Chillar et al. Aug 2012 A1
20120204627 Anderl et al. Aug 2012 A1
20120255734 Coli et al. Oct 2012 A1
20120310509 Pardo et al. Dec 2012 A1
20120324903 Dewis et al. Dec 2012 A1
20130068307 Hains et al. Mar 2013 A1
20130087045 Sullivan et al. Apr 2013 A1
20130087945 Kusters et al. Apr 2013 A1
20130134702 Boraas et al. May 2013 A1
20130140031 Cohen et al. Jun 2013 A1
20130189915 Hazard Jul 2013 A1
20130205798 Kwok et al. Aug 2013 A1
20130233165 Matzner et al. Sep 2013 A1
20130255953 Tudor Oct 2013 A1
20130259707 Yin Oct 2013 A1
20130284455 Kajaria et al. Oct 2013 A1
20130300341 Gillette Nov 2013 A1
20130306322 Sanborn Nov 2013 A1
20140000668 Lessard Jan 2014 A1
20140010671 Cryer et al. Jan 2014 A1
20140013768 Laing et al. Jan 2014 A1
20140032082 Gehrke et al. Jan 2014 A1
20140044517 Saha et al. Feb 2014 A1
20140048253 Andreychuk Feb 2014 A1
20140090729 Coulter et al. Apr 2014 A1
20140090742 Coskrey et al. Apr 2014 A1
20140094105 Lundh Apr 2014 A1
20140095114 Thomeer et al. Apr 2014 A1
20140095554 Thomeer et al. Apr 2014 A1
20140123621 Driessens et al. May 2014 A1
20140130422 Laing et al. May 2014 A1
20140138079 Broussard et al. May 2014 A1
20140144641 Chandler May 2014 A1
20140147291 Burnette May 2014 A1
20140158345 Jang et al. Jun 2014 A1
20140174097 Hammer et al. Jun 2014 A1
20140196459 Futa et al. Jul 2014 A1
20140216736 Leugemors et al. Aug 2014 A1
20140219824 Burnette Aug 2014 A1
20140250845 Jackson et al. Sep 2014 A1
20140251623 Lestz et al. Sep 2014 A1
20140262232 Dusterhoft et al. Sep 2014 A1
20140277772 Lopez et al. Sep 2014 A1
20140290266 Veilleux, Jr. et al. Oct 2014 A1
20140318638 Harwood et al. Oct 2014 A1
20140322050 Marette et al. Oct 2014 A1
20150027730 Hall et al. Jan 2015 A1
20150075778 Walters et al. Mar 2015 A1
20150078924 Zhang et al. Mar 2015 A1
20150096739 Ghasripoor et al. Apr 2015 A1
20150101344 Jarrier et al. Apr 2015 A1
20150114652 Lestz et al. Apr 2015 A1
20150129210 Chong et al. May 2015 A1
20150135659 Jarrier et al. May 2015 A1
20150159553 Kippel et al. Jun 2015 A1
20150176387 Wutherich Jun 2015 A1
20150192117 Bridges Jul 2015 A1
20150204148 Liu et al. Jul 2015 A1
20150204174 Kresse et al. Jul 2015 A1
20150204322 Tund et al. Jul 2015 A1
20150211512 Wiegman Jul 2015 A1
20150214816 Raad Jul 2015 A1
20150217672 Shampine et al. Aug 2015 A1
20150226140 Zhang et al. Aug 2015 A1
20150252661 Glass Sep 2015 A1
20150275891 Chong et al. Oct 2015 A1
20150337730 Kupiszewski et al. Nov 2015 A1
20150340864 Compton Nov 2015 A1
20150345385 Santini Dec 2015 A1
20150369351 Hermann et al. Dec 2015 A1
20160032703 Broussard et al. Feb 2016 A1
20160032836 Hawkinson et al. Feb 2016 A1
20160076447 Merlo et al. Mar 2016 A1
20160090823 Alzahabi et al. Mar 2016 A1
20160102581 Del Bono Apr 2016 A1
20160105022 Oehring et al. Apr 2016 A1
20160108705 Maxwell et al. Apr 2016 A1
20160108713 Dunaeva et al. Apr 2016 A1
20160123185 Le Pache et al. May 2016 A1
20160168979 Zhang et al. Jun 2016 A1
20160177675 Morris et al. Jun 2016 A1
20160177945 Byrne et al. Jun 2016 A1
20160186671 Austin et al. Jun 2016 A1
20160195082 Wiegman et al. Jul 2016 A1
20160215774 Oklejas et al. Jul 2016 A1
20160230525 Lestz et al. Aug 2016 A1
20160244314 Van Vliet et al. Aug 2016 A1
20160248230 Tawy et al. Aug 2016 A1
20160253634 Thomeer et al. Sep 2016 A1
20160258267 Payne et al. Sep 2016 A1
20160265330 Mazrooee et al. Sep 2016 A1
20160265331 Weng et al. Sep 2016 A1
20160273328 Oehring Sep 2016 A1
20160273346 Tang et al. Sep 2016 A1
20160290114 Oehring et al. Oct 2016 A1
20160319650 Oehring et al. Nov 2016 A1
20160326845 Djikpesse et al. Nov 2016 A1
20160348479 Oehring et al. Dec 2016 A1
20160369609 Morris et al. Dec 2016 A1
20170009905 Arnold Jan 2017 A1
20170016433 Chong et al. Jan 2017 A1
20170030177 Oehring et al. Feb 2017 A1
20170038137 Turney Feb 2017 A1
20170045055 Hoefel et al. Feb 2017 A1
20170051598 Ouenes Feb 2017 A1
20170052087 Faqihi et al. Feb 2017 A1
20170074074 Joseph et al. Mar 2017 A1
20170074076 Joseph et al. Mar 2017 A1
20170074089 Agarwal et al. Mar 2017 A1
20170082110 Lammers Mar 2017 A1
20170089189 Norris et al. Mar 2017 A1
20170114613 Lecerf et al. Apr 2017 A1
20170114625 Norris et al. Apr 2017 A1
20170122310 Ladron de Guevara May 2017 A1
20170131174 Enev et al. May 2017 A1
20170145918 Oehring et al. May 2017 A1
20170177992 Klie Jun 2017 A1
20170191350 Johns et al. Jul 2017 A1
20170218727 Oehring et al. Aug 2017 A1
20170226839 Broussard et al. Aug 2017 A1
20170226842 Omont et al. Aug 2017 A1
20170226998 Zhang et al. Aug 2017 A1
20170227002 Mikulski et al. Aug 2017 A1
20170233103 Teicholz et al. Aug 2017 A1
20170234165 Kersey et al. Aug 2017 A1
20170234308 Buckley Aug 2017 A1
20170241336 Jones et al. Aug 2017 A1
20170241671 Ahmad Aug 2017 A1
20170247995 Crews et al. Aug 2017 A1
20170248034 Dzieciol et al. Aug 2017 A1
20170248208 Tamura Aug 2017 A1
20170248308 Makarychev-Mikhailov et al. Aug 2017 A1
20170254186 Aidagulov et al. Sep 2017 A1
20170275149 Schmidt Sep 2017 A1
20170288400 Williams Oct 2017 A1
20170292409 Aguilar et al. Oct 2017 A1
20170302135 Cory Oct 2017 A1
20170305736 Haile et al. Oct 2017 A1
20170306847 Suciu et al. Oct 2017 A1
20170306936 Dole Oct 2017 A1
20170322086 Luharuka Nov 2017 A1
20170328179 Dykstra et al. Nov 2017 A1
20170333086 Jackson Nov 2017 A1
20170334448 Schwunk Nov 2017 A1
20170335842 Robinson et al. Nov 2017 A1
20170350471 Steidl et al. Dec 2017 A1
20170356470 Jaffrey Dec 2017 A1
20170370199 Witkowski et al. Dec 2017 A1
20170370480 Witkowski et al. Dec 2017 A1
20180016895 Weng et al. Jan 2018 A1
20180034280 Pedersen Feb 2018 A1
20180038328 Louven et al. Feb 2018 A1
20180041093 Miranda Feb 2018 A1
20180045202 Crom Feb 2018 A1
20180038216 Zhang et al. Mar 2018 A1
20180058171 Roesner et al. Mar 2018 A1
20180087499 Zhang et al. Mar 2018 A1
20180087996 De La Cruz Mar 2018 A1
20180149000 Roussel et al. May 2018 A1
