Wellbore mud pit safety system

Information

  • Patent Grant
  • 11598178
  • Patent Number
    11,598,178
  • Date Filed
    Friday, January 8, 2021
    3 years ago
  • Date Issued
    Tuesday, March 7, 2023
    a year ago
Abstract
A fluid pit safety system is disclosed to prevent drowning incidents in a fluid pit filled with a fluid. The system comprises a plurality of sensors spatially disposed adjacent the fluid pit, a perimeter detection sub-system defining a perimeter arranged around an edge of the fluid pit, and a rescue device arranged in the fluid pit. The plurality of sensors are configured to detect a change in fluid height in the fluid pit. The perimeter detection sub-system is configured to detect a disruption in the perimeter. The rescue device is configured to move towards a surface of the fluid in the fluid pit in response to the plurality of sensors detecting the change in the fluid height in the fluid pit and the perimeter detection sub-system detecting the disruption in the perimeter.
Description
TECHNICAL FIELD

The present disclosure relates to a safety system for drowning prevention, for example, in a wellbore drilling mud pit.


BACKGROUND

A wellbore is formed by drilling a subterranean zone (for example, a formation, a portion of a formation or multiple formations) using a drilling assembly that includes a drill bit. The drill bit is attached to an end of a drill string. The drill string is rotated, thereby rotating the drill bit. The drill bit is driven through the subterranean zone to form the wellbore. Drilling fluid (also called drilling mud) is flowed from the surface of the formation through the drill string. The drilling fluid flows out of ports in the drill bit and into an annulus formed between an outer surface of the drill string and the inner wall of the wellbore. The drilling mud flows in an uphole direction towards the surface. When doing so, the drilling fluid carries with it, debris that results from the drilling operation. At the surface, the debris is filtered from the drilling fluid (for example, using shale shakers), and the drilling fluid is collected in a mud pit. Pumps connected to the mud pump then pump the drilling fluid back through the drill string, and the flow process is repeated. The mud pits in which the drilling mud is collected can have dimensions large enough for a person or object to accidentally fall into the pit.


SUMMARY

This disclosure describes technologies relating to wellbore mud pit safety systems.


In certain aspects, a fluid pit safety system to prevent drowning incidents in a fluid pit filled with a fluid is disclosed. The fluid pit safety system includes a plurality of sensors spatially disposed adjacent the fluid pit, a perimeter detection sub-system defining a perimeter arranged around an edge of the fluid pit, and a rescue device arranged in the fluid pit. The plurality of sensors are configured to detect a change in fluid height in the fluid pt. The perimeter detection sub-system is configured to detect a disruption in the perimeter. The rescue device is configured to move towards a surface of the fluid in the fluid pit in response to the plurality of sensors detecting the change in the fluid height in the fluid pit and the perimeter detection sub-system detecting the disruption in the perimeter.


In some cases, the fluid pit safety system also has a computer system operatively coupled to the plurality of sensors, the perimeter detection sub-system, and the rescue device, The computer system includes one or more processors; and a computer-readable medium storing instructions executable by the one or more processors to perform operations including receiving a first signal from the plurality of sensors in response to the change in the fluid height in the fluid pit, receiving a second signal from the perimeter detection sub-system in response to detecting the disruption in the perimeter, and actuating a rescue sub-system connected to the rescue device to move the rescue device towards the surface of the fluid in the fluid pit.


In some embodiments, the rescue sub-system has a first motor connected to a first end of the rescue device. A second end of the rescue device can be attached to an anchor arranged on a floor of the fluid pit. In some systems, the first motor is configured to rotate in a first direction such that the first end of the rescue device moves axially within the fluid pit. In some the rescue sub-system comprises a second motor connected to a second end of the rescue device. The second motor can be configured to rotate in a first direction such that the second end of the rescue device moves axially within the fluid pit.


In some embodiments, the rescue device is a net.


In some fluid pit safety systems, a rescue sub-system comprises a plurality of rescue devices.


The perimeter detection sub-system can include at least one light emitter configured to emit a light beam; a plurality of field deflectors configured to direct the light beam, and at least one light beam detector configured to detect the light beam. The plurality of field deflectors may be arranged around the edge of the fluid pit. In some embodiments, the light beam detector is configured to detect the disruption of the perimeter in response to detecting an absence of the light beam emitted by the light emitter.


In some fluid pit safety systems, the plurality of sensors includes a fluid height sensor arranged above the surface of the fluid in the fluid pit. The fluid height sensor can be configured to detect an increase or decrease in the fluid height. The fluid height sensor can be an ultrasonic sensor.


In some embodiments, plurality of sensors includes gas detectors arranged above the surface of the fluid pit. 16. The gas detectors can be configured to sense concentrations of at least one of hydrogen sulfide and hydrocarbon gas.


Some fluid pit safety systems also include a camera configured to capture images of the fluid pit.


In some instances, the fluid pit safety system includes an alarm sub-system configured to notify an operator. The alarm sub-system is operatively coupled to a processor. The alarm sub-system can include a first alarm and a second alarm.


In certain aspects, a method for preventing a safety incident; the method includes detecting a state change of a perimeter detection arrangement arranged around an edge of a pit of fluid, detecting a change in fluid height using a plurality of sensors arranged above the fluid pit, and deploying a rescue device in the fluid pit in response to detecting the state change and in response to detecting the change in the fluid height.


Some methods include deploying a rescue device in the fluid pit comprises detecting a location of an object in the fluid. The location can be detected using a camera.


In some embodiments, the method also includes deploying the rescue device in the fluid pit further comprises raising a first end of a rescue device such that the first end is adjacent an edge of the fluid pit. In some methods, a motor raises the first end of the rescue device. The can be rescue device is a net.


In some methods, deploying the rescue device in the fluid pit further includes raising a first end of a plurality of rescue devices such that the first ends are adjacent an edge of the fluid pit.


In some embodiments, detecting a state change of a perimeter detection arrangement arranged around the edge of the fluid pit includes generating a light emitter perimeter around an edge of the fluid pit and detecting a break in the light emitter perimeter.


In some methods, detecting a state change of a perimeter detection arrangement arranged around the edge of the fluid pit includes actuating a visual alarm.


Some methods also include actuating an alarm to notify an operator of the safety incident. The alarm can be a visual alarm, an auditory alarm, or both a visual alarm and an auditory alarm.


In certain aspects, a fluid pit safety system to prevent drowning incidents in a fluid pit filled with a fluid, the system includes a plurality of sensors spatially disposed adjacent the fluid pit, a perimeter detection sub-system defining a perimeter arranged around an edge of the fluid pit, and a rescue device arranged in the fluid pit, The plurality of sensors include an ultrasonic sensor configured to detect a change in fluid height in the fluid pit. The perimeter detection sub-system is configured to detect an object crossing the perimeter. The rescue device includes a net.


A first end of the net is configured to move towards a surface of the fluid in the fluid pit in response to the plurality of sensors detecting the change in the fluid height in the fluid pit and the perimeter detection sub-system detecting the disruption in the perimeter.


The fluid pit safety system may reduce the frequency and severity of safety incidents (e.g., drowning incidents, hazardous gas incidents) in or adjacent a volume of fluid. The fluid pit safety system may also reduce the number of fatalities and/or injury that result from the safety incidents. The system may further expedite rescue by actuating a rescue device closest to the victim and alerting personnel to the safety incident.


The details of one or more embodiments are set forth in the accompanying drawings and the description below. Other features, objects, and advantages will be apparent from the description and drawings, and from the claims.





DESCRIPTION OF DRAWINGS


FIG. 1 is a schematic view of a mud pit safety system.



FIGS. 2A and 2B are schematic views of the safety system of FIG. 1 in operation.



FIGS. 3A and 3B are schematic views of a perimeter detection device of the safety system in a first state and a second state.



FIGS. 4A and 4B are schematic views of a rescue device of the safety system in the undeployed and deployed positions.



FIG. 5 is a flow diagram of an example of a method for using a safety system.



FIG. 6 is a safety system that include multiple rescue devices.



FIGS. 7A-7C are schematic views of a fluid height sensor with a float device.





Like reference symbols in the various drawings indicate like elements.


