Embodiments herein relate to monitoring devices for filtration systems, systems including monitoring devices, and related methods.
Many industries encounter particulate matter suspended in the atmosphere. In some industries, this particulate matter is a valuable product (for example, starch), and it would be beneficial if the suspended particulate matter could be recovered and reintroduced into the process. For other industries (for example, metal or wood working), it may be desirable to remove the particulate matter from the air to provide a clear working environment.
Particulate matter can also be a concern in air intake streams to engines for motorized vehicles or power generation equipment, gas streams directed to gas turbines, and air streams to various combustion furnaces. In those contexts, the particulate material, should it reach the internal workings of the various mechanisms involved, can cause substantial damage thereto.
A variety of air filter or gas filter arrangements have been developed for particulate removal. In some scenarios, systems for cleaning an air or other gas stream laden with particulate matter include air filter assemblies that have filter elements disposed in a housing. The filter element may be a bag, sock or cartridge including a suitable filter media, e.g., fabric, pleated paper, etc. The gas stream contaminated with particulate matter is typically passed through the housing so that the particulate matter is captured and retained by one or more filter elements.
Embodiments include monitoring devices for filtration systems, systems including monitoring devices, and related methods. In an embodiment, a monitoring device for a filtration system is included. The monitoring device can include a first fluid conduit and a first pressure sensor, wherein the first pressure sensor is in fluid communication with the first fluid conduit. The monitoring device can also include a second fluid conduit and a second pressure sensor, wherein the second pressure sensor is in fluid communication with the second fluid conduit. The monitoring device can also include a control circuit in electronic communication with the first pressure sensor and the second pressure sensor. The monitoring device can also include a housing, wherein the first pressure sensor, the second pressure sensor and the control circuit are all disposed within the housing.
In an embodiment, an air filtration system is included. The air filtration system can include a housing configured to receive a filter element therein through which a fluid flow passes, the filter element comprising an upstream side and a downstream side. The system can also include a monitoring device including a first fluid conduit in fluid communication the upstream side of the filter element and a first pressure sensor, wherein the first pressure sensor is in fluid communication with the first fluid conduit. The monitoring device can also include a second fluid conduit in fluid communication with the downstream side of the filter element and a second pressure sensor, wherein the second pressure sensor is in fluid communication with the second fluid conduit. The monitoring device can also include a monitoring device control circuit in electronic communication with the first pressure sensor and the second pressure sensor. The monitoring device can also include a housing, wherein the first pressure sensor, the second pressure sensor and the control circuit are all disposed within the housing.
In an embodiment, a method of remotely monitoring a pre-installed dust collector system is included. The method can include mounting a monitoring device on an external surface of a housing of the pre-installed dust collector system. The monitoring device can include a first fluid conduit and a first pressure sensor, wherein the first pressure sensor is in fluid communication with the first fluid conduit. The monitoring device can also include a second fluid conduit and a second pressure sensor, wherein the second pressure sensor is in fluid communication with the second fluid conduit. The monitoring device can also include a control circuit in electronic communication with the first pressure sensor and the second pressure sensor. The monitoring device can also include a housing, wherein the first pressure sensor, the second pressure sensor and the control circuit are all disposed within the housing.
In an embodiment, a kit for a monitoring device is included. The kit can include a first fluid conduit and a first junction for connecting the first fluid conduit to a first preexisting fluid conduit of a filtration system. The kit can include a second fluid conduit and a second junction for connecting the second fluid conduit to a second preexisting fluid conduit of a filtration system. The kit can also include a monitoring device. The monitoring device can include a first pressure sensor for sensing pressure in the first fluid conduit. The monitoring device can also include a second pressure sensor for sensing pressure in the second fluid conduit. The monitoring device can also include a monitoring device control circuit in electronic communication with the first pressure sensor and the second pressure sensor. The monitoring device can also include a housing, wherein the first pressure sensor, the second pressure sensor and the control circuit are all disposed within the housing.
This summary is an overview of some of the teachings of the present application and is not intended to be an exclusive or exhaustive treatment of the present subject matter. Further details are found in the detailed description and appended claims. Other aspects will be apparent to persons skilled in the art upon reading and understanding the following detailed description and viewing the drawings that form a part thereof, each of which is not to be taken in a limiting sense. The scope herein is defined by the appended claims and their legal equivalents.
Aspects may be more completely understood in connection with the following drawings, in which:
While embodiments are susceptible to various modifications and alternative forms, specifics thereof have been shown by way of example and drawings, and will be described in detail. It should be understood, however, that the scope herein is not limited to the particular embodiments described. On the contrary, the intention is to cover modifications, equivalents, and alternatives falling within the spirit and scope herein.
