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公开(公告)号：US11836571B2
公开(公告)日：2023-12-05
申请号：US17558811
申请日：2021-12-22
IPC分类号： G05B19/418 , G05B19/042 , G05B23/02 , G01M13/045 , G05B13/02 , G01M13/04 , G06Q10/04 , G06Q30/02 , G06Q30/06 , G06Q50/00 , G06N3/02 , H04B17/23 , H04B17/309 , H04B17/318 , H04B17/345 , H04L1/00 , H04L1/18 , H04L67/1097 , H04L67/12 , H04W4/38 , G06N3/006 , G06N5/046 , H04W4/70 , G16Z99/00 , G01M13/028 , G06N3/084 , G06N3/088 , G06Q10/0639 , H04L1/1867 , H03M1/12 , G06F18/21 , G06N3/044 , G06N3/045 , G06N3/047 , G06N7/01 , G06V10/778 , H02M1/12 , G06N20/00 , G06F17/18 , G06Q10/06 , G06N3/04 , G06N3/08 , G06N5/04 , H04B17/29 , H04B17/40 , H04L67/306 , H04L5/00 , B62D5/04 , G06N3/126 , G06F18/25
CPC分类号： G06N3/006 , G01M13/028 , G01M13/04 , G01M13/045 , G05B13/028 , G05B19/4183 , G05B19/4184 , G05B19/4185 , G05B19/41845 , G05B19/41865 , G05B19/41875 , G05B23/024 , G05B23/0221 , G05B23/0229 , G05B23/0264 , G05B23/0283 , G05B23/0286 , G05B23/0289 , G05B23/0291 , G05B23/0294 , G05B23/0297 , G06F18/2178 , G06N3/02 , G06N3/044 , G06N3/045 , G06N3/047 , G06N3/084 , G06N3/088 , G06N5/046 , G06N7/01 , G06N20/00 , G06Q10/04 , G06Q10/0639 , G06Q30/02 , G06Q30/0278 , G06Q30/06 , G06Q50/00 , G06V10/7784 , G16Z99/00 , H02M1/12 , H03M1/12 , H04B17/23 , H04B17/309 , H04B17/318 , H04B17/345 , H04L1/0002 , H04L1/0041 , H04L1/18 , H04L1/1874 , H04L67/1097 , H04L67/12 , H04W4/38 , H04W4/70 , B62D5/0463 , G05B19/042 , G05B23/02 , G05B23/0208 , G05B2219/32287 , G05B2219/35001 , G05B2219/37337 , G05B2219/37351 , G05B2219/37434 , G05B2219/37537 , G05B2219/40115 , G05B2219/45004 , G05B2219/45129 , G06F17/18 , G06F18/21 , G06F18/217 , G06F18/25 , G06N3/126 , H04B17/29 , H04B17/40 , H04L1/0009 , H04L5/0064 , H04L67/306 , Y02P80/10 , Y02P90/02 , Y02P90/80 , Y04S50/00 , Y04S50/12 , Y10S707/99939
摘要： Systems and methods for data collection in an industrial environment are disclosed. An expert graphical user interface showing representations of components of an industrial machine to which sensors are attach is disclosed. The user interface may enable a user to select at least one of the components resulting in a search of a database of industrial machine failure modes for modes that correspond to the selected component. The corresponding failure mode may be presented to the user. The selection of the component may cause a controller to reference and implement a data collection template for configuring the system to automatically collect data from sensors associated with the selected component to detect at least one of the corresponding failure modes.