DETAILED DESCRIPTION OF THE FIGURES

A safety system to detect a drowning incident and deploy a rescue device is disclosed. The safety system is arranged adjacent a pit of a hydrocarbon production facility, for example, a mud pit of a wellbore drilling system. The safety system includes a rescue sub-system, a perimeter detection sub system, and multiple sensors. Each of the rescue sub-system, perimeter detection sub system, and multiple sensors are operatively connected to a processor. The perimeter detection sub-system generates a crossable perimeter, for example, a light beam perimeter, around a pit. The multiple sensors monitors a change in the water height, and the rescue sub-system deploys the rescue device. When triggered, the perimeter detection sub-system signals to the processor that the perimeter has been broken, indicating that a person (or object) is near or approaching the fluid pit. The processor then prompts the multiple sensors to analyze the water height of the fluid pit. If the water height has changed, it can be inferred that the person or object near the fluid pit, fell into the fluid pit producing waves and that a drowning incident is occurring. The waves are measured as changes in water height, sensed by the multiple sensors. The processor, having determined that the perimeter has been broken and that the height of the waves have changed, causes the rescue sub-system to deploy a rescue device to aid the drowning victim and prompts an alarm system to alert near-by personnel of the drowning event.


The fluid pit safety system notifies rig personnel to a potential drowning incident in mud or fluid pits and deploys a rescue device to aid the drowning victim. The fluid pit safety system can increase safety and decrease fatal or traumatic accidents in an oil production environment. The fluid pit safety system may prevent the drowning victim from attempting to escape the pit, unassisted, using the edges of the pit. The edges of the pit are slippery and can increase the risk of injury to the drowning victim. The fluid pit safety system provides a safer path for rescue while also alerting any surrounding personnel. Further, the fluid pit safety system may operate autonomously, without human interference and may operate during a power failure.


In addition, the safety system also monitors pit levels to detect overflow using multiple gas sensors. The fluid pit safety system can detect dangerous gas leaks around or in the fluid pit. The safety system may be used in wellbore drilling system environments or may be applied to other environments with similarly sized bodies of fluid, for example, a recreational pool, reservoir, or pond to improve the safety of these environments.



FIG. 1 shows a fluid pit safety system 100 that may prevent safety incidents from occurring in a pit (fluid pit) 102 filled with fluid, arranged in a wellbore drilling system. A pit, in general, is an open hole or space dug in the ground that can hold a volume of fluid and whose dimensions (length, width, diameter, depth) is large enough to hold a large volume of fluid. The type of fluid that the pit contains can cause drowning, for example, because the fluid is viscous or toxic. The mud pit is part of an oil rig system for drilling a wellbore. The fluid pit may hold drilling mud, produced water, or any other type of fluid used during wellbore drilling. Alternatively or in addition, the pit can be used to collect or store fluids during hydrocarbon production after the wellbore has been formed or for other well operations.


In the fluid pit safety system 100, the fluid pit 102 is a mud pit of the wellbore drilling system. The fluid pit safety system 100 includes multiple sensors 106, spatially disposed adjacent the fluid pit 102, a perimeter detection sub-system 104 adjacent an edge 110 the fluid pit, and a rescue device 108.


The perimeter detection sub-system 104 generates a perimeter 112 and is arranged around the edge of the fluid pit 102. The perimeter may be arranged at or at a distance from an edge 110 of the fluid pit 102. The perimeter 112 is a light beam perimeter. As described below, the perimeter detection sub-system 104 is configured to detect a disruption in the perimeter 112, for example an object crossing the perimeter 112.


The perimeter detection sub-system 104 includes a light emitter 114, for example a light emitter, that is operable to emit a light beam 116. The perimeter detection sub-system 104 has multiple field deflectors 118a-d. The field sensor deflectors can be mirrors or light guides that reflect or guide the light beam. The field sensor deflectors are arranged periodically around the edge 110 of the perimeter 112 to direct the light beam 116 around the edge 110 of the perimeter 112.


The path of the light beam 116, which defines the perimeter 112 extends around the edge 110 of the fluid pit 102 and is received by a light beam detector 120. The field deflectors 118a-d are positioned 3 inches (in) to 6.5 feet (ft) from the edge 110 of the fluid pit 102. Some field deflectors are be positioned adjacent or within 1 inch feet to about 12 feet of the edge 110. The light emitter 114 and the light beam detector 120 are arranged adjacent each other, but oriented in opposite directions so that the perimeter 112 extends around a majority of the fluid pit. In some fluid pit safety systems, the light emitter and light beam detector are mechanically coupled to form a unit. The coupling of the light emitter and light beam detector may reduce the complexity of repairs to the light emitter or light beam detector. In some fluid pit safety systems, the perimeter extends around a portion of the fluid pit, for example a single side of the fluid pit. The light beam detector 120 is configured to detect a disruption of the perimeter 112 in response to detecting an absence of the light beam 116 emitted by the light emitter 114.


Some perimeters are other wavelength light beams or light barriers, for example using infra-red light or ultraviolet light. Some perimeters are light curtains. Some perimeters are image based perimeters, for example, a field of vision of a camera.


The fluid pit safety system 100 includes a computer system 122 arranged in a housing 124 adjacent the edge 110 of the fluid pit 102. Some computer systems are remotely located or are located elsewhere in the wellbore drilling system. The computer system 122 includes processor 126 and a computer-readable medium storing instructions executable by the processors 126 to perform operations. The processor 126 is operatively coupled to the multiple sensors 106, the perimeter detection sub-system 104 and the rescue device 108. The processor 126 receives a signals from the perimeter detection sub-system 104 and the multiple sensors 106 and, in response, actuates the deployment of the rescue device 108.


The fluid pit safety system 100 also includes a camera 128 arranged adjacent the fluid pit 102 in the housing 124. Some cameras are arranged above the mud pit. Some cameras are arrange outside the housing. The camera 128 is a wide view camera that captures images of the fluid pit 102. The processor 126 is operatively coupled to the camera 128 such that the processor 126 analyzes images captured by the camera 128. The camera 128 is also operatively connected to a supervisor computer system (supervisor display) 130 such that the camera 128 transmits images or videos to the supervisor computer system (display) 130 when a drowning incident is detected. In some fluid pit safety systems, the camera transmits images or videos to the display when a perimeter disruption is detected by the perimeter detection sub-system. In some fluid pit safety systems, the camera transmits images or videos to the display when, alternatively or additionally to the perimeter disruption, a fluid height change outside a predetermined range is detected in the fluid pit by the multiple sensors.


An alarm sub-system includes a first alarm 132, for example, an LED, mounted on the housing 124 and a second alarm 134, for example a visual notification in the display device or an auditory alarm emitted from a speaker of the housing 124. The alarm sub-system is operatively coupled to the processor 126, such that the processor 126 prompts the first and second alarms 132, 134. The processor 126 prompts the first alarm 132 based on the signals received from the perimeter detection sub-system 104. Alternatively or in addition, the processor 126 prompts the second alarm 134 based on signals received from the multiple sensors 106 or based on both the signals received from the multiple sensors 106 and the signals received from the perimeter detection sub-system 104. Some fluid pit safety systems have a variety of auditory and visual alarms that notify workers, supervisors, and persons to the drowning incident.


A power supply 135 is electrically connected to the perimeter detection sub-system 104, the multiple sensors 106, a rescue sub-system (FIG. 4A), the computer system 122, the camera 128, and the alarm sub-system 13. The power supply 135 can include a solar powered back up supply and/or battery that continues to provide power to the fluid pit safety system 100 in the event of a power failure.



FIGS. 2A and 2B are schematic views of the fluid pit safety system 100 of FIG. 1 in operation. FIG. 2A shows the perimeter detection sub-system 104 in a first state and FIG. 2B shows the perimeter detection sub-system 104 in a second (triggered) state. In the first state, the light beam 116 extends from the light emitter 114 to the light beam detector 120 via the field deflectors 118a-118d. The light beam detector 120 receives the light beam 116 and the light circuit is completed without interruption. Consequently, in some implementations, no signals are transmitted to the processor. Alternatively or in addition, in some implementations, the perimeter detection sub-system transmits a “perimeter maintained” signal to the processor that represents the absence of a perimeter disruption.



FIG. 2B shows a perimeter disruption caused by a person crossing the perimeter 112. The person blocks the light beam 116 and the light beam detector 120 does not receive the light beam 116 for a period of time (for example, at least 1 millisecond or even less). In response to the light beam detector 120 not receiving the light beam 116 for the period of time, the perimeter detection sub-system 104 sends a perimeter disruption (first) signal to the processor 126. In response to the perimeter disruption signal, the processor 126 transmits a signal to the first alarm 132 on the housing 124 causing the first alarm 132 to emit a light.