As described above, there are many scenarios in which filtering particulate matter out of air streams is useful and many different types of air filtration systems to accomplish the same. In one type of an air filtration system, the system has a clean air chamber (or clean/downstream side) and a dirty air chamber (or dirty/upstream side). The two chambers can be separated by a structure that can be referred to as a tube sheet. In many cases, the tube sheet has a number of openings so that air can pass between the clean and dirty air chambers. The filter elements can be positioned over the openings so that particulate-laden air (dirty air) introduced into the dirty air chamber must pass through a filter element to move into the clean air chamber. The particulate matter in the dirty air collects on the filter elements as the air moves through the filter elements. From the clean air chamber, the cleaned air is exhausted into the environment, or recirculated for other uses.
As the filter elements capture particulate matter, flow through the system is inhibited and periodic cleaning of the filter elements can be performed to increase air flow through the system. Cleaning can be accomplished by periodically pulsing a brief jet of air, such as pressurized air into, the interior of the filter element (which could include a filter cartridge, filter bag, or the like) to reverse the air flow through the filter element, causing the collected particulate matter to be driven off the filter element. In some cases, pressurized air can be directed into pulse collectors as described in, e.g. U.S. Pat. No. 3,942,962 (Duyckinck), U.S. Pat. No. 4,218,227 (Frey), U.S. Pat. No. 6,090,173 (Johnson et al.), U.S. Pat. Nos. 4,395,269, 6,902,592 (Green et al.), U.S. Pat. No. 7,641,708 (Kosmider et al.), and US Patent Application Publication US 2006/0112667 A1, the content of all of which is herein incorporated by reference.
Keeping these air filtration systems working optimally can involve periodic maintenance including, but not limited to, replacing/cleaning filter elements, monitoring and replacing pulse valves, and the like. Monitoring aspects of the system can provide indications regarding the optimal time for performing such maintenance activities as well as identifying any other issues that may impact filtration system performance. Being able to remotely monitor such systems can be even more advantageous as information from observations of many different systems can be aggregated and analyzed and then brought to bear to increase the accuracy of determinations such as the proper time to perform system maintenance.
Many filtrations systems are constructed robustly such that their service life can span decades assuming proper maintenance is performed. As a result, however, this means that advanced technology including sensors and processors may be slow to be implemented if only provided as part of the original equipment.
In accordance with various embodiments herein, monitoring devices are included that can be easily installed on existing filtration systems that otherwise lack such monitoring capabilities. In this manner, existing filtration system can be retrofit to include advanced monitoring capabilities.
Referring now to
The air filtration system 100 includes a dirty air conduit 111 for receiving dirty or contaminated air (i.e., air with particulate matter therein) into the air filtration system 100. A clean air conduit 113 (see, e.g.,
The air filtration system 100 may also include a hopper 118 to collect particulate matter separated from the dirty air stream as described herein. The hopper 118 may include sloped walls to facilitate collection of the particulate matter and may, in some embodiments, include a driven auger or other mechanism for removing the collected particulate matter.
In some embodiments, the air filtration system 100 can include a fan 132 to provide movement of air through the air filtration system 100. However, in other embodiments, air can be pulled through the system with a fan or other equipment that is not part of the air filtration system 100. The air filtration system 100 can include a preexisting control box 140, which can include a preexisting control circuit for the filtration system.
The monitoring device 150 can be connected to a first fluid conduit 152, a second fluid conduit 154, and third fluid conduit 156. The fluid conduits can provide fluid communication between various parts of the filtration system (such as the dirty/upstream side, the clean/downstream side, a compressed air supply, etc.) and sensors/transducers that can be within or otherwise associated with the monitoring device 150. The first fluid conduit 152 can be connected to an existing fluid conduit 162 of the air filtration system that provides fluid communication with an area of fluid flow that is upstream from the filtration element(s). In some embodiments, the first fluid conduit 152 can be connected to the existing fluid conduit 162 using a junction 166 (such as a T-junction, splice junction, or other connecting structure). The second fluid conduit 154 can be connected to an existing fluid conduit 164 of the air filtration system that provides fluid communication with an area of fluid flow that is upstream from the filtration element(s). In some embodiments, the second fluid conduit 154 can be connected to the existing fluid conduit 164 using a junction 168 (such as a T-junction, splice junction, or other similar connecting structure).