20180156210 Oehring et al. Jun 2018 A1
20180172294 Owen Jun 2018 A1
20180183219 Oehring et al. Jun 2018 A1
20180186442 Maier Jul 2018 A1
20180187662 Hill et al. Jul 2018 A1
20180209415 Zhang et al. Jul 2018 A1
20180223640 Keihany et al. Aug 2018 A1
20180224044 Penney Aug 2018 A1
20180229998 Shock Aug 2018 A1
20180230780 Klenner et al. Aug 2018 A1
20180258746 Broussard et al. Sep 2018 A1
20180266412 Stokkevag et al. Sep 2018 A1
20180278124 Oehring et al. Sep 2018 A1
20180283102 Cook Oct 2018 A1
20180283618 Cook Oct 2018 A1
20180284817 Cook et al. Oct 2018 A1
20180290877 Shock Oct 2018 A1
20180291781 Pedrini Oct 2018 A1
20180298731 Bishop Oct 2018 A1
20180298735 Conrad Oct 2018 A1
20180307255 Bishop Oct 2018 A1
20180313456 Bayyouk et al. Nov 2018 A1
20180328157 Bishop Nov 2018 A1
20180334893 Oehring Nov 2018 A1
20180363435 Coli et al. Dec 2018 A1
20180363436 Coli et al. Dec 2018 A1
20180363437 Coli et al. Dec 2018 A1
20180363438 Coli et al. Dec 2018 A1
20190003272 Morris et al. Jan 2019 A1
20190003329 Morris et al. Jan 2019 A1
20190010793 Hinderliter Jan 2019 A1
20190011051 Yeung Jan 2019 A1
20190048993 Akiyama et al. Feb 2019 A1
20190055836 Felkl et al. Feb 2019 A1
20190063263 Davis et al. Feb 2019 A1
20190063341 Davis Feb 2019 A1
20190067991 Davis et al. Feb 2019 A1
20190071946 Painter et al. Mar 2019 A1
20190071992 Feng Mar 2019 A1
20190072005 Fisher et al. Mar 2019 A1
20190078471 Braglia et al. Mar 2019 A1
20190088845 Sugi et al. Mar 2019 A1
20190091619 Huang Mar 2019 A1
20190106316 Van Vliet et al. Apr 2019 A1
20190106970 Oehring Apr 2019 A1
20190112908 Coli et al. Apr 2019 A1
20190112910 Oehring et al. Apr 2019 A1
20190119096 Haile et al. Apr 2019 A1
20190120024 Oehring et al. Apr 2019 A1
20190120031 Gilje Apr 2019 A1
20190120134 Goleczka et al. Apr 2019 A1
20190128247 Douglas, III May 2019 A1
20190128288 Konada et al. May 2019 A1
20190131607 Gillette May 2019 A1
20190136677 Shampine May 2019 A1
20190153843 Headrick May 2019 A1
20190153938 Hammoud May 2019 A1
20190154020 Glass May 2019 A1
20190155318 Meunier May 2019 A1
20190264667 Byrne May 2019 A1
20190169962 Aqrawi et al. Jun 2019 A1
20190178234 Beisel Jun 2019 A1
20190178235 Coskrey et al. Jun 2019 A1
20190185312 Bush et al. Jun 2019 A1
20190203572 Morris et al. Jul 2019 A1
20190204021 Morris et al. Jul 2019 A1
20190211661 Reckles et al. Jul 2019 A1
20190211814 Weightman et al. Jul 2019 A1
20190217258 Bishop Jul 2019 A1
20190226317 Payne et al. Jul 2019 A1
20190245348 Hinderliter et al. Aug 2019 A1
20190249652 Stephenson et al. Aug 2019 A1
20190249754 Oehring et al. Aug 2019 A1
20190257297 Botting et al. Aug 2019 A1
20190277279 Byrne et al. Sep 2019 A1
20190277295 Clyburn et al. Sep 2019 A1
20190309585 Miller et al. Oct 2019 A1
20190316447 Oehring et al. Oct 2019 A1
20190316456 Beisel et al. Oct 2019 A1
20190323337 Glass et al. Oct 2019 A1
20190330923 Gable et al. Oct 2019 A1
20190331117 Gable et al. Oct 2019 A1
20190337392 Joshi et al. Nov 2019 A1
20190338762 Curry et al. Nov 2019 A1
20190345920 Surjaatmadja et al. Nov 2019 A1
20190353103 Roberge Nov 2019 A1
20190356199 Morris et al. Nov 2019 A1
20190376449 Carrell Dec 2019 A1
20190383123 Hinderliter Dec 2019 A1
20200003205 Stokkevåg et al. Jan 2020 A1
20200011165 George et al. Jan 2020 A1
20200040878 Morris Feb 2020 A1
20200049136 Stephenson Feb 2020 A1
20200049153 Headrick et al. Feb 2020 A1
20200071998 Oehring et al. Mar 2020 A1
20200072201 Marica Mar 2020 A1
20200088202 Sigmar et al. Mar 2020 A1
20200095854 Hinderliter Mar 2020 A1
20200109610 Husoy et al. Apr 2020 A1
20200109616 Oehring et al. Apr 2020 A1
20200132058 Mollatt Apr 2020 A1
20200141219 Oehring et al. May 2020 A1
20200141326 Redford et al. May 2020 A1
20200141907 Meck et al. May 2020 A1
20200166026 Marica May 2020 A1
20200206704 Chong Jul 2020 A1
20200208733 Kim Jul 2020 A1
20200223648 Herman et al. Jul 2020 A1
20200224645 Buckley Jul 2020 A1
20200225381 Walles et al. Jul 2020 A1
20200232454 Chretien et al. Jul 2020 A1
20200256333 Surjaatmadja Aug 2020 A1
20200263498 Fischer et al. Aug 2020 A1
20200263525 Reid Aug 2020 A1
20200263526 Fischer et al. Aug 2020 A1
20200263527 Fischer et al. Aug 2020 A1
20200263528 Fischer et al. Aug 2020 A1
20200267888 Putz Aug 2020 A1
20200291731 Haiderer et al. Sep 2020 A1
20200295574 Batsch-Smith Sep 2020 A1
20200300050 Oehring et al. Sep 2020 A1
20200309027 Rytkonen Oct 2020 A1
20200309113 Hunter et al. Oct 2020 A1
20200325752 Clark et al. Oct 2020 A1
20200325760 Markham Oct 2020 A1
20200325761 Williams Oct 2020 A1
20200325791 Himmelmann Oct 2020 A1
20200325893 Kraige et al. Oct 2020 A1
20200332784 Zhang et al. Oct 2020 A1
20200332788 Cui et al. Oct 2020 A1
20200340313 Fischer et al. Oct 2020 A1
20200340340 Oehring et al. Oct 2020 A1
20200340344 Reckels et al. Oct 2020 A1
20200340404 Stockstill Oct 2020 A1
20200347725 Morris et al. Nov 2020 A1
20200354928 Wehler et al. Nov 2020 A1
20200355055 Dusterhoft et al. Nov 2020 A1
20200362760 Morenko et al. Nov 2020 A1
20200362764 Saintignan et al. Nov 2020 A1
20200370394 Cai et al. Nov 2020 A1
20200370408 Cai et al. Nov 2020 A1
20200370429 Cai et al. Nov 2020 A1
20200371490 Cai et al. Nov 2020 A1
20200340322 Sizemore et al. Dec 2020 A1
20200386169 Hinderliter et al. Dec 2020 A1
20200386222 Pham et al. Dec 2020 A1
20200388140 Gomez et al. Dec 2020 A1
20200392826 Cui et al. Dec 2020 A1
20200392827 George et al. Dec 2020 A1
20200393088 Sizemore et al. Dec 2020 A1
20200398238 Zhong et al. Dec 2020 A1
20200400000 Ghasripoor et al. Dec 2020 A1
20200400005 Han et al. Dec 2020 A1
20200407625 Stephenson Dec 2020 A1
20200408071 Li et al. Dec 2020 A1
20200408144 Feng et al. Dec 2020 A1
20200408147 Zhang et al. Dec 2020 A1
20200408149 Li et al. Dec 2020 A1
20210010361 Kriebel et al. Jan 2021 A1
20210010362 Kriebel et al. Jan 2021 A1
20210025324 Morris et al. Jan 2021 A1
20210025383 Bodishbaugh et al. Jan 2021 A1