In some fluid pit safety systems, the first alarm is not prompted by disruption of the perimeter alone. That is, the perimeter disruption signal alone does not indicate that a drowning incident is occurring, as the person could block the beam 116, break the perimeter 112, and move away from the fluid pit after viewing the first alarm 132 or recognizing his/her surroundings. Instead, receiving the perimeter disruption signal indicates to the processor 126 that the water height hfluid should be analyzed. If the water height hfluid is changing, particularly above a specified threshold, one can infer that the person who disrupted the perimeter 112 fell into the fluid pit 102 and generated waves in the fluid pit 102.



FIGS. 3A and 3B are schematic views of the perimeter detection sub-system 104 of the fluid pit safety system 100 in a first state and a second state. The multiple sensors 106 are mounted on the housing 124. The multiple sensors 106 of the fluid pit safety system 100 are configured to detect the fluid height hfluid, a change in fluid height Δhfluid, and dangerous gas concentrations. The multiple sensors 106 include fluid height sensor 136 for detecting a fluid height hfluid in the fluid pit 102. In the fluid pit safety system 100, the fluid height sensor 136 is an ultrasonic sensor. Some fluid height sensors are float devices, described in further detail with reference to FIGS. 7A-7C. The fluid height sensor 136 is arranged on an arm 138 of the housing 124. The arm 138 extends so that the fluid height sensor 136 is arranged above the surface of the fluid in the fluid pit 102. The fluid height sensor 136 is oriented so that the fluid height sensor 136 is perpendicular to the surface of the fluid in the fluid pit 102. When taking a fluid height measurement, the fluid height sensor 136 emits an ultrasonic waves 140a and receives reflected ultrasonic waves 140b. The ultrasonic waves 140a reflect off various surfaces (target surfaces), for example, the surface of the fluid and/or a floor 137 of the fluid pit 102. The travel time of the wave is proportional to the distance between the fluid surface and the fluid height sensor 136. The travel time of the wave can indicate that the fluid surface height hfluid has changed relative to the fluid height sensor 136 when compared to a previously fluid height measurement. For example, a shorter travel time compared to a previous fluid height measurement indicates that the fluid level has risen relative to the fluid height sensor, whereas longer travel time compared to a previous fluid height measurement indicates that the fluid level has receded relative to the fluid height sensor. In this configuration, the fluid height sensor 136 is configured to detect an increase or decrease in the fluid height hfluid.


The fluid height sensor 136 emits a series of ultrasonic waves 140a over a period of time (e.g., 1 second, 3 seconds, 5 seconds, 10 seconds, 15 second, 20 seconds, 30 seconds) when prompted by the processor 126. The data generated by the fluid height sensor 136 is evaluated and/or analyzed to determine if the sensed fluid height haw or change in fluid height Δhfluid is outside a predetermined threshold (e.g., a fluid height that is greater than 3 ft, 4 ft, 5 ft, 6 ft, 7 ft, 8 ft, 9 ft, or 10 ft) or range (e.g., a change in fluid height that is more than 1 inch, 2 inches, 3 inches, 4 inches, 5 inches, or 6 inches). The predetermined threshold and/or range accounts for changes in fluid height due to various environmental stimuli, for example vibrations due to adjacent drilling equipment or wind. In some instances, the fluid height sensor continuously transmits ultrasonic waves and continually analyzes the reflected ultrasonic waves to determine the fluid height or change in fluid height. In some instances, the fluid height sensor periodically transmits ultrasonic waves and periodically analyzes the reflected ultrasonic waves to determine the fluid height or change in fluid height. The fluid height sensor may transmit ultrasonic waves every minute, every 5 minutes, every 15 minutes, every 30 minutes, every 45 minutes, or every hour.


Some fluid pit safety systems can compare the travel time to known travel times that correspond to known distances, thereby determining the exact distance of the fluid sensor from the surface. In such a system, the fluid height sensor also analyzes the waves reflected from the floor of the mud pit. The difference between the distance from the fluid height sensor to the fluid surface and the distance from the fluid height sensor to the bottom of the mud pit is the calculated fluid height. In some fluid pit safety systems, the depth of the fluid pit is known and the difference between the distance from the fluid height sensor to the fluid surface and the known pit depth is the fluid height.


The multiple sensors can include gas detectors 142 also mounted on the arm 138 of the housing 124 so that the gas detectors 142 are directly above the surface of the fluid pit 102. The gas detectors 142 are configured to sense concentrations hydrogen sulfide and hydrocarbon gas released from the fluid pit 102. The gas detectors 142 have a predetermined gas concentration threshold above which is considered a high gas concentration. When the gas detectors 142 measure a gas concentration (or multiple gas concentrations) below the threshold, the multiple sensors 106 do not transmit a signal to the processor 126. The detected concentration below the threshold may be categorized as a low or regular concentration. The gas detectors 142 send a third signal, e.g., a high gas concentration signal, to the processor 126 if the gas concentrations exceed the threshold, for example about 8 parts per million (ppm) to about 12 ppm (e.g., 10 ppm) for hydrogen sulfide and about 0 ppm to about 15 ppm (e.g., above 0 ppm) for hydrocarbon gas. In some systems, the threshold for each gas is the lower explosion level of the gas. In response to the high gas concentration signal, the processor 126 prompts the first alarm 132 to emit a light. Some processors 126, upon receiving a high gas concentration signal, prompt both the first alarm 132 and the second alarm 134. In some instances, the gas detector can have multiple threshold associated with specific gases, for example, a threshold concentration for hydrogen sulfide and a different threshold concentration for hydrocarbon gas.


The multiple sensors 106 are prompted by the processor 126 to take a water height measurement using the fluid height sensor 136, in response to the processor 126 receiving a perimeter disruption signal. In some fluid pit safety systems, the water height sensor continually measures the water height. In such a system, the processor receives a packet of water height data from the multiple sensors. If an object has fallen into the fluid pit 102, the water height changes. The fluid height sensor 136 detects changes in the fluid height Δhfluid and compares the changes in the fluid height Δhfluid to a predetermined range. If the changes in the fluid height Δhfluid are outside the predetermined range, the multiple sensors 106 transmits a water height change (second) signal. In some systems, the processor monitors the multiple sensors to detect changes in the fluid height. The processor 126 receives a second (water height change) signal from the multiple sensors 106. In response to receiving a perimeter disruption signal and a water height change signal, the processor 126 actuates a rescue sub-system (FIGS. 4A and 4B) connected to the rescue device 108. In the fluid pit safety system 100, the rescue device 108 moves towards the surface of the fluid in the fluid pit 102.



FIGS. 4A and 4B are schematic views of a rescue device 108 of the fluid pit safety system 100 in the undeployed and deployed positions. FIG. 4A shows the rescue device 108 of a rescue sub-system 144 arranged in the fluid pit 102 in an undeployed position. During a drowning incident, the rescue device 108 is actuated by the rescue sub-system 144. The rescue sub-system 144 includes a first motor 146 connected to a first end 148 of the rescue device 108. An anchor 149 of the rescue sub-system is arranged at a center point on the floor 137 of the fluid pit 102. A second end 150 of the rescue device 108 is releasably attached to the anchor 149, for example, by complimentary hooks. The rescue device 108 is a net. Some rescue devices are ropes or a sheet of flexible fabric. Some rescue devices are rigid beams that are connect to the motor 146 by a rope. The rescue device is reusable and maintains a position in the fluid pit 102 between uses. The rescue device is detachable from the anchor 149 so that a new rescue device can be installed in the event of a tear or deterioration of the rescue device 108.


The rescue device 108 is configured to move towards the surface of the fluid in the fluid pit 102, in response to the multiple sensors 106 detecting the change in the fluid height hfluid in the fluid pit 102 and the perimeter detection sub-system 104 detecting the disruption in the perimeter 112. The processor 126 prompts the rescue sub-system 144 to move the rescue device 108 from an undeployed position to a deployed position. FIG. 4B shows the rescue device 108 in the fluid pit 102 in the deployed position. The motor 146 rotates in a first direction, moving the first end 148 of the rescue device 108 axially within the fluid pit 102, towards the surface of the fluid. In the deployed position, the rescue device 108 is taut and capable of holding the weight of the drowning victim. Rotating the motor 146 in a second direction, opposite the first direction, releases tension in the taut rescue device 108. The first end 148 of the rescue device 108 sinks into the fluid pit 102 as the motor 146 rotates in the second direction, moving the rescue device 108 from the deployed position to the undeployed position.