In some embodiments, there is no electrical communication between the preexisting control box 140 and/or components therein such as a preexisting control circuit and the monitoring device 150. While not intending to be bound by theory, it is believed that this electronic separation can offer a security advantage as the preexisting control box 140 and components therein are responsible for operation of the filtration system 100 whereas the monitoring device 150 is only responsible for monitoring of the filtration system 100. In this way, the monitoring device 150 cannot be used as a means of gaining control over operation of the filtration system 100.
Referring now to
The depicted air filtration system 100 includes pulse collectors 230 and filter elements 240 in the dirty air chamber 226 (dirty side or upstream side). The pulse collectors 230 are attached to the tube sheet 222 over an aperture in the tube sheet 222 (not seen in
Referring now to
Referring now to
In various embodiments, the monitoring device 150 can be mounted on a surface of the air filtration system 100 such as an external surface thereof. For example, in some embodiments, the monitoring device 150 can be mounted on a side wall panel 117. However, the monitoring device 150 can also be mounted in other locations including on top or bottom walls as well as inside the filtration system 100 and also mounted off the filtration system 100 (such as on a separate panel that is physically separated from other components of the system). The monitoring device can be mounted using various hardware including, but not limited to, using fasteners, adhesives, magnets, and the like. In a particular embodiment, an adhesive layer 406 is used to mount the housing of the monitoring device 150, which can be, for example, a pressure sensitive adhesive (PSA).
Referring now to
The control circuit 504 can include various electronic components including, but not limited to, a microprocessor, a microcontroller, a FPGA (field programmable gate array) chip, an application specific integrated circuit (ASIC), or the like.
In various embodiments, the monitoring device 150 can include a first pressure sensor 506 (as used herein, reference to a pressure sensor shall include a pressure transducer unless the context dictates otherwise) and a first fluid conduit 152 including an internal portion 508 and an external portion 510. The first fluid conduit can be in fluid communication with the dirty air chamber 226.
In various embodiments, the monitoring device 150 can include a second pressure sensor 514 and a second fluid conduit 154 including an internal portion 516 and an external portion 518. The second fluid conduit can be in fluid communication with the clean air chamber 224.
In various embodiments, the monitoring device 150 can include a third pressure sensor 522 and a third fluid conduit 156 including an internal portion 524 and an external portion 526. The third fluid conduit can be in fluid communication with the compressed air manifold 248. As such, the third fluid conduit can be in fluid communication with a compressed gas supply.
Pressure sensors herein can be of various types. Pressure sensors can include, but are not limited to, strain gauge type pressure sensors, capacitive type pressure sensors, piezoelectric type pressure sensors, and the like. In some embodiments, pressure sensors herein can be MEMS-based pressure sensors.
The processing power of the control circuit 504 and components thereof can be sufficient to perform various operations including various operations on data from sensors (such as pressure sensors 506, 514, and 522) including, but not limited to averaging, time-averaging, statistical analysis, normalizing, aggregating, sorting, deleting, traversing, transforming, condensing (such as eliminating selected data and/or converting the data to a less granular form), compressing (such as using a compression algorithm), merging, inserting, time-stamping, filtering, discarding outliers, calculating trends and trendlines (linear, logarithmic, polynomial, power, exponential, moving average, etc.), predicting filter element EOL (end of life), identifying an EOL condition, predicting performance, predicting costs associated with replacing filter elements vs. not-replacing filter elements, and the like.
Normalizing operations performed by the control circuit 504 can include, but are not limited to, adjusting one or more values based on another value or set of values. As just one example, pressure drop data reflective of pressure drop across a filter element can normalized by accounting for air flow rate or a value that serves as a proxy thereof.
In various embodiments the control circuit can calculate a time for replacement of a filter element and generate a signal regarding the time for replacement. In various embodiments, the control circuit can calculate a time for replacement of a filter element and issue a notification regarding the time for replacement through a user output device. In various embodiments, the control circuit can calculate a time for replacement of a filter element based on signals from the first pressure sensor and the second pressure sensor. In various embodiments, the control circuit can calculate a time for replacement of a filter element based on signals from the first pressure sensor and the second pressure sensor and an external input. The external input can be received from a system user or from a remote location through a data communication network.
In various embodiments, control circuit initiates an alarm if a predetermined alarm condition has been met. The alarm condition can include one or more a maximum value for a signal received from the first pressure sensor, a minimum value for a signal received from the first pressure sensor, a maximum value for a signal received from the second pressure sensor, a minimum value for a signal received from the second pressure sensor, a maximum difference between a value for a signal received from the first pressure sensor and a value for a signal received from the second pressure sensor, and a minimum difference between a value for a signal received from the first pressure sensor and a value for a signal received from the second pressure sensor.