20210032961 Hinderliter et al. Feb 2021 A1
20210054727 Floyd Feb 2021 A1
20210071503 Ogg et al. Mar 2021 A1
20210071574 Feng et al. Mar 2021 A1
20210071579 Li et al. Mar 2021 A1
20210071654 Brunson Mar 2021 A1
20210071752 Cui et al. Mar 2021 A1
20210079758 Yeung et al. Mar 2021 A1
20210079851 Yeung et al. Mar 2021 A1
20210086851 Zhang et al. Mar 2021 A1
20210087883 Zhang et al. Mar 2021 A1
20210087916 Zhang et al. Mar 2021 A1
20210087925 Heidari et al. Mar 2021 A1
20210087943 Cui et al. Mar 2021 A1
20210088042 Zhang et al. Mar 2021 A1
20210123425 Cui et al. Apr 2021 A1
20210123434 Cui et al. Apr 2021 A1
20210123435 Cui et al. Apr 2021 A1
20210131409 Cui et al. May 2021 A1
20210140416 Buckley May 2021 A1
20210148208 Thomas et al. May 2021 A1
20210156240 Cicci et al. May 2021 A1
20210156241 Cook May 2021 A1
20210172282 Wang et al. Jun 2021 A1
20210180517 Zhou et al. Jun 2021 A1
20210190045 Zhang et al. Jun 2021 A1
20210199110 Albert et al. Jul 2021 A1
20210222690 Beisel Jul 2021 A1
20210239112 Buckley Aug 2021 A1
20210246774 Cui et al. Aug 2021 A1
20210270261 Zhang et al. Sep 2021 A1
20210270264 Byrne Sep 2021 A1
20210285311 Ji et al. Sep 2021 A1
20210285432 Ji et al. Sep 2021 A1
20210301807 Cui et al. Sep 2021 A1
20210306720 Sandoval et al. Sep 2021 A1
20210308638 Zhong et al. Oct 2021 A1
20210324718 Anders Oct 2021 A1
20210348475 Yeung et al. Nov 2021 A1
20210348476 Yeung et al. Nov 2021 A1
20210348477 Yeung et al. Nov 2021 A1
20210355927 Jian et al. Nov 2021 A1
20210372394 Bagulayan Dec 2021 A1
20210372395 Li et al. Dec 2021 A1
20210376413 Asfha Dec 2021 A1
20210388760 Feng et al. Dec 2021 A1
20220082007 Zhang et al. Mar 2022 A1
20220090476 Zhang et al. Mar 2022 A1
20220090477 Zhang et al. Mar 2022 A1
20220090478 Zhang et al. Mar 2022 A1
20220112892 Cui et al. Apr 2022 A1
20220120262 Ji et al. Apr 2022 A1
20220145740 Yuan et al. May 2022 A1
20220154775 Liu et al. May 2022 A1
20220155373 Liu et al. May 2022 A1
20220162931 Zhong et al. May 2022 A1
20220162991 Zhang et al. May 2022 A1
20220181859 Ji et al. Jun 2022 A1
20220186724 Chang et al. Jun 2022 A1
20220213777 Cui et al. Jul 2022 A1
20220220836 Zhang et al. Jul 2022 A1
20220224087 Ji et al. Jul 2022 A1
20220228468 Cui et al. Jul 2022 A1
20220228469 Zhang et al. Jul 2022 A1
20220235639 Zhang et al. Jul 2022 A1
20220235640 Mao et al. Jul 2022 A1
20220235641 Zhang et al. Jul 2022 A1
20220235642 Zhang et al. Jul 2022 A1
20220235802 Jiang et al. Jul 2022 A1
20220242297 Tian et al. Aug 2022 A1
20220243613 Ji et al. Aug 2022 A1
20220243724 Li et al. Aug 2022 A1
20220250000 Zhang et al. Aug 2022 A1
20220255319 Liu et al. Aug 2022 A1
20220258659 Cui et al. Aug 2022 A1
20220259947 Li et al. Aug 2022 A1
20220259964 Zhang et al. Aug 2022 A1
20220268201 Feng et al. Aug 2022 A1
20220282606 Zhong et al. Sep 2022 A1
20220282726 Zhang et al. Sep 2022 A1
20220290549 Zhang et al. Sep 2022 A1
20220294194 Cao et al. Sep 2022 A1
20220298906 Zhong et al. Sep 2022 A1
20220307359 Liu et al. Sep 2022 A1
20220307424 Wang et al. Sep 2022 A1
20220314248 Ge et al. Oct 2022 A1
20220315347 Liu et al. Oct 2022 A1
20220316306 Liu et al. Oct 2022 A1
20220316362 Zhang et al. Oct 2022 A1
20220316461 Wang et al. Oct 2022 A1
20220325608 Zhang et al. Oct 2022 A1
20220330411 Liu et al. Oct 2022 A1
20220333471 Zhong et al. Oct 2022 A1
20220339646 Yu et al. Oct 2022 A1
20220341358 Ji et al. Oct 2022 A1
20220341362 Feng et al. Oct 2022 A1
20220341415 Deng et al. Oct 2022 A1
20220345007 Liu et al. Oct 2022 A1
20220349345 Zhang et al. Nov 2022 A1
20220353980 Liu et al. Nov 2022 A1
20220361309 Liu et al. Nov 2022 A1
20220364452 Wang et al. Nov 2022 A1
20220364453 Chang et al. Nov 2022 A1
20220372865 Lin et al. Nov 2022 A1
20220376280 Shao et al. Nov 2022 A1
20220381126 Cui et al. Dec 2022 A1
20220389799 Mao Dec 2022 A1
20220389803 Zhang et al. Dec 2022 A1
20220389804 Cui et al. Dec 2022 A1
20220389865 Feng et al. Dec 2022 A1
20220389867 Li et al. Dec 2022 A1
20220412196 Cui et al. Dec 2022 A1
20220412199 Mao et al. Dec 2022 A1
20220412200 Zhang et al. Dec 2022 A1
20220412258 Li et al. Dec 2022 A1
20220412379 Wang et al. Dec 2022 A1
20230001524 Jiang et al. Jan 2023 A1
20230003238 Du et al. Jan 2023 A1
20230015132 Feng et al. Jan 2023 A1
20230015529 Zhang et al. Jan 2023 A1
20230015581 Ji et al. Jan 2023 A1
20230017968 Deng et al. Jan 2023 A1
20230029574 Zhang et al. Feb 2023 A1
20230029671 Han et al. Feb 2023 A1
20230036118 Xing et al. Feb 2023 A1
20230040970 Liu et al. Feb 2023 A1
20230042379 Zhang et al. Feb 2023 A1
20230047033 Fu et al. Feb 2023 A1
20230048551 Feng et al. Feb 2023 A1
20230049462 Zhang et al. Feb 2023 A1
20230064964 Wang et al. Mar 2023 A1
20230074794 Liu et al. Mar 2023 A1
20230085124 Zhong et al. Mar 2023 A1
20230092506 Zhong et al. Mar 2023 A1
20230092705 Liu et al. Mar 2023 A1
20230106683 Zhang et al. Apr 2023 A1
20230107300 Huang et al. Apr 2023 A1
20230107791 Zhang et al. Apr 2023 A1
20230109018 Du et al. Apr 2023 A1
20230116458 Liu et al. Apr 2023 A1
20230117362 Zhang et al. Apr 2023 A1
20230119725 Wang et al. Apr 2023 A1
20230119876 Mao et al. Apr 2023 A1
20230119896 Zhang et al. Apr 2023 A1
20230120810 Fu et al. Apr 2023 A1
20230121251 Cui et al. Apr 2023 A1
20230124444 Chang et al. Apr 2023 A1
20230138582 Li et al. May 2023 A1
20230144116 Li et al. May 2023 A1
20230145963 Zhang et al. May 2023 A1
20230151722 Cui et al. May 2023 A1
20230151723 Ji et al. May 2023 A1
20230152793 Wang et al. May 2023 A1
20230160289 Cui et al. May 2023 A1
20230160510 Bao et al. May 2023 A1
20230163580 Ji et al. May 2023 A1
20230167776 Cui et al. Jun 2023 A1
Foreign Referenced Citations (634)
Number Date Country
9609498 Jul 1999 AU
737970 Sep 2001 AU
2043184 Aug 1994 CA
2829762 Sep 2012 CA
2737321 Sep 2013 CA
2876687 May 2014 CA
2693567 Sep 2014 CA
2964597 Oct 2017 CA
2876687 Apr 2019 CA
3138533 Nov 2020 CA