FIG. 5 is a flow diagram of an example of a method 180 for using a safety system. The method 180 is described with reference to the fluid pit safety system 100, however, the method 180 can be used with any applicable safety system. The method 180 may prevent a safety incident (e.g., a drowning incident and/or a toxic gas incident).


Initially, the perimeter 112 of the perimeter detection sub-system 104 extends from the light emitter 114 to the light beam detector 120 via the field deflectors 118a-d. The perimeter 112 extends around the edge 110 of the fluid pit 102. The light beam detector 120 monitors the perimeter 112 (step 182). The multiple sensors 106 monitors the concentrations of gases from the fluid pit 102.


A person (or other animal or object) moving about the wellbore drilling system breaks the perimeter 112 and disrupts the emission of the light beam 116 from the light emitter 114 to the light beam detector 120. The light beam detector 120 detects an absence of light and transmits a perimeter disruption (first) signal to the processor 126 (step 182). The processor 126 prompts the fluid height sensor 136 to detect a change in fluid height over time, for example between about 3 seconds to about 5 seconds. Some fluid height sensors detect over a time period of less than 3 seconds or more than 5 seconds, e.g., 0.5 seconds, 1 second, 2 seconds, 6 seconds, 10 seconds, or 15 seconds. The processor can also prompt the first alarm to emit a visual notification.


The fluid height sensor 136, arranged above the surface of the fluid, monitors the fluid height over the period of time. (step 186). If the fluid height does not change, or changes within a predetermined range, the fluid pit safety system 100 returns to the initial state. In such as case, the person or animal may have retreated after breaking the perimeter 112 or an object leaf have temporarily disrupted the light beam 116, for example a leaf. If the fluid height sensor 136 detects a change in fluid height Δhfluid, the fluid height sensor 136 transmits a fluid height change (second) signal to the processor 126.


In response to both the perimeter disruption signal and the fluid height change signal, the processor actuates the rescue sub-system 144 to deploy the rescue device 108 (step 188). The processor 126 also prompts the first and the second alarm 132, 134 to emit a visual and auditory alert. The processor 126 transmits images from the camera 128 to the supervisor computer system 130. In some fluid pit safety systems, the images captured by the camera are analyzed to determine the location of the person immersed in the fluid pit. To deploy the rescue device 108, the first motor 146 rotates in the first direction to move the first end 148 of the rescue device towards the surface. The motor 146 continues to rotate in the first direction until the rescue device 108 is able to bear the weight of the immersed person (about 225-250 lbs). In some cases, the first end of the rescue device is attached to multiple motors, so that the maximum load of the rescue device is increased. The first end 148 of the rescue device is adjacent or above the edge 110 of the fluid pit 102.


A supervisor can cancel the first and second alarms 132, and 134 after rescuing the immersed person from the fluid pit 102. The processor 126 prompts the rescue sub-system 144 to rotate in the second direction, sinking the rescue device 108 to an initial position for reuse.



FIG. 6 is the fluid pit safety system 100 that includes multiple rescue devices 108. A rescue sub-system 290 is substantially similar to the rescue sub-system 144, however, the rescue subsystem 190 has multiple rescue device 108 and multiple motors 146. The second ends 150 of each of the rescue devices 108 are releasably attachable to the anchor 149. Some rescue sub-systems have additional rescue devices, for example 3, 4, 5, 6, 7, or 8 rescue devices.


The rescue sub-system 190 operates similarly to the rescue sub-system 144, however, the rescue sub-system 190 deploys the rescue device closest to the immersed victim. For example, in response to receiving the perimeter disruption signal and the water height change signal, the processor prompts the camera to capture images of the mud pit. The processor then processes the images and determined the location of the immersed victim relative to the anchor and determines the closest rescue device to the immersed victim. If the immersed victim is equidistant from both rescue devices, the rescue sub-system deploys both rescue devices. The motors continue to rotate in the first direction until the rescue devices are able to bear the weight of the immersed victim. The first ends of the rescue devices are adjacent or above the edge of the fluid pit.


In some fluid pit safety systems, the rescue device spans the width of the fluid pit. In some fluid pit safety systems the rescue device spans the length of the fluid pit.


While a rescue sub-system with a single motor has been previously described, some rescue sub-systems include a first motor attached to the first end of the rescue device and a second motor attached to a second end of the rescue device. The rescue device has three deployed positions. A first deployed position in which the first end of the rescue device is adjacent the edge of the fluid pit, a second deployed position in which the second end of the rescue device is adjacent the edge of the fluid pit, and a third deployed device in which the first and the second ends of the rescue device are adjacent the edge of the fluid pit. In such an embodiment, the rescue device can be flexible (e.g., a net) or rigid (e.g., a pole). In such an embodiment, the rescue sub-system does not include an anchor.



FIGS. 7A-7C are schematic views of a fluid height sensor 200 of the fluid pit safety system 100 with a float device 202. The fluid height sensor 200 is substantially similar to the fluid height sensor 136, however, the fluid height sensor 200 uses the float device 202 as the target surface of the ultrasonic sensor, rather than the surface of the fluid in the fluid pit 102 or the floor 137 of the fluid pit 102. The fluid height sensor 200 can be any sensor for measuring the proximity of an object, for example infrared triangulation sensors, laser sensors, Time-of-Flight sensors, magnetic field sensors, or ultrasound sensors. FIG. 7A shows the float device 202 at a low fluid level, FIG. 7B shows the float device at a normal fluid level, and FIG. 7C shows the float device 202 at a high fluid level. The float device 202 is made of a buoyant material, for example a polymer substance or rubber. The float device is anchored to the floor 137 of the fluid pit 102, e.g., by a retractable tether (not shown) that prevents the float device 202 from moving out of the range of the fluid height sensor 200. The tether can extend when pulled by the float device 202, for example, when the water level rises.


In use, the fluid height sensor 200 emits a series of ultrasonic waves 140a over a period of time (e.g., 1 second, 3 seconds, 5 seconds, 10 seconds, 15 second, 20 seconds, 30 seconds) when prompted by the processor 126 to take float device distance measurements. The reflected waves 140b reflect off the float device 202 and are received by the fluid height sensor 200. The data generated by the fluid height sensor 200 is evaluated and/or analyzed to determine if a sensed float device distance ddevice or a change in float device distance Δddevice. The float device distance ddevice is inversely proportional to the fluid height hfluid of the fluid in the fluid pit 102, whereas the change in the float device distance Δddevice fluid height is equal to the change in fluid height Δhfluid of the fluid in the fluid pit 102. The float device distance Δddevice and/or change in float device distance Δddevice are compared to a predetermined threshold (e.g., a float device distance that is greater than 3 ft, 4 ft, 5 ft, 6 ft, 7 ft, 8 ft, 9 ft, or 10 ft; or a change in float device distance that is more than 1 inch, 2 inches, 3 inches, or 4 inches). The predetermined thresholds account for changes in fluid height due to various environmental stimuli, for example vibrations due to adjacent drilling equipment or wind.


A large float device distance ddevice, e.g, 4 ft to 6 ft, indicates that the float device 202 is far from the fluid height sensor 200 and that the fluid height hfluid is low, as shown in FIG. 7A. A normal float device distance ddevice, e.g., 2 ft to 4 ft, indicates that the float device 202 is a standard distance from the fluid height sensor 200 and that the fluid height hfluid is normal, as shown in FIG. 7B. A small float device distance ddevice, e.g., Oft to 2 ft, indicates that the float device 202 is close to the fluid height sensor 200 and that the fluid height hfluid is high, as shown in FIG. 7C.


If the fluid height sensor 200 detects a small float device distance ddevice (high fluid height), when the fluid height sensor 200 is prompted by the processor 126, the fluid height sensor 200 transmits a high fluid level signal to the processor 126. With the high fluid level signal from the fluid height sensor 200, and the perimeter disruption signal from the perimeter detection sub-system 104, the processor 126 can infer that a drowning incident is occurring and prompts the rescue sub-system 144 to deploy the rescue device 108.


The fluid height sensor 200 can also determine the change in float device distance Δddevice, rather than or in addition to the float device distance ddevice. The fluid height sensor 200 emits a series of ultrasonic waves 140a over a period of time (e.g., 3 seconds) when prompted by the processor 126 to take float device distance measurements. As previously described, the fluid height sensor 200 determines the distance between the float device and the fluid height sensor 200 (float device distance ddevice). The fluid height sensor 200 can further process the data generated by fluid height sensor 200 and compare changes in float device distance Δddevice over time.