In various embodiments, the control circuit 504 can be configured to calculate a value correlated to a fluid flow rate through the filtration system based on a value provided by the first pressure sensor and a value provided by the second pressure sensor. In some embodiments, the control circuit 504 can be configured to calculate a value correlated to a fluid flow rate through the filtration system based on a static pressure value, wherein the static pressure value by a signal from at least one of the first pressure sensor and the second pressure sensor. In some embodiments, the control circuit can be configured to calculate a value correlated to a fluid flow rate through the filtration system based on a differential pressure value and a static pressure value, wherein the differential pressure value is determined by a signal from both the first pressure sensor relative and the second pressure sensor and the static pressure value by a signal from one of the first pressure sensor and the second pressure sensor.
The fluid flow rate of the system is determined by the characteristics of the motive source. For fan-based applications, the relationship between the static pressure and fluid flow is generally inverse in nature. As the system resistance increases, measured as static pressure, the fluid flow rate decreases and vice versa due to the operating characteristics of the fan. Since the fluid flow rate of the fan directly affects the fluid flow rate in other parts of the system, a fluid flow rate proxy for the fan and hence the filtration system can be calculated using the static pressure at a fixed location in the system. Generally, the static pressure in a fluid duct is proportional to the square of the fluid flow rate. As one example, the flow rate proxy value can be calculated according to the equation
wherein FRP=flow rate proxy value, Ps is a static pressure value, Pi is the system design point static pressure, and Qi is an optional system design point fluid flow rate.
In some embodiments, a fan curve can also be used to calculate a value for a flow rate. The fan curve can be used to relate a static pressure with a flow rate. In various embodiments, the monitoring device 150 can store a fan curve in memory (which can be written to memory when the monitoring device 150 is manufactured or it can be received/updated based on data received through a network connection while the monitoring device 150 is being installed or after it is installed on a filtration system in the field).
In some embodiments, the monitoring device 150 can include an additional sensor, such as an accelerometer. For example, the monitoring device 150 can include a 3-axis accelerometer 530. The 3-axis accelerometer 530 can be used to detect vibrations transmitted from the filtration system to the monitoring device 150. The vibrations can result from various events such as periodically pulsing a brief jet of pressurized air into the interior of the filter element to reverse the air flow through the filter element and/or valve(s) opening or closing to accomplish the same.
In some cases, it can be helpful to mount an accelerometer in the monitoring device 150 such that it receives vibrations from the filtration system with minimal diminishment of vibration in terms of frequency range and amplitude. In some embodiments, the accelerometer can be disposed within the housing such that vibrations incident upon a contact surface of the monitoring device housing are attenuated by less than 50% as incident upon the accelerometer. In some embodiments, the accelerometer can be disposed within the housing such that vibrations incident upon a contact surface of the monitoring device housing are attenuated by less than 10% as incident upon the accelerometer.
In various embodiments, the monitoring device 150 can include a power supply circuit 532. In some embodiments, the power supply circuit 532 can include various components including, but not limited to, a battery 534, a capacitor, a power-receiver such as a wireless power receiver, a transformer, a rectifier, and the like.
In various embodiments the monitoring device 150 can include an output device 536. The output device 536 can include various components for visual and/or audio output including, but not limited to, lights (such as LED lights), a display screen, a speaker, and the like. In some embodiments, the output device can be used to provide notifications or alerts to a system user such as current system status, an indication of a problem, a required user intervention, a proper time to perform a maintenance action, or the like.
In various embodiments the monitoring device 150 can include memory 538 and/or a memory controller. The memory can include various types of memory components including dynamic RAM (D-RAM), read only memory (ROM), static RAM (S-RAM), disk storage, flash memory, EEPROM, battery-backed RAM such as S-RAM or D-RAM and any other type of digital data storage component. In some embodiments, the electronic circuit or electronic component includes volatile memory. In some embodiments, the electronic circuit or electronic component includes non-volatile memory. In some embodiments, the electronic circuit or electronic component can include transistors interconnected to provide positive feedback operating as latches or flip flops, providing for circuits that have two or more metastable states, and remain in one of these states until changed by an external input. Data storage can be based on such flip-flop containing circuits. Data storage can also be based on the storage of charge in a capacitor or on other principles. In some embodiments, the non-volatile memory 538 can be integrated with the control circuit 504.