2919175 Mar 2021 CA
2622404 Jun 2004 CN
2779054 May 2006 CN
2890325 Apr 2007 CN
200964929 Oct 2007 CN
101323151 Dec 2008 CN
201190660 Feb 2009 CN
201190892 Feb 2009 CN
201190893 Feb 2009 CN
101414171 Apr 2009 CN
201215073 Apr 2009 CN
201236650 May 2009 CN
201275542 Jul 2009 CN
201275801 Jul 2009 CN
201333385 Oct 2009 CN
201443300 Apr 2010 CN
201496415 Jun 2010 CN
201501365 Jun 2010 CN
201507271 Jun 2010 CN
101323151 Jul 2010 CN
201560210 Aug 2010 CN
201581862 Sep 2010 CN
201610728 Oct 2010 CN
201610751 Oct 2010 CN
201618530 Nov 2010 CN
201661255 Dec 2010 CN
101949382 Jan 2011 CN
201756927 Mar 2011 CN
101414171 May 2011 CN
102128011 Jul 2011 CN
102140898 Aug 2011 CN
102155172 Aug 2011 CN
102182904 Sep 2011 CN
202000930 Oct 2011 CN
202055781 Nov 2011 CN
202082265 Dec 2011 CN
202100216 Jan 2012 CN
202100217 Jan 2012 CN
202100815 Jan 2012 CN
202124340 Jan 2012 CN
202140051 Feb 2012 CN
202140080 Feb 2012 CN
202144789 Feb 2012 CN
202144943 Feb 2012 CN
202149354 Feb 2012 CN
102383748 Mar 2012 CN
202156297 Mar 2012 CN
202158355 Mar 2012 CN
202163504 Mar 2012 CN
202165236 Mar 2012 CN
202180866 Apr 2012 CN
202181875 Apr 2012 CN
202187744 Apr 2012 CN
202191854 Apr 2012 CN
202250008 May 2012 CN
101885307 Jul 2012 CN
102562020 Jul 2012 CN
202326156 Jul 2012 CN
202370773 Aug 2012 CN
202417397 Sep 2012 CN
202417461 Sep 2012 CN
102729335 Oct 2012 CN
202463955 Oct 2012 CN
202463957 Oct 2012 CN
202467739 Oct 2012 CN
202467801 Oct 2012 CN
202531016 Nov 2012 CN
202544794 Nov 2012 CN
102825039 Dec 2012 CN
202578592 Dec 2012 CN
202579164 Dec 2012 CN
202594808 Dec 2012 CN
202594928 Dec 2012 CN
202596615 Dec 2012 CN
202596616 Dec 2012 CN
102849880 Jan 2013 CN
102889191 Jan 2013 CN
202641535 Jan 2013 CN
202645475 Jan 2013 CN
202666716 Jan 2013 CN
202669645 Jan 2013 CN
202669944 Jan 2013 CN
202671336 Jan 2013 CN
202673269 Jan 2013 CN
202751982 Feb 2013 CN
102963629 Mar 2013 CN
202767964 Mar 2013 CN
202789791 Mar 2013 CN
202789792 Mar 2013 CN
202810717 Mar 2013 CN
202827276 Mar 2013 CN
202833093 Mar 2013 CN
202833370 Mar 2013 CN
102140898 Apr 2013 CN
202895467 Apr 2013 CN
202926404 May 2013 CN
202935216 May 2013 CN
202935798 May 2013 CN
202935816 May 2013 CN
202970631 Jun 2013 CN
103223315 Jul 2013 CN
203050598 Jul 2013 CN
103233714 Aug 2013 CN
103233715 Aug 2013 CN
103245523 Aug 2013 CN
103247220 Aug 2013 CN
103253839 Aug 2013 CN
103277290 Sep 2013 CN
103321782 Sep 2013 CN
203170270 Sep 2013 CN
203172509 Sep 2013 CN
203175778 Sep 2013 CN
203175787 Sep 2013 CN
102849880 Oct 2013 CN
203241231 Oct 2013 CN
203244941 Oct 2013 CN
203244942 Oct 2013 CN
203303798 Nov 2013 CN
102155172 Dec 2013 CN
102729335 Dec 2013 CN
103420532 Dec 2013 CN
203321792 Dec 2013 CN
203412658 Jan 2014 CN
203420697 Feb 2014 CN
203480755 Mar 2014 CN
103711437 Apr 2014 CN
203531815 Apr 2014 CN
203531871 Apr 2014 CN
203531883 Apr 2014 CN
203556164 Apr 2014 CN
203558809 Apr 2014 CN
203559861 Apr 2014 CN
203559893 Apr 2014 CN
203560189 Apr 2014 CN
102704870 May 2014 CN
203611843 May 2014 CN
203612531 May 2014 CN
203612843 May 2014 CN
203614062 May 2014 CN
203614388 May 2014 CN
203621045 Jun 2014 CN
203621046 Jun 2014 CN
203621051 Jun 2014 CN
203640993 Jun 2014 CN
203655221 Jun 2014 CN
103899280 Jul 2014 CN
103923670 Jul 2014 CN
203685052 Jul 2014 CN
203716936 Jul 2014 CN
103990410 Aug 2014 CN
103993869 Aug 2014 CN
203754009 Aug 2014 CN
203754025 Aug 2014 CN
203754341 Aug 2014 CN
203756614 Aug 2014 CN
203770264 Aug 2014 CN
203784519 Aug 2014 CN
203784520 Aug 2014 CN
104057864 Sep 2014 CN
203819819 Sep 2014 CN
203823431 Sep 2014 CN
203835337 Sep 2014 CN
104074500 Oct 2014 CN
203876633 Oct 2014 CN
203876636 Oct 2014 CN
203877364 Oct 2014 CN
203877365 Oct 2014 CN
203877375 Oct 2014 CN
203877424 Oct 2014 CN
203879476 Oct 2014 CN
203879479 Oct 2014 CN
203890292 Oct 2014 CN
203899476 Oct 2014 CN
203906206 Oct 2014 CN
104150728 Nov 2014 CN
104176522 Dec 2014 CN
104196464 Dec 2014 CN
104234651 Dec 2014 CN
203971841 Dec 2014 CN
203975450 Dec 2014 CN
204020788 Dec 2014 CN
204021980 Dec 2014 CN
204024625 Dec 2014 CN
204051401 Dec 2014 CN
204060661 Dec 2014 CN
104260672 Jan 2015 CN
104314512 Jan 2015 CN
204077478 Jan 2015 CN
204077526 Jan 2015 CN
204078307 Jan 2015 CN
204083051 Jan 2015 CN
204113168 Jan 2015 CN
104340682 Feb 2015 CN
104358536 Feb 2015 CN
104369687 Feb 2015 CN
104402178 Mar 2015 CN
104402185 Mar 2015 CN
104402186 Mar 2015 CN
204209819 Mar 2015 CN
204224560 Mar 2015 CN
204225813 Mar 2015 CN
204225839 Mar 2015 CN
104533392 Apr 2015 CN
104563938 Apr 2015 CN
104563994 Apr 2015 CN
104563995 Apr 2015 CN
104563998 Apr 2015 CN
104564033 Apr 2015 CN
204257122 Apr 2015 CN
204283610 Apr 2015 CN
204283782 Apr 2015 CN
204297682 Apr 2015 CN
204299810 Apr 2015 CN
103223315 May 2015 CN
104594857 May 2015 CN
104595493 May 2015 CN
104612647 May 2015 CN
104612928 May 2015 CN
104632126 May 2015 CN
204325094 May 2015 CN
204325098 May 2015 CN
204326983 May 2015 CN
204326985 May 2015 CN
204344040 May 2015 CN
204344095 May 2015 CN
104727797 Jun 2015 CN
204402414 Jun 2015 CN
204402423 Jun 2015 CN
204402450 Jun 2015 CN
103247220 Jul 2015 CN
104803568 Jul 2015 CN
204436360 Jul 2015 CN
204457524 Jul 2015 CN
204472485 Jul 2015 CN
204473625 Jul 2015 CN
204477303 Jul 2015 CN
204493095 Jul 2015 CN
204493309 Jul 2015 CN
103253839 Aug 2015 CN
104820372 Aug 2015 CN
104832093 Aug 2015 CN
104863523 Aug 2015 CN
204552723 Aug 2015 CN
204553866 Aug 2015 CN
204571831 Aug 2015 CN
204703814 Oct 2015 CN
204703833 Oct 2015 CN
204703834 Oct 2015 CN
105092401 Nov 2015 CN
103233715 Dec 2015 CN
103790927 Dec 2015 CN
105207097 Dec 2015 CN
204831952 Dec 2015 CN
204899777 Dec 2015 CN
102602323 Jan 2016 CN
105240064 Jan 2016 CN
204944834 Jan 2016 CN
205042127 Feb 2016 CN
205172478 Apr 2016 CN
103993869 May 2016 CN
105536299 May 2016 CN
105545207 May 2016 CN
205260249 May 2016 CN
103233714 Jun 2016 CN
104340682 Jun 2016 CN
205297518 Jun 2016 CN