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公开(公告)号：US11791914B2
公开(公告)日：2023-10-17
申请号：US16143354
申请日：2018-09-26
IPC分类号： H04B17/29 , G05B19/418 , H04L67/12 , G06N20/00 , H04L1/00 , G06N3/084 , G06N3/088 , G06N3/006 , H04B17/345 , H04W4/38 , H04W4/70 , G06Q30/02 , G06Q30/06 , G01M13/045 , G01M13/028 , H04L1/1867 , G06Q10/0639 , G06Q10/04 , H04B17/23 , H03M1/12 , G16Z99/00 , H02M1/12 , G06F18/21 , G06N3/044 , G06N3/045 , G06N3/047 , G06N7/01 , G06V10/778 , G06V10/82 , B62D15/02 , G01M13/04 , G06Q50/00 , G05B23/02 , G05B13/02 , H04L67/1097 , H04B17/318 , G06N3/02 , G06N5/046 , H04B17/309 , H04L1/18 , G06N3/126 , G05B19/042 , H04B17/40 , H04L67/306 , B62D5/04 , G06F17/18 , G06F18/25 , H04L5/00
CPC分类号： H04B17/29 , B62D15/0215 , G01M13/028 , G01M13/04 , G01M13/045 , G05B13/028 , G05B19/4183 , G05B19/4184 , G05B19/4185 , G05B19/41845 , G05B19/41865 , G05B19/41875 , G05B23/024 , G05B23/0221 , G05B23/0229 , G05B23/0264 , G05B23/0283 , G05B23/0286 , G05B23/0289 , G05B23/0291 , G05B23/0294 , G05B23/0297 , G06F18/2178 , G06N3/006 , G06N3/02 , G06N3/044 , G06N3/045 , G06N3/047 , G06N3/084 , G06N3/088 , G06N5/046 , G06N7/01 , G06N20/00 , G06Q10/04 , G06Q10/0639 , G06Q30/02 , G06Q30/0278 , G06Q30/06 , G06Q50/00 , G06V10/7784 , G06V10/82 , G16Z99/00 , H02M1/12 , H03M1/12 , H04B17/23 , H04B17/309 , H04B17/318 , H04B17/345 , H04L1/0002 , H04L1/0041 , H04L1/18 , H04L1/1874 , H04L67/1097 , H04L67/12 , H04W4/38 , H04W4/70 , B62D5/0463 , G05B19/042 , G05B23/02 , G05B23/0208 , G05B2219/32287 , G05B2219/35001 , G05B2219/37337 , G05B2219/37351 , G05B2219/37434 , G05B2219/37537 , G05B2219/40115 , G05B2219/45004 , G05B2219/45129 , G06F17/18 , G06F18/21 , G06F18/217 , G06F18/25 , G06N3/126 , H04B17/40 , H04L1/0009 , H04L5/0064 , H04L67/306 , Y02P80/10 , Y02P90/02 , Y02P90/80 , Y04S50/00 , Y04S50/12 , Y10S707/99939
摘要： A self-organizing data marketplace includes a plurality of data collectors and a corresponding plurality of industrial environments, wherein each of the plurality of data collectors is structured to collect detection values from at least one sensor of the corresponding industrial environment, a data storage structured to store a data pool comprising at least a portion of the detection values, a data marketplace structured to self-organize the data pool, and a transaction system structured to interpret a user data request, and to selectively provide a portion of the self-organized data pool to the user in response to the user data request.
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公开(公告)号：US11774944B2
公开(公告)日：2023-10-03
申请号：US16185625
申请日：2018-11-09
发明人： Charles Howard Cella , Mehul Desai , Gerald William Duffy, Jr. , Jeffrey P. McGuckin , Tracey Ho , John Segui , Steven Blumenthal , Chun Meng
IPC分类号： G05B19/4155 , G05B19/418 , G06N20/00 , G05B23/02 , G06N3/044 , G06N3/088 , G06N3/042 , G06N3/045
CPC分类号： G05B19/4155 , G05B19/4183 , G05B23/0221 , G06N3/044 , G06N20/00 , G05B2219/31156 , G05B2219/31282 , G05B2219/33039 , G06N3/042 , G06N3/045 , G06N3/088
摘要： An example data collection system in an industrial environment includes a data collector in communication with a number of input channels for acquiring collected data. The system includes a data storage that stored the collected data as a number of data pools. The system includes a self-organizing data marketplace engine that receives the data pools, and that is organized based on training a marketplace self-organization with a training set, and further based on feedback from measures of marketplace success with respect to the data pools.
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公开(公告)号：US11586188B2
公开(公告)日：2023-02-21
申请号：US16152660
申请日：2018-10-05
IPC分类号： H04B17/26 , G05B23/02 , G05B19/418 , H04L67/12 , G06N20/00 , H04L1/00 , G06N3/084 , G06N3/088 , G06N3/04 , G06N3/006 , H04B17/345 , H04W4/38 , H04W4/70 , G06Q30/02 , G06Q30/06 , G01M13/045 , G01M13/028 , G01M13/04 , H04L1/1867 , G16Z99/00 , G06Q50/00 , G06Q10/0639 , G06Q10/04 , H04B17/23 , B62D15/02 , G05B13/02 , H04L67/1097 , H04B17/318 , G06N3/02 , G06N7/00 , G06K9/62 , G06N5/046 , H04B17/309 , H04L1/18 , G06N3/126 , G05B19/042 , H04B17/29 , H04B17/40 , H04L67/306 , G06F17/18 , B62D5/04 , H04L5/00
摘要： An apparatus, methods and systems for data collection in an industrial environment are disclosed. A monitoring system can include a data collector communicatively coupled to each one of a plurality of input channels utilizing one of a plurality of collector routes, wherein each input channel includes data corresponding to an element of a first industrial machine, and wherein each of the plurality of collector routes includes a distinct data collection routine, a data storage circuit structured to store a plurality of detection values that corresponds to the plurality of input channels, and a data marketplace circuit structured to communicate at least a portion of the detection values to a data marketplace, wherein the data marketplace circuit performs at least one of self-organizing the data marketplace and automating the data marketplace.