The fluid height sensor 200 may detect a change in float device distance Δddevice, for example the float device distance ddevice taken at 1 second may be less that the float device distance ddevice taken at 2 seconds over the 3 second time period. This change in float device distance Δddevice is equal to the change in fluid height Δhfluid. The difference between the largest float device distance ddevice measured over the time period and the smallest float device distance ddevice measured over the time period is compared to a threshold. The threshold may be 2 in, 3 in, 4 in, 5 in, or 6 in. If the difference is less than the threshold, the change in fluid height Δhfluid is decidedly negligible and may be, for example, small waves caused by wind. If the difference is at or greater than the threshold, the change in fluid height Δhfluid is significant and indicates that a large object (e.g., a drowning victim) has fallen in the fluid pit 102. The fluid height sensor 200 transmits a fluid level change signal to the processor 126.


With the fluid level change signal from the fluid height sensor 200, and the perimeter disruption signal from the perimeter detection sub-system, the processor 126 can infer that a drowning incident is occurring and prompts the rescue sub-system 144 to deploy the rescue device 108.


While the field deflectors of the perimeter detection sub-system have been described as light guides, some field deflectors are light detectors attached to light beam emitters. The perimeter detection sub-system further includes a power source for each field deflector and a wireless connection to the processor. The field deflectors each include a light beam detector and a light emitter. The light emitters can be arranged at an angle relative to the light beam detector so that the emitted light beam follows the edge of the fluid pit. The light beam detectors are configured to detect a beam of light from a light emitter of a different field deflector or from the light emitter of the perimeter detection sub-system.


An exemplary method of a perimeter detection sub-system with two field deflectors (a first and second field detector) is described, however, the method can be applied to a perimeter detection sun-system with more than two field deflectors, e.g., three to thirty field deflections. In use, the perimeter detection sub-system emits a first light beam using the light emitter of the perimeter detection sub-system. The first emitted light beam is received by a light beam detector of a first field deflector. The first field deflector then transmits a perimeter maintained signal to the processor indicating that the first light beam has been received. Regardless of the detection of the first light beam, the first field deflector emits second light beam using a light emitter of the first deflector. The second light beam is received by a light beam detector of a second field deflector. The second field deflector transmits a perimeter maintained signal to the processor indicating that the second light beam has been received. Regardless of the detection of the second light beam, the second field deflector emits third light beam using a light emitter of the second deflector. The light detector of the perimeter detection sub-system receives the third light beam and transmits a perimeter maintained signal to the processor indicating that the third light beam has been detected. The perimeter is defined by the first, second, and third light beams.


If any of the first, second, or third light beams are broken (e.g., by a person crossing the perimeter) the light detectors of the first field detector, second field detector, or perimeter detection sub-system, respectively, do not detect the first, second, or third light beam. As a result, the light beam detector that did not detect a light beam transmits a perimeter disruption signal to the processor.


The processor, upon receiving perimeter maintained signals from all light beam detectors, can infer that the perimeter has not been disrupted. If one or more of the light beam detectors transmit a perimeter disruption signal, the processor can infer that the perimeter was disrupted between the signaling light detector and the preceding light emitter. For example, if the light beam detector of the second field deflector did not detect a light beam, the perimeter disruption can be inferred to occur between the first field deflector and the second field deflector.


This configuration can indicate with greater accuracy where the perimeter was disrupted and the area in which the drowning victim fell in. In response, a system with multiple rescue devices, may deploy the device closest to the light detector that sensed the light beam disruption and/or the light emitter that produced the disrupted light beam. The camera may also point to the indicated area first when transmitting images to the supervisor display.


While a rescue sub-system has been described as having a rescue device movable by a motor, some rescue devices are flotation devices. In such an embodiment, the rescue sub-system includes a rescue device retainer, for example a hook arranged on the floor of the fluid pit. The flotation device may be arranged on the floor of the fluid pit retained in the retainer. To deploy the rescue device, the rescue sub-system releases the retainer and the flotation device rises to the surface of the fluid.


In some rescue systems, the rescue device may be arranged at the edge of the fluid pit. The rescue sub-system includes a spring releasably attached to the rescue device, held in a tensioned position. To deploy the rescue device the spring is released and the rescue device is thrust to the surface of the fluid pit due to a force of the relaxing spring. In some embodiments the processor aims the spring toward the location of the immersed victim.


A number of embodiments have been described. Nevertheless, it will be understood that various modifications may be made without departing from the spirit and scope of the disclosure.