205298447 Jun 2016 CN
205391821 Jul 2016 CN
205400701 Jul 2016 CN
103277290 Aug 2016 CN
104260672 Aug 2016 CN
205477370 Aug 2016 CN
205479153 Aug 2016 CN
205503058 Aug 2016 CN
205503068 Aug 2016 CN
205503089 Aug 2016 CN
105958098 Sep 2016 CN
205599180 Sep 2016 CN
205599180 Sep 2016 CN
106121577 Nov 2016 CN
205709587 Nov 2016 CN
104612928 Dec 2016 CN
106246120 Dec 2016 CN
205805471 Dec 2016 CN
106321045 Jan 2017 CN
205858306 Jan 2017 CN
106438310 Feb 2017 CN
205937833 Feb 2017 CN
104563994 Mar 2017 CN
206129196 Apr 2017 CN
104369687 May 2017 CN
106715165 May 2017 CN
106761561 May 2017 CN
105240064 Jun 2017 CN
206237147 Jun 2017 CN
206287832 Jun 2017 CN
206346711 Jul 2017 CN
104563995 Sep 2017 CN
107120822 Sep 2017 CN
107143298 Sep 2017 CN
107159046 Sep 2017 CN
107188018 Sep 2017 CN
206496016 Sep 2017 CN
104564033 Oct 2017 CN
107234358 Oct 2017 CN
107261975 Oct 2017 CN
206581929 Oct 2017 CN
104820372 Dec 2017 CN
105092401 Dec 2017 CN
107476769 Dec 2017 CN
107520526 Dec 2017 CN
206754664 Dec 2017 CN
107605427 Jan 2018 CN
106438310 Feb 2018 CN
107654196 Feb 2018 CN
107656499 Feb 2018 CN
107728657 Feb 2018 CN
206985503 Feb 2018 CN
207017968 Feb 2018 CN
107859053 Mar 2018 CN
207057867 Mar 2018 CN
207085817 Mar 2018 CN
105545207 Apr 2018 CN
107883091 Apr 2018 CN
107902427 Apr 2018 CN
107939290 Apr 2018 CN
107956708 Apr 2018 CN
207169595 Apr 2018 CN
207194873 Apr 2018 CN
207245674 Apr 2018 CN
108034466 May 2018 CN
108036071 May 2018 CN
108087050 May 2018 CN
207380566 May 2018 CN
108103483 Jun 2018 CN
108179046 Jun 2018 CN
108254276 Jul 2018 CN
108311535 Jul 2018 CN
207583576 Jul 2018 CN
207634064 Jul 2018 CN
207648054 Jul 2018 CN
207650621 Jul 2018 CN
108371894 Aug 2018 CN
207777153 Aug 2018 CN
108547601 Sep 2018 CN
108547766 Sep 2018 CN
108555826 Sep 2018 CN
108561098 Sep 2018 CN
108561750 Sep 2018 CN
108590617 Sep 2018 CN
207813495 Sep 2018 CN
207814698 Sep 2018 CN
207862275 Sep 2018 CN
108687954 Oct 2018 CN
207935270 Oct 2018 CN
207961582 Oct 2018 CN
207964530 Oct 2018 CN
108789848 Nov 2018 CN
108799473 Nov 2018 CN
108868675 Nov 2018 CN
208086829 Nov 2018 CN
208089263 Nov 2018 CN
208169068 Nov 2018 CN
108979569 Dec 2018 CN
109027662 Dec 2018 CN
109058092 Dec 2018 CN
208179454 Dec 2018 CN
208179502 Dec 2018 CN
208253147 Dec 2018 CN
208260574 Dec 2018 CN
109114418 Jan 2019 CN
109141990 Jan 2019 CN
208313120 Jan 2019 CN
208330319 Jan 2019 CN
208342730 Jan 2019 CN
208430982 Jan 2019 CN
208430986 Jan 2019 CN
109404274 Mar 2019 CN
109429610 Mar 2019 CN
109491318 Mar 2019 CN
109515177 Mar 2019 CN
109526523 Mar 2019 CN
109534737 Mar 2019 CN
208564504 Mar 2019 CN
208564516 Mar 2019 CN
208564525 Mar 2019 CN
208564918 Mar 2019 CN
208576026 Mar 2019 CN
208576042 Mar 2019 CN
208650818 Mar 2019 CN
208669244 Mar 2019 CN
109555484 Apr 2019 CN
109682881 Apr 2019 CN
208730959 Apr 2019 CN
208735264 Apr 2019 CN
208746733 Apr 2019 CN
208749529 Apr 2019 CN
208750405 Apr 2019 CN
208764658 Apr 2019 CN
109736740 May 2019 CN
109751007 May 2019 CN
208868428 May 2019 CN
208870761 May 2019 CN
109869294 Jun 2019 CN
109882144 Jun 2019 CN
109882372 Jun 2019 CN
209012047 Jun 2019 CN
209100025 Jul 2019 CN
110080707 Aug 2019 CN
110118127 Aug 2019 CN
110124574 Aug 2019 CN
110145277 Aug 2019 CN
110145399 Aug 2019 CN
110152552 Aug 2019 CN
110155193 Aug 2019 CN
110159225 Aug 2019 CN
110159432 Aug 2019 CN
110159432 Aug 2019 CN
110159433 Aug 2019 CN
110208100 Sep 2019 CN
110252191 Sep 2019 CN
110284854 Sep 2019 CN
110284972 Sep 2019 CN
209387358 Sep 2019 CN
110374745 Oct 2019 CN
209534736 Oct 2019 CN
110425105 Nov 2019 CN
110439779 Nov 2019 CN
110454285 Nov 2019 CN
110454352 Nov 2019 CN
110467298 Nov 2019 CN
110469312 Nov 2019 CN
110469405 Nov 2019 CN
110469654 Nov 2019 CN
110485982 Nov 2019 CN
110485983 Nov 2019 CN
110485984 Nov 2019 CN
110486249 Nov 2019 CN
110500255 Nov 2019 CN
110510771 Nov 2019 CN
110513097 Nov 2019 CN
209650738 Nov 2019 CN
209653968 Nov 2019 CN
209654004 Nov 2019 CN
209654022 Nov 2019 CN
209654128 Nov 2019 CN
209656622 Nov 2019 CN
107849130 Dec 2019 CN
108087050 Dec 2019 CN
110566173 Dec 2019 CN
110608030 Dec 2019 CN
110617187 Dec 2019 CN
110617188 Dec 2019 CN
110617318 Dec 2019 CN
209740823 Dec 2019 CN
209780827 Dec 2019 CN
209798631 Dec 2019 CN
209799942 Dec 2019 CN
209800178 Dec 2019 CN
209855723 Dec 2019 CN
209855742 Dec 2019 CN
209875063 Dec 2019 CN
110656919 Jan 2020 CN
107520526 Feb 2020 CN
110787667 Feb 2020 CN
110821464 Feb 2020 CN
110833665 Feb 2020 CN
110848028 Feb 2020 CN
210049880 Feb 2020 CN
210049882 Feb 2020 CN
210097596 Feb 2020 CN
210105817 Feb 2020 CN
210105818 Feb 2020 CN
210105993 Feb 2020 CN
110873093 Mar 2020 CN
210139911 Mar 2020 CN
110947681 Apr 2020 CN
111058810 Apr 2020 CN
111075391 Apr 2020 CN
210289931 Apr 2020 CN
210289932 Apr 2020 CN
210289933 Apr 2020 CN
210303516 Apr 2020 CN
211412945 Apr 2020 CN
111089003 May 2020 CN
111151186 May 2020 CN
111167769 May 2020 CN
111169833 May 2020 CN
111173476 May 2020 CN
111185460 May 2020 CN
111185461 May 2020 CN
111188763 May 2020 CN
111206901 May 2020 CN
111206992 May 2020 CN
111206994 May 2020 CN
210449044 May 2020 CN
210460875 May 2020 CN
210522432 May 2020 CN
210598943 May 2020 CN
210598945 May 2020 CN
210598946 May 2020 CN
210599194 May 2020 CN
210599303 May 2020 CN
210600110 May 2020 CN
111219326 Jun 2020 CN
111350595 Jun 2020 CN
210660319 Jun 2020 CN
210714569 Jun 2020 CN
210769168 Jun 2020 CN
210769169 Jun 2020 CN
210769170 Jun 2020 CN
210770133 Jun 2020 CN
210825844 Jun 2020 CN
210888904 Jun 2020 CN
210888905 Jun 2020 CN
210889242 Jun 2020 CN
111397474 Jul 2020 CN
111412064 Jul 2020 CN
111441923 Jul 2020 CN
111441925 Jul 2020 CN
111503517 Aug 2020 CN
111515898 Aug 2020 CN
111594059 Aug 2020 CN
111594062 Aug 2020 CN
111594144 Aug 2020 CN
211201919 Aug 2020 CN
211201920 Aug 2020 CN
211202218 Aug 2020 CN
111608965 Sep 2020 CN
111664087 Sep 2020 CN
111677476 Sep 2020 CN
111677647 Sep 2020 CN