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公开(公告)号：US11507064B2
公开(公告)日：2022-11-22
申请号：US15973216
申请日：2018-05-07
IPC分类号： G05B19/418 , G05B23/02 , H04L67/12 , G06N20/00 , H04L1/00 , G06N3/08 , G06N3/04 , G06N3/00 , H04B17/345 , H04W4/38 , H04W4/70 , G06Q30/02 , G06Q30/06 , G01M13/045 , G01M13/028 , H04L1/18 , G06Q10/06 , G06Q10/04 , H04B17/23 , H03M1/12 , G16Z99/00 , H02M1/12 , G05B13/02 , H04L67/1097 , H04B17/318 , G06N3/02 , G06N7/00 , G06K9/62 , G06N5/04 , H04B17/309 , G06N3/12 , G05B19/042 , H04B17/29 , H04B17/40 , H04L67/306 , B62D5/04 , G06F17/18 , H04L5/00
摘要： A system for monitoring an oil and gas process includes a data acquisition circuit structured to interpret a plurality of detection values corresponding to input received from a detection package which includes at least one of a plurality of input sensors each operatively coupled to at least one of a plurality of components of an industrial production process; a data analysis circuit structured to analyze a subset of the plurality of detection values to determine a status parameter; and an analysis response circuit structured to adjust the detection package in response to the status parameter, wherein the plurality of available sensors have at least one distinct sensing parameter selected from the sensing parameters consisting of: input ranges, sensitivity values, locations, reliability values, duty cycle values, sensor types, and maintenance requirements.
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公开(公告)号：US11500371B2
公开(公告)日：2022-11-15
申请号：US16684668
申请日：2019-11-15
IPC分类号： G05B23/02 , G06N3/04 , G06N3/00 , G06N3/08 , H04L1/18 , H04L1/00 , H04B17/309 , G06N5/04 , G06K9/62 , G06N7/00 , G06N3/02 , H04B17/318 , G05B19/418 , H04L67/1097 , G05B13/02 , G06N20/00 , H04L67/12 , G01M13/028 , G01M13/045 , G06N3/12 , H04L5/00 , G06F16/23
摘要： In industrial machine predictive maintenance system may include an industrial machine data analysis facility that generates streams of industrial machine health monitoring data by applying machine learning to data representative of conditions of portions of industrial machines received via a data collection network. The system may perform a method of sampling a signal at a streaming sample rate to produce a plurality of samples of the signal. Portions of the plurality of samples can be allocated to first and second signal analysis circuits based on signal analysis sampling rates less than the streaming sample rate, and the samples and the outputs of the signal analysis circuits can be stored. The system can include a sensor detecting a condition of an industrial machine to output a signal, which can be sampled at a streaming sample rate that is at least twice a dominant frequency of the signal.
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公开(公告)号：US11385622B2
公开(公告)日：2022-07-12
申请号：US16216028
申请日：2018-12-11
IPC分类号： G06Q10/04 , H04B17/23 , B62D15/02 , G05B13/02 , H04B17/318 , G06N3/02 , G06N7/00 , G06K9/62 , G06N5/04 , H04B17/309 , G06N3/12 , G05B19/042 , H04B17/29 , H04B17/40 , G06F17/18 , B62D5/04 , H04L5/00 , G05B19/418 , H04L67/12 , G06N20/00 , H04L1/00 , G06N3/08 , G06N3/04 , G06N3/00 , H04B17/345 , H04W4/38 , H04W4/70 , G06Q30/02 , G06Q30/06 , G01M13/045 , G01M13/028 , H04L1/18 , G06Q10/06 , H03M1/12 , G05B23/02 , H04L67/1097 , H04L67/306
摘要： Systems and method for data collection in an industrial environment can include interpreting a plurality of sensor data values, each sensor operatively coupled to at least one of a plurality of components in the industrial environmental. In response to at least a portion of the plurality of sensor data values, determining a recognized pattern value and providing a system characterization value for the industrial system in response to the recognized pattern value.