In various embodiments the monitoring device 150 can include a clock circuit 540. In some embodiments, the clock circuit 540 can be integrated with the control circuit 504. While not shown in
In various embodiment the monitoring device 150 can include a communications circuit 542. In various embodiments, the communications circuit can include components such as an antenna 544, amplifiers, filters, digital to analog and/or analog to digital converters, and the like.
In various embodiments, monitoring devices 150 herein are designed so that they can operate using only a battery for power and not deplete the battery for a long period of time such as weeks, months, or even years. As such, in various embodiments operations of the monitoring device 150 can be optimized to conserve energy consumption.
In some embodiments, the control circuit initiates a transitory change in a data recording parameter based on a signal received from the third pressure sensor. In some embodiments, the transitory change in the data recording parameter comprises increasing the resolution of the recorded data.
In some embodiments, the first pressure sensor and the second pressure generate signals discontinuously. In some embodiments, the first pressure sensor and the second pressure generate signals at predetermined time intervals.
Referring now to
The monitoring device 150 can also include a low-energy local wireless communication component 608. In some embodiments, the low-energy local wireless communication component 608 can include a Bluetooth component. In some embodiments, the monitoring device 150 can also include a wired I/O interface 610 and one or more wire connection ports or plug receptacles 612.
The monitoring device 150 can include various other sensors. In some embodiments, the monitoring device 150 can also include a temperature sensor 614. The temperature sensor 614 can be in fluid communication with at least one of the first fluid conduit, the second fluid conduit, and the third fluid conduit.
In some embodiments, the monitoring device 150 can also include a humidity sensor 616. In some embodiments, the monitoring device 150 can also include a sound sensor 618, such as a microphone. The sound sensor can 618 can be in fluid communication with at least one of the first fluid conduit, the second fluid conduit, and the third fluid conduit.
Referring now to
In some embodiments, wireless signals from the filtration system 100 can be exchanged with a wireless communication tower 720 (or antenna array), which could be a cellular tower or other wireless communication tower. The wireless communication tower 720 can be connected to a data network 722, such as the Internet or another type of public or private data network, packet-switched or otherwise.
The data network can provide for one-way or two-way communication with other components that are external to the work environment 702. For example, a server 724 or other processing device can receive electronic signals containing data from one or more components such as the filtration system 100. The server 724 can interface with a database 726 to store data. In some embodiments, the server 724 (or a device that is part of the server system) can interface with a user device 728, which can allow a user to query data stored in the database 726. The server 724 and/or the database 726 can be at a distinct physical location or can be in the cloud.
Referring now to
In some embodiments, pressure sensors can be located remotely from the monitoring device 150, but in electrical communication with the monitoring device 150, such as in electrical communication with the control circuit 504. For example, referring now to
It will be appreciated that many different types of filtrations systems are included herein. While
Aspects have been described with reference to various specific and preferred embodiments and techniques. However, it should be understood that many variations and modifications may be made while remaining within the spirit and scope herein. As such, the embodiments described herein are not intended to be exhaustive or to limit the invention to the precise forms disclosed in the following detailed description. Rather, the embodiments are chosen and described so that others skilled in the art can appreciate and understand the principles and practices.
It should be noted that, as used in this specification and the appended claims, the singular forms “a,” “an,” and “the” include plural referents unless the content clearly dictates otherwise. It should also be noted that the term “or” is generally employed in its sense including “and/or” unless the content clearly dictates otherwise.
It should also be noted that, as used in this specification and the appended claims, the phrase “configured” describes a system, apparatus, or other structure that is constructed or configured to perform a particular task or adopt a particular configuration to. The phrase “configured” can be used interchangeably with other similar phrases such as arranged and configured, constructed and arranged, constructed, manufactured and arranged, and the like.
All publications and patent applications in this specification are indicative of the level of ordinary skill in the art to which this invention pertains. All publications and patent applications are herein incorporated by reference to the same extent as if each individual publication or patent application was specifically and individually indicated by reference.
This application is a continuation of U.S. patent application Ser. No. 17/288,486, filed Apr. 23, 2021, which is a U.S. National Stage Application under 35 U.S.C. 371 of International Patent Application No. PCT/US2019/057620 filed Oct. 23, 2019, which claims priority to U.S. Provisional Application No. 62/750,638, filed Oct. 25, 2018, the contents of which are herein incorporated by reference in its entirety.
Number | Date | Country | |
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62750638 | Oct 2018 | US |
Number | Date | Country | |
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Parent | 17288486 | Apr 2021 | US |
Child | 18601203 | US |