111692064 Sep 2020 CN
111692065 Sep 2020 CN
211384571 Sep 2020 CN
211397553 Sep 2020 CN
211397677 Sep 2020 CN
211500955 Sep 2020 CN
211524765 Sep 2020 CN
4004854 Aug 1991 DE
4241614 Jun 1994 DE
102009022859 Dec 2010 DE
102012018825 Mar 2014 DE
102013111655 Dec 2014 DE
102015103872 Oct 2015 DE
102013114335 Dec 2020 DE
0835983 Apr 1998 EP
1378683 Jan 2004 EP
2143916 Jan 2010 EP
2613023 Jul 2013 EP
3095989 Nov 2016 EP
3211766 Aug 2017 EP
3049642 Apr 2018 EP
3354866 Aug 2018 EP
3075946 May 2019 EP
2795774 Jun 1999 FR
474072 Oct 1937 GB
1438172 Jun 1976 GB
110469314 Nov 2019 IN
857135212 Feb 1984 JP
20020026398 Apr 2002 KR
13562 Apr 2000 RU
1993020328 Oct 1993 WO
2006025886 Mar 2006 WO
2009023042 Feb 2009 WO
2011119668 Sep 2011 WO
20110133821 Oct 2011 WO
2012139380 Oct 2012 WO
2013158822 Oct 2013 WO
PCTCN2012074945 Nov 2013 WO
2013185399 Dec 2013 WO
2015073005 May 2015 WO
2015158020 Oct 2015 WO
2016014476 Jan 2016 WO
2016033983 Mar 2016 WO
2016078181 May 2016 WO
2016086138 Jun 2016 WO
2016101374 Jun 2016 WO
2016112590 Jul 2016 WO
2016186790 Nov 2016 WO
2017123656 Jul 2017 WO
2017146279 Aug 2017 WO
2017213848 Dec 2017 WO
2018031029 Feb 2018 WO
2018038710 Mar 2018 WO
2018044293 Mar 2018 WO
2018044307 Mar 2018 WO
2018071738 Apr 2018 WO
2018084871 May 2018 WO
2018101909 Jun 2018 WO
2018101912 Jun 2018 WO
2018106210 Jun 2018 WO
2018106225 Jun 2018 WO
2018106252 Jun 2018 WO
2018132106 Jul 2018 WO
2018125176 Jul 2018 WO
2018152051 Aug 2018 WO
2018156131 Aug 2018 WO
2018160171 Sep 2018 WO
2018075034 Oct 2018 WO
2018187346 Oct 2018 WO
2018031031 Feb 2019 WO
2019045691 Mar 2019 WO
2019046680 Mar 2019 WO
2019060922 Mar 2019 WO
2019117862 Jun 2019 WO
2019126742 Jun 2019 WO
2019147601 Aug 2019 WO
2019169366 Sep 2019 WO
2019195651 Oct 2019 WO
2019200510 Oct 2019 WO
2019210417 Nov 2019 WO
2020018068 Jan 2020 WO
2020046866 Mar 2020 WO
2020072076 Apr 2020 WO
2020076569 Apr 2020 WO
2020097060 May 2020 WO
2020104088 May 2020 WO
2020131085 Jun 2020 WO
2020211083 Oct 2020 WO
2020211086 Oct 2020 WO
2021038604 Mar 2021 WO
2021038604 Mar 2021 WO
2021041783 Mar 2021 WO
Non-Patent Literature Citations (114)
Entry
ResearchGate, Answer by Byron Woolridge, found at https://www.researchgate.net/post/How_can_we_improve_the_efficiency_of_the_gas_turbine_cycles, Jan. 1, 2013.
Filipović, Ivan, Preliminary Selection of Basic Parameters of Different Torsional Vibration Dampers Intended for use in Medium-Speed Diesel Engines, Transactions of Famena XXXVI-3 (2012).
Marine Turbine Technologies, 1 MW Power Generation Package, http://marineturbine.com/power-generation, 2017.
Business Week: Fiber-optic cables help fracking, cablinginstall.com. Jul. 12, 2013. https://www.cablinginstall.com/cable/article/16474208/businessweek-fiberoptic-cables-help-fracking.
Fracking companies switch to electric motors to power pumps, iadd-intl.org. Jun. 27, 2019. https://www.iadd-intl.org/articles/fracking-companies-switch-to-electric-motors-to-power-pumps/.
The Leader in Frac Fueling, suncoastresources.com. Jun. 29, 2015. https://web.archive.org/web/20150629220609/https://www.suncoastresources.com/oilfield/fueling-services/.
Mobile Fuel Delivery, atlasoil.com. Mar. 6, 2019. https://www.atlasoil.com/nationwide-fueling/onsite-and-mobile-fueling.
Frac Tank Hose (Frac), 4starhose.com. Accessed: Nov. 10, 2019. http://www.4starhose.com/product/frac_tank_hose_frac.aspx.
PLOS ONE, Dynamic Behavior of Reciprocating Plunger Pump Discharge Valve Based on Fluid Structure Interaction and Experimental Analysis. Oct. 21, 2015.
FMC Technologies, Operation and Maintenance Manual, L06 Through L16 Triplex Pumps Doc No. OMM50000903 Rev: E p. 1 of 66. Aug. 27, 2009.
Gardner Denver Hydraulic Fracturing Pumps GD 3000 https://www.gardnerdenver.com/en-us/pumps/triplex-fracking-pump-gd-3000.
Ekontsev, Yu M., et al. “Two-side sealer operation.” Journal of Mining Science 49.5 (2013): 757-762.
Tom Hausfeld, GE Power & Water, and Eldon Schelske, Evolution Well Services, TM2500+ Power for Hydraulic Fracturing.
FTS International's Dual Fuel Hydraulic Fracturing Equipment Increases Operational Efficiencies, Provides Cost Benefits, Jan. 3, 2018.
CNG Delivery, Fracturing with natural gas, dual-fuel drilling with CNG, Aug. 22, 2019.
PbNG, Natural Gas Fuel for Drilling and Hydraulic Fracturing, Diesel Displacement / Dual Fuel & Bi-Fuel, May 2014.
Integrated Flow, Skid-mounted Modular Process Systems, Jul. 15, 2017, https://ifsolutions.com/why-modular/.
Cameron, A Schlumberger Company, Frac Manifold Systems, 2016.
ZSi-Foster, Energy | Solar | Fracking | Oil and Gas, Aug. 2020, https://www.zsi-foster.com/energy-solar-fracking-oil-and-gas.html.
JBG Enterprises, Inc., WS-Series Blowout Prevention Safety Coupling—Quick Release Couplings, Sep. 11, 2015, http://www.jgbhose.com/products/WS-Series-Blowout-Prevention-Safety-Coupling.asp.
Halliburton, Vessel-based Modular Solution (VMS), 2015.
Chun, M. K., H. K. Song, and R. Lallemand. “Heavy duty gas turbines in petrochemical plants: Samsung's Daesan blant (Korea) beats fuel flexibility records with over 95% hydrogen in process gas.” Proceedings of PowerGen Asia Conference, Singapore. 1999.
Wolf, Jürgen J., and Marko A. Perkavec. “Safety Aspects and Environmental Considerations for a 10 MW Cogeneration Heavy Duty Gas Turbine Burning Coke Oven Gas with 60% Hydrogen Content.” ASME 1992 International Gas Turbine and Aeroengine Congress and Exposition. American Society of Mechanical Engineers Digital Collection, 1992.
Ginter, Timothy, and Thomas Bouvay. “Uprate options for the MS7001 heavy duty gas turbine.” GE paper GER-3808C, GE Energy 12 (2006).
Chaichan, Miqdam Tariq. “The impact of equivalence ratio on performance and emissions of a hydrogen-diesel dual fuel engine with cooled exhaust gas recirculation.” International Journal of Scientific & Engineering Research 6.6 (2015): 938-941.