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公开(公告)号：US11353851B2
公开(公告)日：2022-06-07
申请号：US16221250
申请日：2018-12-14
IPC分类号： G05B13/02 , H04B17/318 , H04B17/309 , G05B19/418 , H04L67/12 , G06N20/00 , H04L1/00 , G06N3/08 , G06N3/04 , G06N3/00 , H04B17/345 , H04W4/38 , H04W4/70 , G06Q30/02 , G06Q30/06 , G01M13/045 , G01M13/028 , H04L1/18 , G06Q10/06 , G06Q10/04 , H04B17/23 , H03M1/12 , G05B23/02 , H04L67/1097 , G06N3/02 , G06N7/00 , G06K9/62 , G06N5/04 , G06N3/12 , G05B19/042 , H04B17/29 , H04B17/40 , H04L67/306 , H04L5/00
摘要： Systems and methods for monitoring data collection in an industrial environment are disclosed. A data acquisition circuit structured to interpret a plurality of detection values from a plurality of input sensors communicatively coupled to the data acquisition circuit, each of the plurality of detection values corresponding to at least one of the plurality of input sensors, a peak detection circuit structured to determine at least one peak value in response to the plurality of detection values and a peak response circuit structured to perform at least one operation in response to the at least one peak value are disclosed.
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公开(公告)号：US11281202B2
公开(公告)日：2022-03-22
申请号：US16230432
申请日：2018-12-21
IPC分类号： G05B23/02 , G05B19/418 , H04L67/12 , G06N20/00 , H04L1/00 , G06N3/08 , G06N3/04 , G06N3/00 , H04B17/345 , H04W4/38 , H04W4/70 , G06Q30/02 , G06Q30/06 , G01M13/045 , G01M13/028 , G01M13/04 , H04L1/18 , G16Z99/00 , G06Q50/00 , G06Q10/06 , G06Q10/04 , H04B17/23 , B62D15/02 , G05B13/02 , H04L67/1097 , H04B17/318 , G06N3/02 , G06N7/00 , G06K9/62 , G06N5/04 , H04B17/309 , G06N3/12 , G05B19/042 , H04B17/29 , H04B17/40 , H04L67/306 , G06F17/18 , B62D5/04 , H04L5/00
摘要： Systems, methods and apparatus for data monitoring are disclosed. A system may include a data acquisition circuit structured to interpret a plurality of detection values, each of the plurality of detection values corresponding to at least one of a plurality of input sensors communicatively coupled to the data acquisition circuit, a data storage circuit structured to store specifications and anticipated state information for a plurality of bearing types, a bearing analysis circuit structured to analyze the plurality of detection values relative to specifications and anticipated state information to determine a bearing performance parameter, and a response circuit structured to initiate an action in response to the bearing performance parameter.
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公开(公告)号：US11269318B2
公开(公告)日：2022-03-08
申请号：US16218348
申请日：2018-12-12
IPC分类号： G05B23/02 , G05B19/418 , H04L29/08 , G06N20/00 , H04L1/00 , G06N3/08 , G06N3/04 , G06N3/00 , H04B17/345 , H04W4/38 , H04W4/70 , G06Q30/02 , G06Q30/06 , G01M13/045 , G01M13/028 , G01M13/04 , H04L1/18 , G16Z99/00 , G06Q50/00 , G06Q10/06 , H04L67/12 , G06Q10/04 , H04B17/23 , B62D15/02 , G05B13/02 , H04L67/1097 , H04B17/318 , G06N3/02 , G06N7/00 , G06K9/62 , G06N5/04 , H04B17/309 , G06N3/12 , G05B19/042 , H04B17/29 , H04B17/40 , H04L67/306 , G06F17/18 , B62D5/04 , H04L5/00
摘要： Systems, methods and apparatus for data collection in an industrial environment are described. Signals from a plurality of analog sensors may be routed via an analog crosspoint switch which includes at least one high current output drive circuit suitable for routing an analog signal. The switch may be configured with data routing information from a data collection template where the routing includes switching a portion of the analog signals to a portion of the plurality of analog signal paths.
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