Claims
  • 1. A fluid pit safety system to prevent drowning incidents in a fluid pit, the system comprising: a plurality of sensors spatially disposed adjacent the fluid pit, the plurality of sensors configured to detect a change in fluid height in the fluid pit filled with a fluid;a perimeter detection sub-system defining a perimeter arranged around an edge of the fluid pit, the perimeter detection sub-system configured to detect a disruption in the perimeter,a rescue device arranged in the fluid pit, the rescue device configured to move towards a surface of the fluid in the fluid pit in response to the plurality of sensors detecting the change in the fluid height in the fluid pit and the perimeter detection sub-system detecting the disruption in the perimeter; anda computer system operatively coupled to the plurality of sensors, the perimeter detection sub-system and the rescue device, the computer system comprising: one or more processors; anda non-transitory computer-readable medium storing instructions executable by the one or more processors to perform operations comprising: receiving a first signal from the plurality of sensors in response to the change in the fluid height in the fluid pit;receiving a second signal from the perimeter detection sub-system in response to detecting the disruption in the perimeter; andactuating a rescue sub-system connected to the rescue device to move the rescue device towards the surface of the fluid in the fluid pit.
  • 2. The fluid pit safety system according to claim 1, wherein rescue sub-system comprises a first motor connected to a first end of the rescue device.
  • 3. The fluid pit safety system according to claim 2, wherein a second end of the rescue device is attached to an anchor arranged on a floor of the fluid pit.
  • 4. The fluid pit safety system according to claim 2, wherein the first motor is configured to rotate in a first direction such that the first end of the rescue device moves axially within the fluid pit.
  • 5. The fluid pit safety system according to claim 2, wherein the rescue sub-system comprises a second motor connected to a second end of the rescue device.
  • 6. The fluid pit safety system according to claim 5, wherein the second motor is configured to rotate in a first direction such that the second end of the rescue device moves axially within the fluid pit.
  • 7. The fluid pit safety system according to claim 1, wherein the rescue device is a net.
  • 8. The fluid pit safety system according to claim 1, wherein a rescue sub-system comprises a plurality of rescue devices.
  • 9. The fluid pit safety system according to claim 1, wherein the perimeter detection sub-system comprises: at least one light emitter configured to emit a light beam;a plurality of field deflectors configured to direct the light beam, wherein the plurality of field deflectors are arranged around the edge of the fluid pit; andat least one light beam detector configured to detect the light beam.
  • 10. The fluid pit safety system according to claim 9, wherein the light beam detector is configured to detect the disruption of the perimeter in response to detecting an absence of the light beam emitted by the light emitter.
  • 11. The fluid pit safety system according to claim 1, wherein the plurality of sensors comprises a fluid height sensor arranged above the surface of the fluid in the fluid pit.
  • 12. The fluid pit safety system according to claim 11, wherein the fluid height sensor is configured to detect an increase or decrease in the fluid height.
  • 13. The fluid pit safety system according to claim 11, wherein the fluid height sensor is an ultrasonic sensor.
  • 14. The fluid pit safety system according to claim 1, wherein the plurality of sensors comprises gas detectors arranged above the surface of the fluid pit.
  • 15. The fluid pit safety system according to claim 14, wherein the gas detectors are configured to sense concentrations of at least one of: (a) hydrogen sulfide; and(b) hydrocarbon gas.
  • 16. The fluid pit safety system according to claim 1, further comprising a camera configured to capture images of the fluid pit.
  • 17. The fluid pit safety system according to claim 1, further comprising an alarm sub-system configured to notify an operator, wherein the alarm sub-system is operatively coupled to a processor.
  • 18. The fluid pit safety system according to claim 17, wherein alarm sub-system comprises a first alarm and a second alarm.
  • 19. A method for preventing a safety incident; the method comprising: detecting a state change of a perimeter detection arrangement arranged around an edge of a pit of fluid deploying a rescue device in a fluid pit filled with a fluid;detecting a change in fluid height using a plurality of sensors arranged above the fluid pit filled with the fluid, wherein detecting a state change of a perimeter detection arrangement arranged around the edge of the fluid pit comprises:generating a light emitter perimeter around an edge of the fluid pit; anddetecting a break in the light emitter perimeter; anddeploying a rescue device in the fluid pit in response to detecting the state change and in response to detecting the change in the fluid height.
  • 20. The method according to claim 19, wherein deploying a rescue device in the fluid pit comprises detecting a location of an object in the fluid.
  • 21. The method according to claim 20, wherein the location is detected using a camera.
  • 22. The method according to claim 19, wherein deploying the rescue device in the fluid pit further comprises raising a first end of a rescue device such that the first end is adjacent an edge of the fluid pit.
  • 23. The method according to claim 22, wherein a motor raises the first end of the rescue device.
  • 24. The method according to claim 22, wherein the rescue device is a net.
  • 25. The method according to claim 19, wherein deploying the rescue device in the fluid pit further comprises raising a first end of a plurality of rescue devices such that the first ends are adjacent an edge of the fluid pit.
  • 26. The method according to claim 19, wherein detecting a state change of a perimeter detection arrangement arranged around the edge of the fluid pit comprises actuating a visual alarm.
  • 27. The method according to claim 19, further comprising actuating an alarm to notify an operator of the safety incident.
  • 28. The method according to claim 27, wherein the alarm is a visual alarm, an auditory alarm, or both a visual alarm and auditory alarm.
  • 29. A fluid pit safety system to prevent drowning incidents in a fluid pit, the system comprising: an ultrasonic sensor spatially disposed adjacent the fluid pit filled with a fluid, the ultrasonic sensor configured to detect a change in fluid height in the fluid pit;a perimeter detection sub-system defining a perimeter arranged around an edge of the fluid pit, the perimeter detection sub-system configured to detect an object crossing the perimeter;a rescue device arranged in the fluid pit, the rescue device comprising a net, wherein a first end of the net is configured to move towards a surface of the fluid in the fluid pit in response to the ultrasonic sensor detecting the change in the fluid height in the fluid pit and the perimeter detection sub-system detecting the disruption in the perimeter; anda computer system operatively coupled to the ultrasonic sensor, the perimeter detection sub-system and the rescue device, the computer system comprising: one or more processors; anda non-transitory computer-readable medium storing instructions executable by the one or more processors to perform operations comprising: receiving a first signal from the ultrasonic sensor in response to the change in the fluid height in the fluid pit;receiving a second signal from the perimeter detection sub-system in response to detecting the disruption in the perimeter; andactuating a rescue sub-system connected to the rescue device to move the rescue device towards the surface of the fluid in the fluid pit.
US Referenced Citations (305)
Number Name Date Kind
880404 Sanford Feb 1908 A