Ecob, David J., et al. “Design and Development of a Landfill Gas Combustion System for the Typhoon Gas Turbine.” ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition. American Society of Mechanical Engineers Digital Collection, 1996.
II-VI Marlow Industries, Thermoelectric Technologies in Oil, Gas, and Mining Industries, blog.marlow.com (Jul. 24, 2019).
B.M. Mahlalela, et al., .Electric Power Generation Potential Based on Waste Heat and Geothermal Resources in South Africa, pangea.stanford.edu (Feb. 11, 2019).
Department of Energy, United States of America, The Water-Energy Nexus: Challenges and Opportunities purenergypolicy.org (Jun. 2014).
Ankit Tiwari, Design of a Cooling System for a Hydraulic Fracturing Equipment, The Pennsylvania State University, The Graduate School, College of Engineering, 2015.
Jp Yadav et al., Power Enhancement of Gas Turbine Plant by Intake Air Fog Cooling, Jun. 2015.
Mee Industries: Inlet Air Fogging Systems for Oil, Gas and Petrochemical Processing, Verdict Media Limited Copyright 2020.
M. Ahmadzadehtalatapeh et al.Performance enhancement of gas turbine units by retrofitting with inlet air cooling technologies (IACTs): an hour-by-hour simulation study, Journal of the Brazilian Society of Mechanical Sciences and Engineering, Mar. 2020.
Advances in Popular Torque-Link Solution Offer OEMs Greater Benefit, Jun. 21, 2018.
Emmanuel Akita et al., Mewbourne College of Earth & Energy, Society of Petroleum Engineers; Drilling Systems Automation Technical Section (DSATS); 2019.
PowerShelter Kit II, nooutage.com, Sep. 6, 2019.
EMPengineering.com, HEMP Resistant Electrical Generators / Hardened Structures HEMP/GMD Shielded Generators, Virginia, Nov. 3, 2012.
Blago Minovski, Coupled Simulations of Cooling and Engine Systems for Unsteady Analysis of the Benefits of Thermal Engine Encapsulation, Department of Applied Mechanics, Chalmers University of Technology Goteborg, Sweden 2015.
J. Porteiro et al., Feasibility of a new domestic CHP trigeneration with heat pump: II. Availability analysis. Design and development, Applied Thermal Engineering 24 (2004) 1421-1429.
ISM, What is Cracking Pressure, 2019.
Swagelok, The right valve for controlling flow direction? Check, 2016.
Technology.org, Check valves how do they work and what are the main type, 2018.
Rigmaster Machinery Ltd., Model: 2000 RMP-6-PLEX, brochure, downloaded at https://www.rigmastermachinery.com/_files/ugd/431e62_eaecd77c9fe54af8b13d08396072da67.pdf.
Final written decision of PGR2021-00102 dated Feb. 6, 2023.
Final written decision of PGR2021-00103 dated Feb. 6, 2023.
Europump and Hydrualic Institute, Variable Speed Pumping: A Guide to Successful Applications, Elsevier Ltd, 2004.
Capstone Turbine Corporation, Capstone Receives Three Megawatt Order from Large Independent Oil & Gas Company in Eagle Ford Shale Play, Dec. 7, 2010.
Wikipedia, Westinghouse Combustion Turbine Systems Division, https://en.wikipedia.org/wiki/Westinghouse_Combustion_Turbine_Systems_Division, circa 1960.
Wikipedia, Union Pacific GTELs, https://en.wikipedia.org/wiki/Union_Pacific_GTELs, circa 1950.
HCI JET Frac, Screenshots from YouTube, Dec. 11, 2010. https://www.youtube.com/watch?v=6HjXkdbFaFQ.
AFD Petroleum Ltd., Automated Hot Zone, Frac Refueling System, Dec. 2018.
Eygun, Christiane, et al., URTeC: 2687987, Mitigating Shale Gas Developments Carbon Footprint: Evaluating and Implementing Solutions in Argentina, Copyright 2017, Unconventional Resources Technology Conference.
Walzel, Brian, Hart Energy, Oil, Gas Industry Discovers Innovative Solutions to Environmental Concerns, Dec. 10, 2018.
Frac Shack, Bi-Fuel FracFueller brochure, 2011.
Pettigrew, Dana, et al., High Pressure Multi-Stage Centrifugal Pump for 10,000 psi Frac Pump—HPHPS Frac Pump, Copyright 2013, Society of Petroleum Engineers, SPE 166191.
Elle Seybold, et al., Evolution of Dual Fuel Pressure Pumping for Fracturing: Methods, Economics, Field Trial Results and Improvements in Availability of Fuel, Copyright 2013, Society of Petroleum Engineers, SPE 166443.
Wallace, E.M., Associated Shale Gas: From Flares to Rig Power, Copyright 2015, Society of Petroleum Engineers, SPE-173491-MS.
Williams, C.W. (Gulf Oil Corp. Odessa Texas), The Use of Gas-turbine Engines in an Automated High-Pressure Water-Injection Stations; American Petroleum Institute; API-63-144 (Jan. 1, 1963).
Neal, J.C. (Gulf Oil Corp. Odessa Texas), Gas Turbine Driven Centrifugal Pumps for High Pressure Water Injection; American Institute of Mining, Metallurgical and Petroleum Engineers, Inc.; SPE-1888 (1967).
Porter, John A. (SOLAR Division International Harvester Co.), Modern Industrial Gas Turbines for the Oil Field; American Petroleum Institute; Drilling and Production Practice; API-67-243 (Jan. 1, 1967).
Cooper et al., Jet Frac Porta-Skid—A New Concept in Oil Field Service Pump Equipments[sic]; Halliburton Services; SPE-2706 (1969).
Ibragimov, É.S., Use of gas-turbine engines in oil field pumping units; Chem Petrol Eng; (1994) 30: 530. https://doi.org/10.1007/BF01154919. (Translated from Khimicheskaya i Neftyanoe Mashinostroenie, No. 11, pp. 24-26, Nov. 1994.).
Kas'yanov et al., Application of gas-turbine engines in pumping units complexes of hydraulic fracturing of oil and gas reservoirs; Exposition Oil & Gas; (Oct. 2012) (published in Russian).
American Petroleum Institute. API 674: Positive Displacement Pumps—Reciprocating. 3rd ed. Washington, DC: API Publishing Services, 2010.
American Petroleum Institute. API 616: Gas Turbines for the Petroleum, Chemical, and Gas Industry Services. 5th ed. Washington, DC: API Publishing Services, 2011.
Karassik, Igor, Joseph Messina, Paul Cooper, and Charles Heald. Pump Handbook. 4th ed. New York: McGraw-Hill Education, 2008.
Weir SPM. Weir SPM General Catalog: Well Service Pumps, Flow Control Products, Manifold Trailers, Safety Products, Post Sale Services. Ft. Worth, TX: Weir Oil & Gas. May 28, 2016. https://www.pumpfundamentals.com/bumpdatabase2/weir-spm-general.pdf.
The Weir Group, Inc. Weir SPM Pump Product Catalog. Ft. Worth, TX: S.P.M. Flow Control, Inc. Oct. 30, 2017. https://manage.global.weir/assets/files/product%20brochures/SPM_2P140706_Pump_Product_Catalogue_View.pdf.
Shandong Saigao Group Corporation. Q4 (5W115) Quintuplex Plunger Pump. Jinan City, Shandong Province, China: Saigao. Oct. 20, 2014. https://www.saigaogroup.com/product/q400-5w115-quintuplex-plunger-pump.html.
Marine Turbine. Turbine Powered Frac Units. Franklin, Louisiana: Marine Turbine Technologies, 2020.
Rotating Right. Quintuplex Power Pump Model Q700. Edmonton, Alberta, Canada: Weatherford International Ltd. https://www.rotatingright.com/pdf/weatherford/RR%2026-Weatherford%20Model%20Q700.pdf, 2021.
CanDyne Pump Services, Inc. Weatherford Q700 Pump. Calgary, Alberta, Canada: CanDyne Pump Services. Aug. 15, 2015. http://candyne.com/wp-content/uploads/2014/10/181905-94921.q700-quintuplex-pump.pdf.
Arop, Julius Bankong. Geomechanical review of hydraulic fracturing technology. Thesis (M. Eng.). Cambridge, MA: Massachusetts Institute of Technology, Dept. of Civil and Environmental Engineering. Oct. 29, 2013. https://dspace.mit.edu/handle/1721.1/82176.