1033655 Baker Jul 1912 A
1258273 Titus et al. Mar 1918 A
1392650 Mcmillian Oct 1921 A
1491066 Patrick Apr 1924 A
1580352 Ercole Apr 1926 A
1591264 Baash Jul 1926 A
1621947 Moore Mar 1927 A
1638494 Lewis et al. Aug 1927 A
1789993 Switzer Jan 1931 A
1796762 Paston Mar 1931 A
1896236 Howard Feb 1933 A
1896482 Crowell Feb 1933 A
1897297 Brown Feb 1933 A
1949498 Frederick et al. Mar 1934 A
2047774 Greene Jul 1936 A
2121002 Baker Jun 1938 A
2121051 Ragan et al. Jun 1938 A
2187487 Burt Jan 1940 A
2189697 Baker Feb 1940 A
2222233 Mize Nov 1940 A
2286075 Evans Jun 1942 A
2304793 Bodine Dec 1942 A
2316402 Canon Apr 1943 A
2327092 Botkin Aug 1943 A
2377249 Lawrence May 1945 A
2411260 Glover et al. Nov 1946 A
2481637 Yancey Sep 1949 A
2546978 Collins et al. Apr 1951 A
2638988 Williams May 1953 A
2663370 Robert et al. Dec 1953 A
2672199 McKenna Mar 1954 A
2701019 Steed Feb 1955 A
2707998 Baker et al. May 1955 A
2708973 Twining May 1955 A
2728599 Moore Dec 1955 A
2734581 Bonner Feb 1956 A
2745693 Mcgill May 1956 A
2751010 Trahan Jun 1956 A
2762438 Naylor Sep 1956 A
2778428 Baker et al. Jan 1957 A
2806532 Baker et al. Sep 1957 A
2881838 Morse et al. Apr 1959 A
2887162 Le Bus et al. May 1959 A
2912053 Bruekelman Nov 1959 A
2912273 Chadderdon et al. Nov 1959 A
2915127 Abendroth Dec 1959 A
2947362 Smith Aug 1960 A
2965175 Ransom Dec 1960 A
2965177 Le Bus et al. Dec 1960 A
2965183 Le Bus et al. Dec 1960 A
3005506 Le Bus et al. Oct 1961 A
3023810 Anderson Mar 1962 A
3116799 Lemons Jan 1964 A
3147536 Lamphere Sep 1964 A
3225828 Wisenbaker et al. Dec 1965 A
3308886 Evans Mar 1967 A
3352593 Webb Nov 1967 A
3369603 Trantham Feb 1968 A
3376934 William Apr 1968 A
3380528 Durwood Apr 1968 A
3381748 Peters et al. May 1968 A
3382925 Jennings May 1968 A
3437136 Young Apr 1969 A
3667721 Vujasinovic Jun 1972 A
3747674 Murray Jul 1973 A
3752230 Bernat et al. Aug 1973 A
3897038 Le Rouax Jul 1975 A
3915426 Le Rouax Oct 1975 A
4030354 Scott Jun 1977 A
4039798 Lyhall et al. Aug 1977 A
4042019 Henning Aug 1977 A
4059155 Greer Nov 1977 A
4099699 Allen Jul 1978 A
4190112 Davis Feb 1980 A
4227573 Pearce et al. Oct 1980 A
4254983 Harris Mar 1981 A
4276931 Murray Jul 1981 A
4296822 Ormsby Oct 1981 A
4349071 Fish Sep 1982 A
4391326 Greenlee Jul 1983 A
4407367 Kydd Oct 1983 A
4412130 Winters Oct 1983 A
4413642 Smith et al. Nov 1983 A
4422948 Corley et al. Dec 1983 A
4467996 Baugh Aug 1984 A
4515212 Krugh May 1985 A
4538684 Sheffield Sep 1985 A
4562888 Collet Jan 1986 A
4603578 Stolz Aug 1986 A
4616721 Furse Oct 1986 A
4696502 Desai Sep 1987 A
4834184 Streich et al. May 1989 A
4836289 Young Jun 1989 A
4869321 Hamilton Sep 1989 A
4877085 Pullig, Jr. Oct 1989 A
4898245 Braddick Feb 1990 A
4928762 Mamke May 1990 A
4953617 Ross et al. Sep 1990 A
4997225 Denis Mar 1991 A
5012863 Springer May 1991 A
5054833 Bishop et al. Oct 1991 A
5060737 Mohn Oct 1991 A
5117909 Wilton et al. Jun 1992 A
5129956 Christopher et al. Jul 1992 A
5176208 Lalande et al. Jan 1993 A
5178219 Streich et al. Jan 1993 A
5197547 Morgan Mar 1993 A
5203646 Landsberger et al. Apr 1993 A
5295541 Ng et al. Mar 1994 A
5330000 Givens et al. Jul 1994 A
5358048 Brooks Oct 1994 A
5392715 Pelrine Feb 1995 A
5456312 Lynde et al. Oct 1995 A
5507346 Gano et al. Apr 1996 A
5580114 Palmer Dec 1996 A
5584342 Swinford Dec 1996 A
5605366 Beeman Feb 1997 A
5639135 Beeman Jun 1997 A
5667015 Harestad et al. Sep 1997 A
5673754 Taylor Oct 1997 A
5678635 Dunlap et al. Oct 1997 A
5685982 Foster Nov 1997 A
5806596 Hardy et al. Sep 1998 A
5832547 Burroughs Nov 1998 A
5833001 Song et al. Nov 1998 A
5842518 Soybel et al. Dec 1998 A
5881816 Wright Mar 1999 A
5924489 Hatcher Jul 1999 A
5944101 Hearn Aug 1999 A
6070665 Singleton et al. Jun 2000 A
6112809 Angle Sep 2000 A
6130615 Poteet Oct 2000 A
6138764 Scarsdale et al. Oct 2000 A
6155428 Bailey et al. Dec 2000 A
6247542 Kruspe et al. Jun 2001 B1
6276452 Davis et al. Aug 2001 B1
6371204 Singh et al. Apr 2002 B1
6378627 Tubel et al. Apr 2002 B1
6491108 Slup et al. Dec 2002 B1
6510947 Schulte et al. Jan 2003 B1
6595289 Tumlin et al. Jul 2003 B2
6637511 Linaker Oct 2003 B2
6679330 Compton et al. Jan 2004 B1
6688386 Comelssen Feb 2004 B2
6698712 Milberger et al. Mar 2004 B2
6729392 DeBerry et al. May 2004 B2
6768106 Gzara et al. Jul 2004 B2
6808023 Smith et al. Oct 2004 B2
6811032 Schulte et al. Nov 2004 B2
6880639 Rhodes et al. Apr 2005 B2
6899178 Tubel May 2005 B2
6913084 Boyd Jul 2005 B2
7049272 Sinclair et al. May 2006 B2
7051810 Halliburton May 2006 B2
7096950 Howlett et al. Aug 2006 B2
7117956 Grattan et al. Oct 2006 B2
7150328 Marketz et al. Dec 2006 B2
7188674 McGavern, III et al. Mar 2007 B2
7188675 Reynolds Mar 2007 B2
7218235 Rainey May 2007 B1
7231975 Lavaure et al. Jun 2007 B2
7249633 Ravensbergen et al. Jul 2007 B2
7275591 Allen et al. Oct 2007 B2
7284611 Reddy et al. Oct 2007 B2
7303010 de Guzman et al. Dec 2007 B2
7398832 Brisco Jul 2008 B2
7405182 Verrett Jul 2008 B2
7418860 Austerlitz et al. Sep 2008 B2
7424909 Roberts et al. Sep 2008 B2
7488705 Reddy et al. Feb 2009 B2
7497260 Telfer Mar 2009 B2
7591305 Brookey et al. Sep 2009 B2
7600572 Slup et al. Oct 2009 B2
7617876 Patel et al. Nov 2009 B2
7621324 Atencio Nov 2009 B2
7712527 Roddy May 2010 B2
7735564 Guerrero Jun 2010 B2
7762323 Frazier Jul 2010 B2
7802621 Richards et al. Sep 2010 B2
7934552 La Rovere May 2011 B2
7965175 Yamano Jun 2011 B2
8002049 Keese et al. Aug 2011 B2
8056621 Ring et al. Nov 2011 B2
8069916 Giroux et al. Dec 2011 B2
8201693 Jan Jun 2012 B2
8210251 Lynde et al. Jul 2012 B2
8376051 McGrath et al. Feb 2013 B2
8453724 Zhou Jun 2013 B2
8496055 Mootoo et al. Jul 2013 B2
8579024 Mailand et al. Nov 2013 B2
8596463 Burkhard Dec 2013 B2
8726983 Khan May 2014 B2
8770276 Nish et al. Jul 2014 B1
8899338 Elsayed et al. Dec 2014 B2
8991489 Redlinger et al. Mar 2015 B2
9079222 Burnett et al. Jul 2015 B2
9109433 DiFoggio et al. Aug 2015 B2
9133671 Kellner Sep 2015 B2
9163469 Broussard et al. Oct 2015 B2
9181782 Berube et al. Nov 2015 B2
9212532 Leuchtenberg et al. Dec 2015 B2
9234394 Wheater et al. Jan 2016 B2
9359861 Burgos Jun 2016 B2
9410066 Ghassemzadeh Aug 2016 B2
9416617 Wiese et al. Aug 2016 B2
9551200 Read et al. Jan 2017 B2
9574417 Laird et al. Feb 2017 B2
9657213 Murphy et al. May 2017 B2
9976407 Ash et al. May 2018 B2
10087752 Bedonet Oct 2018 B2
10198929 Snyder Feb 2019 B2
10266698 Cano et al. Apr 2019 B2
10280706 Sharp, III May 2019 B1
10301898 Orban May 2019 B2
10301989 Imada May 2019 B2
10584546 Ford Mar 2020 B1
10626698 Al-Mousa et al. Apr 2020 B2
10837254 Al-Mousa et al. Nov 2020 B2
20020053428 Maples May 2002 A1
20030047312 Bell Mar 2003 A1
20030098064 Kohli et al. May 2003 A1
20030132224 Spencer Jul 2003 A1
20040040707 Dusterhoft et al. Mar 2004 A1
20040065446 Tran et al. Apr 2004 A1
20040074819 Burnett Apr 2004 A1
20040095248 Mandel May 2004 A1
20050056427 Clemens et al. Mar 2005 A1
20050167097 Sommers et al. Aug 2005 A1
20050263282 Jeffrey et al. Dec 2005 A1
20060082462 Crook Apr 2006 A1
20060105896 Smith et al. May 2006 A1
20070137528 Le Roy-Ddelage et al. Jun 2007 A1
20070181304 Rankin et al. Aug 2007 A1
20070204999 Cowie et al. Sep 2007 A1
20070256867 DeGeare et al. Nov 2007 A1
20080087439 Dallas Apr 2008 A1
20080236841 Howlett et al. Oct 2008 A1
20080251253 Lumbye Oct 2008 A1
20080314591 Hales et al. Dec 2008 A1
20090194290 Parks et al. Aug 2009 A1
20090250220 Stamoulis Oct 2009 A1
20100162812 Parkinson Jul 2010 A1
20100176956 Moerschell Jul 2010 A1
20100258289 Lynde et al. Oct 2010 A1
20100263856 Lynde et al. Oct 2010 A1
20100270018 Howlett Oct 2010 A1
20110036570 La Rovere et al. Feb 2011 A1
20110056681 Khan Mar 2011 A1
20110067869 Bour et al. Mar 2011 A1
20110168411 Braddick Jul 2011 A1
20110203794 Moffitt et al. Aug 2011 A1
20110259609 Hessels et al. Oct 2011 A1
20110273291 Adams Nov 2011 A1
20110278021 Travis et al. Nov 2011 A1
20120012335 White et al. Jan 2012 A1
20120067447 Ryan et al. Mar 2012 A1
20120118571 Zhou May 2012 A1
20120170406 DiFoggio et al. Jul 2012 A1
20120285684 Crow et al. Nov 2012 A1
20130134704 Klimack May 2013 A1
20130213654 Dewey et al. Aug 2013 A1
20130240207 Frazier Sep 2013 A1
20130269097 Alammari Oct 2013 A1
20130296199 Ghassemzadeh Nov 2013 A1