De Gevigney et al., “Analysis of No load dependent power losses in a planetary gear train by using thermal network method”, International Gear Conference 2014: Aug. 26-28, 2014, Lyon, pp. 615-624.
Special-Purpose Couplings for Petroleum, Chemical, and Gas Industry Services, API Standard 671 (4th Edition) (2010).
The Application of Flexible Couplings for Turbomachinery, Jon R.Mancuso et al., Proceedings of the Eighteenthturbomachinery Symposium (1989).
Pump Control With Variable Frequency Drives, Kevin Tory, Pumps & Systems: Advances in Motors and Drives, Reprint from Jun. 2008.
Fracture Design and Stimulation, Mike Eberhard, P.E., Wellconstruction & Operations Technical Workshop Insupport of the EPA Hydraulic Fracturing Study, Mar. 10-11, 2011.
General Purpose vs. Special Purpose Couplings, Jon Mancuso, Proceedings of the Twenty-Third Turbomachinerysymposium (1994).
Overview of Industry Guidance/Best Practices on Hydraulic Fracturing (HF), American Petroleum Institute, © 2012.
API Member Companies, American Petroleum Institute, WaybackMachine Capture, https://web.archive.org/web/20130424080625/http://api.org/globalitems/globalheaderpages/membership/api-member-companies, accessed Jan. 4, 2021.
API's Global Industry Services, American Petroleum Institute, © Aug. 2020.
About API, American Petroleum Institute, https://www.api.org /about, accessed Dec. 30, 2021.
About API, American Petroleum Institute, WaybackMachine Capture, https://web.archive.org/web/20110422104346 /http://api.org/aboutapi/, captured Apr. 22, 2011.
Publications, American Petroleum Institute, WaybackMachine Capture, https://web.archive.org/web/20110427043936 /http://www.api.org:80/Publications/, captured Apr. 27, 2011.
Procedures for Standards Development, American Petroleum Institute, Third Edition (2006).
WorldCat Library Collections Database Records for API Standard 671 and API Standard 674, https://www.worldcat.org/title/positive-displacement-pumps-reciprocating/oclc/ 858692269&referer=brief_results, accessed Dec. 30, 2021; and https://www.worldcat.org/title/special-purpose-couplings-for-petroleum-chemical-and-gas-industry-services/oclc/871254217&referer-brief_results, accessed Dec. 22, 2021.
2011 Publications and Services, American Petroleum Institute (2011).
Standards, American Petroleum Institute, WaybackMachine Capture, https://web.archive.org/web/20110207195046/http:/www.api.org/Standards/, captured Feb. 7, 2011; and https://web.archive.org/web/20110204112554/http://global.ihs.com/?RID=API1, captured Feb. 4, 2011.
IHS Markit Standards Store, https://global.ihs.com/doc_ detail.cfm?document_name=API%20STD%20674&item_s_key=00010672#doc-detail-history-anchor, accessed Dec. 30, 2021; and https://global.ihs.com/doc_detail.cfm?&input_doc_number=671&input_doc_title=&document_name=API%20STD%20671&item_s_key=00010669&item_key_date=890331&origin=DSSC, accessed Dec. 30, 2021.
Dziubak, Tadeusz, “Experimental Studies of Dust Suction Irregularity from Multi-Cyclone Dust Collector of Two-Stage Air Filter”, Energies 2021, 14, 3577, 28 pages.
AFGlobal Corporation, Durastim Hydraulic Fracturing Pump, A Revolutionary Design for Continuous Duty Hydraulic Fracturing, 2018.
SPM® QEM 5000 E-Frac Pump Specification Sheet, Weir Group (2019) (“Weir 5000”).
Green Field Energy Services Natural Gas Driven Turbine Frac Pumps HHP Summit Presentation, Yumpu (Sep. 2012), https://www.yumpu.com/en/document/read/49685291/turbine-frac-pump-assembly-hhp (“Green Field”).
Dowell B908 “Turbo-Jet” Operator's Manual.
Jereh Debut's Super-power Turbine Fracturing Pump, Leading the Industrial Revolution, Jereh Oilfield Services Group (Mar. 19, 2014), https://www.prnewswire.com/news-releases/jereh-debuts-super-power-turbine-fracturing-pump-leading-the-industrial-revolution-250992111.html.
Jereh Apollo 4500 Turbine Frac Pumper Finishes Successful Field Operation in China, Jereh Group (Feb. 13, 2015), as available on Apr. 20, 2015, https://web.archive.org/web/20150420220625/https://www.prnewswire.com/news-releases/jereh-apollo-4500-turbine-frac-pumper-finishes-successful-field-operation-in-china-300035829.html.
35% Economy Increase, Dual-fuel System Highlighting Jereh Apollo Frac Pumper, Jereh Group (Apr. 13, 2015), https://www.jereh.com/en/news/press-release/news-detail-7345.htm.
Hydraulic Fracturing: Gas turbine proves successful in shale gas field operations, Vericor (2017), https://www.vericor. com/wp-content/uploads/2020/02/7.-Fracing-4500hp-Pump-China-En.pdf (“Vericor Case Study”).
Jereh Apollo Turbine Fracturing Pumper Featured on China Central Television, Jereh Group (Mar. 9, 2018), https://www.jereh.com/en/news/press-release/news-detail-7267.htm.
Jereh Unveiled New Electric Fracturing Solution at OTC 2019, Jereh Group (May 7, 2019), as available on May 28, 2019, https://web.archive.org/web/20190528183906/https://www.prnewswire .com/news-releases/jereh-unveiled-new-electric-fracturing-solution-at-otc-2019-300845028.html.
Jereh Group, Jereh Fracturing Unit, Fracturing Spread, YouTube (Mar. 30, 2015), https://www.youtube.com/watch?v=PIkDbU5dE0o.
Transcript of Jereh Group, Jereh Fracturing Unit, Fracturing Spread, YouTube (Mar. 30, 2015).
Jereh Group, Jereh Fracturing Equipment. YouTube (Jun. 8, 2015), https://www.youtube.com/watch?v=m0vMiq84P4Q.
Transcript of Jereh Group, Jereh Fracturing Equipment, YouTube (Jun. 8, 2015), https://www.youtube.com/watch?=m0vMiq84P4Q.
Ferdinand P. Beer et al., Mechanics of Materials (6th ed. 2012).
Weir Oil & Gas Introduces Industry's First Continuous Duty 5000-Horsepower Pump, Weir Group (Jul. 25, 2019), https://www.global.weir/newsroom/news-articles/weir-oil-and-gas-introduces-industrys-first-continuous-duty-5000-horsepower-pump/.
2012 High Horsepower Summit Agenda, Natural Gas for High Horsepower Applications (Sep. 5, 2012).
Review of HHP Summit 2012, Gladstein, Neandross & Associates https://www.gladstein.org/gna-conferences/high-horsepower-summit-2012/.
Green Field Energy Services Deploys Third New Hydraulic Fracturing System, Green Field Energy Services, Inc. (Jul. 11, 2012), https://www.prnewswire.com/news-releases/green-field-energy-services-deploys-third-new-hydraulic-fracturing-spread-162113425.
Karen Boman, Turbine Technology Powers Green Field Multi-Fuel Frack Pump, Rigzone (Mar. 7, 2015), as available on Mar. 14, 2015, https://web.archive.org/web/20150314203227/https://www.rigzone.co m/news/oil-gas/a/124883/Turbine_Technology_Powers_Green_Field_MultiFuel_Frack_Pump.
“Turbine Frac Units,” WMD Squared (2012), https://wmdsquared.com/work/gfes-turbine-frac-units/.
Leslie Turj, Green Field asset sale called ‘largest disposition industry has seen,’ The INDsider Media (Mar. 19, 2014), http://theind.com/ article-16497-green-field-asset-sale-called-%E2%80%98largest-disposition-industry-has-seen%60.html.
“Honghua developing new-generation shale-drilling rig, plans testing of frac pump”; Katherine Scott; Drilling Contractor May 23, 2013; accessed at https://www.drillingcontractor.org/honghua-developing-new-generation-shale-drilling-rig-plans-testing-of-frac-pump-23278.
Related Publications (1)
Number Date Country
20230313654 A1 Oct 2023 US
Provisional Applications (1)
Number Date Country
62705354 Jun 2020 US
Continuations (4)
Number Date Country
Parent 18124721 Mar 2023 US
Child 18205602 US
Parent 18087181 Dec 2022 US
Child 18124721 US
Parent 17942382 Sep 2022 US
Child 18087181 US
Parent 17173320 Feb 2021 US
Child 17942382 US