20140138091 Fuhst May 2014 A1
20140158350 Castillo et al. Jun 2014 A1
20140231068 Isaksen Aug 2014 A1
20140251616 O'Rourke et al. Sep 2014 A1
20150013994 Bailey et al. Jan 2015 A1
20150047132 Sveum Feb 2015 A1
20150096738 Atencio Apr 2015 A1
20160076327 Glaser et al. Mar 2016 A1
20160084034 Roane et al. Mar 2016 A1
20160130914 Steele May 2016 A1
20160160106 Jamison et al. Jun 2016 A1
20160237810 Beaman et al. Aug 2016 A1
20160281458 Greenlee Sep 2016 A1
20160305215 Harris et al. Oct 2016 A1
20160340994 Ferguson et al. Nov 2016 A1
20170044864 Sabins et al. Feb 2017 A1
20170058628 Wijk et al. Mar 2017 A1
20170067313 Connell et al. Mar 2017 A1
20170089166 Sullivan Mar 2017 A1
20180010418 VanLue Jan 2018 A1
20180030809 Harestad et al. Feb 2018 A1
20180080318 Schexnaider et al. Mar 2018 A1
20180187498 Soto et al. Jul 2018 A1
20180209565 Lingnau Jul 2018 A1
20180245427 Jimenez et al. Aug 2018 A1
20180252069 Abdollah et al. Sep 2018 A1
20190024473 Arefi Jan 2019 A1
20190049017 McAdam et al. Feb 2019 A1
20190087548 Bennett et al. Mar 2019 A1
20190186232 Ingram Jun 2019 A1
20190203551 Davis et al. Jul 2019 A1
20190284894 Schmidt et al. Sep 2019 A1
20190284898 Fagna et al. Sep 2019 A1
20190316424 Robichaux et al. Oct 2019 A1
20190338615 Landry Nov 2019 A1
20190375486 Beckman Dec 2019 A1
20200032604 Al-Ramadhan Jan 2020 A1
20200056446 Al-Mousa et al. Feb 2020 A1
20210180449 Jamison Jun 2021 A1
20210215036 Heath Jul 2021 A1
Foreign Referenced Citations (37)
Number Date Country
636642 May 1993 AU
2007249417 Nov 2007 AU
2441138 Mar 2004 CA
2734032 Jun 2016 CA
203292820 Nov 2013 CN
103785923 Jun 2016 CN
104712320 Dec 2016 CN
107060679 Aug 2017 CN
107191152 Sep 2017 CN
107227939 Oct 2017 CN
2545245 Apr 2017 DK
2236742 Aug 2017 DK
2964874 Jan 2016 EP
2545245 Apr 2017 EP
958734 May 1964 GB
2392183 Feb 2004 GB
2414586 Nov 2005 GB
2425138 Oct 2006 GB
2453279 Jan 2009 GB
2492663 Jan 2014 GB
5503 Apr 1981 OA
WO 1989012728 Dec 1989 WO
WO 1996039570 Dec 1996 WO
WO 2002090711 Nov 2002 WO
WO 2010132807 Nov 2010 WO
WO 2012164023 Dec 2012 WO
WO 2013109248 Jul 2013 WO
WO 2015112022 Jul 2015 WO
WO 2016011085 Jan 2016 WO
WO 2016040310 Mar 2016 WO
WO 2016140807 Sep 2016 WO
WO 2017043977 Mar 2017 WO
WO 2018017104 Jan 2018 WO
WO 2018164680 Sep 2018 WO
WO 2019027830 Feb 2019 WO
WO 2019132877 Jul 2019 WO
WO 2019231679 Dec 2019 WO
Non-Patent Literature Citations (33)
Entry
Al-Ansari et al., “Thermal Activated Resin to Avoid Pressure Build-Up in Casing-Casing Annulus (CCA),” SA-175425-MS, Society of Petroleum Engineers (SPE), presented at the SPE Offshore Europe Conference and Exhibition, Sep. 8-11, 2015, 11 pages.
Al-Ibrahim et al., “Automated Cyclostratigraphic Analysis in Carbonate Mudrocks Using Borehole Images,” Article #41425, posted presented at the 2014 AAPG Annual Convention and Exhibition, Search and Discovery, Apr. 6-9, 2014, 4 pages.
Bautista et al., “Probability-based Dynamic TimeWarping for Gesture Recognition on RGB-D data,” WDIA 2012: Advances in Depth Image Analysis and Application, 126-135, International Workshop on Depth Image Analysis and Applications, 2012, 11 pages.
Boriah et al., “Similarity Measures for Categorical Data: A Comparative Evaluation,” presented at the SIAM International Conference on Data Mining, SDM 2008, Apr. 24-26, 2008, 12 pages.
Bruton et al., “Whipstock Options for Sidetracking,” Oilfield Review, Spring 2014, 26:1, 10 pages.
Edwards et al., “Assessing Uncertainty in Stratigraphic Correlation: A Stochastic Method Based on Dynamic Time Warping,” RM13, Second EAGE Integrated Reservoir Modelling Conference, Nov. 16-19, 2014, 2 pages.
Edwards, “Constructionde modèles stratigraphiques è partir de données éparses,” Stratigraphie, Université de Lorraine, 2017, 133 pages, English abstract.
Fischer, “The Lofer Cyclothems of the Alpine Triassic,” published in Merriam, Symposium on Cyclic Sedimentation: Kansas Geological Survey (KGS), Bulletin, 1964, 169: 107-149, 50 pages.
Hernandez-Vela et al., “Probability-based Dynamic Time Warping and Bag-of-Visual-and-Depth-Words for human Gesture Recognition in RGB-D,” Pattern Recognition Letters, 2014, 50: 112-121, 10 pages.
Herrera and Bann, “Guided seismic-to-well tying based on dynamic time warping,” SEG Las Vegas 2012 Annual Meeting, Nov. 2012, 6 pages.
Keogh and Ratanamahatana, “Exact indexing of dynamic time warping,” Knowledge and Information Systems, Springer-Verlag London Ltd., 2004, 29 pages.
Lallier et al., “3D Stochastic Stratigraphic Well Correlation of Carbonate Ramp Systems,” IPTC 14046, International Petroleum Technology Conference (IPTC), presented at the International Petroleum Technology Conference, Dec. 7-9, 2009, 5 pages.
Lallier et al., “Management of ambiguities in magneto stratigraphic correlation,” Earth and Planetary Science Letters, 2013, 371-372: 26-36, 11 pages.
Lallier et al., “Uncertainty assessment in the stratigraphic well correlation of a carbonate ramp: Method and application of the Beausset Basin, SE France,” C. R. Geoscience, 2016, 348: 499-509, 11 pages.
Lineman et al., “Well to Well Log Correlation Using Knowledge-Based Systems and Dynamic Depth Warping,” SPWLA Twenty-Eighth Annual Logging Symposium, Jun. 29-Jul. 2, 1987, 25 pages.
Nakanishi and Nakagawa, “Speaker-Independent Word Recognition by Less Cost and Stochastic Dynamic Time Warping Method,” ISCA Archive, European Conference on Speech Technology, Sep. 1987, 4 pages.
Pels et al., “Automated biostratigraphic correlation of palynological records on the basis of shapes of pollen curves and evaluation of next-best solutions,” Paleogeography, Paleoclimatology, Paleoecology, 1996, 124: 17-37, 21 pages.
Pollack et al., “Automatic Well Log Correlation,” AAPG Annual Convention and Exhibition, Apr. 3, 2017, 1 page, Abstract Only.
Rudman and Lankston, “Stratigraphic Correlation of Well Logs by Computer Techniques,” The American Association of Petroleum Geologists, Mar. 1973, 53:3 (557-588), 12 pages.
Sakoe and Chiba, “Dynamic Programming Algorithm Optimization for Spoken Word Recognition,” IEEE Transactions on Acoustics, Speech and Signal Processing, ASSP-26:1, Feb. 1978, 7 pages.
Salvador and Chan, “FastDTW: Toward Accurate Dynamic Time Warping in Linear Time and Space,” presented at the KDD Workshop on Mining Temporal and Sequential Data, Intelligent Data Analysis, Jan. 2004, 11:5 (70-80), 11 pages.
Sayhi, “peakdet: Peak detection using MATLAB,” Jul. 2012, 4 pages.
Scribd.com [online], “Milling Practices and Procedures,” retrieved from URL <https://www.scribd.com/document/358420338/Milling-Rev-2-Secured>, 80 pages.
Silva and Koegh, “Prefix and Suffix Invariant Dynamic Time Warping,” IEEE Computer Society, presented at the IEEE 16th International Conference on Data Mining, 2016, 6 pages.
Smith and Waterman, “New Stratigraphic Correlation Techniques,” Journal of Geology, 1980, 88: 451-457, 8 pages.
Startzman and Kuo, “A Rule-Based System for Well Log Correlation,” SPE Formative Evaluation, Society of Petroleum Engineers (SPE), Sep. 1987, 9 pages.
TAM International Inflatable and Swellable Packers, “TAM Scab Liner brochure,” Tam International, available on or before Nov. 15, 2016, 4 pages.
Tomasi et al., “Correlation optimized warping and dynamic time warping as preprocessing methods for chromatographic data,” Journal of Chemometrics, 2004, 18: 231-241, 11 pages.
Uchida et al., “Non-Markovian Dynamic Time Warping,” presented at the 21st International Conference on Pattern Recognition (ICPR), Nov. 11-15, 2012, 4 pages.
Waterman and Raymond, “The Match Game: New Stratigraphic Correlation Algorithms,” Mathematical Geology, 1987, 19:2, 19 pages.
Weatherford, “Micro-Seal Isolation System-Bow (MSIS-B),” Weatherford Swellable Well Construction Products, Brochure, 2009-2011, 2 pages.
Zoraster et al., “Curve Alignment for Well-to-Well Log Correlation,” SPE 90471, Society of Petroleum Engineers (SPE), presented at the SPE Annual Technical Conference and Exhibition, Sep. 26-29, 2004, 6 pages.
PCT International Search Report and Written Opinion in International Appln. No. PCT/US2022/011583, dated Apr. 19, 2022, 14 pages.
Related Publications (1)
Number Date Country
20220220829 A1 Jul 2022 US