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公开(公告)号：US20230273600A1
公开(公告)日：2023-08-31
申请号：US17960688
申请日：2022-10-05
IPC分类号： 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 , G16Z99/00 , H02M1/12 , G05B23/02 , G05B13/02 , H04L67/1097 , H04B17/318 , G06N3/02 , G06N7/00 , G06K9/62 , G06N5/04 , H04B17/309
CPC分类号： G05B19/4183 , G01M13/028 , G01M13/045 , G05B13/028 , G05B19/4184 , G05B19/41845 , G05B19/4185 , G05B19/41865 , G05B19/41875 , G05B23/0221 , G05B23/0229 , G05B23/024 , G05B23/0264 , G05B23/0283 , G05B23/0286 , G05B23/0289 , G05B23/0291 , G05B23/0294 , G05B23/0297 , G06K9/6263 , G06N3/006 , G06N3/02 , G06N3/0445 , G06N3/0454 , G06N3/0472 , G06N3/084 , G06N3/088 , G06N5/046 , G06N7/005 , G06N20/00 , G06Q10/04 , G06Q10/0639 , G06Q30/02 , G06Q30/0278 , G06Q30/06 , 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 , G05B2219/32287 , G06N3/126 , Y02P90/02
摘要： Methods and systems for a data marketplace in a fluid conveyance device includes a self-organizing data marketplace. The self-organizing data marketplace includes at least one data collector and at least one corresponding fluid conveyance device in an industrial environment, wherein the at least one data collector is structured to collect detection values from the fluid conveyance device; 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 a user in response to the user data request.
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公开(公告)号：US20230196230A1
公开(公告)日：2023-06-22
申请号：US18081267
申请日：2022-12-14
发明人： Charles H. Cella , Gerald William Duffy, JR. , Jeffrey P. McGuckin , Brent Bliven , Andrew Cardno , Jenna Parenti
IPC分类号： G06Q10/0631 , G05B19/418
CPC分类号： G06Q10/063118 , G05B19/41885
摘要： Methods generally including determining a structure in the data; by the controller, determining a relevance of the determined structure in the data to at least one role type stored within a role taxonomy; by the controller, determining a reduced dimensionality view of the data in response to the determined structure in the data. The reduced dimensionality view comprises fewer dimensions than the data from the plurality of input sensors. The reduced dimensionality view further comprises a graphical element representing at least one of: mechanical portions of a machine of the industrial environment, or a sensor from the plurality of input sensors that provided data; and providing the reduced dimensionality view to a user interface that is associated with at least one entity associated with the at least one role type stored within the role taxonomy.
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13.发明公开公开(公告)号：US20230176557A1
公开(公告)日：2023-06-08
申请号：US17940497
申请日：2022-09-08
发明人： Charles H. CELLA , Gerald William DUFFY, Jr. , Jeffrey P. MCGUCKIN , Andrew CARDNO , Sava MARINKOVICH , Brent BLIVEN , Joshua DOBROWITSKY , Kunal SHARMA , Brad KELL
IPC分类号： G05B19/418
CPC分类号： G05B19/41885 , G05B19/4188
摘要： Computer-implemented methods for fault diagnosis in an industrial environment generally includes processing the plurality of sensor data values to determine a recognized pattern therefrom; retrieving at least one industrial-environment digital twin corresponding to the industrial environment, the at least one industrial-environment digital twin comprising a plurality of component digital twins, with each of the plurality of component digital twins corresponding to one of the plurality of components in the industrial environment, and wherein the at least one industrial-environment digital twin and the plurality of component digital twins are visual digital twins that are configured to be rendered in a visual manner; and rendering the at least one industrial-environment digital twin and the at least one respective component digital twin corresponding to the particular component in the client application in response to the received request and based on the operational condition of the particular component.
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14.发明公开公开(公告)号：US20230176550A1
公开(公告)日：2023-06-08
申请号：US17940526
申请日：2022-09-08
发明人： Charles H. CELLA , Gerald William DUFFY, JR. , Jeffrey P. MCGUCKIN , Andrew CARDNO , Sava MARINKOVICH , Brent BLIVEN , Joshua DOBROWITSKY , Kunal SHARMA , Brad KELL
IPC分类号： G05B19/418
CPC分类号： G05B19/4184 , G05B19/41885
摘要： Computer-implemented methods for fault diagnosis in an industrial environment generally includes processing the plurality of sensor data values to determine a recognized pattern therefrom; retrieving at least one industrial-environment digital twin corresponding to the industrial environment, the at least one industrial-environment digital twin comprising a plurality of component digital twins, with each of the plurality of component digital twins corresponding to one of the plurality of components in the industrial environment, and wherein the at least one industrial-environment digital twin and the plurality of component digital twins are visual digital twins that are configured to be rendered in a visual manner; and rendering the at least one industrial-environment digital twin and the at least one respective component digital twin corresponding to the particular component in the client application in response to the received request and based on the operational condition of the particular component.
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公开(公告)号：US20230111071A1
公开(公告)日：2023-04-13
申请号：US18078263
申请日：2022-12-09
IPC分类号： G05B23/02 , 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 , G05B13/02 , H04L67/1097 , H04B17/318 , G06N3/02 , G06N5/046 , H04B17/309 , H04L1/18 , G06F18/21 , G06N3/044 , G06N3/045 , G06N3/047 , G06N7/01
摘要： A platform for facilitating development of intelligence in an Industrial Internet of Things (IIoT) system generally includes a plurality of distinct data-handling layers comprising an industrial monitoring systems layer that collects data from or about a plurality of industrial entities in the IIoT system; an industrial entity-oriented data storage systems layer that stores the data collected by the industrial monitoring systems layer; an adaptive intelligent systems layer that provisions available computing resources within the platform; and an industrial management application platform layer that manages the platform in a common application environment.
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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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17.发明授权公开(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：US20220191282A1
公开(公告)日：2022-06-16
申请号：US17685489
申请日：2022-03-03
发明人： Charles Cella , Teymour El-Tahry , Richard Spitz , Jeffrey P. McGuckin , Gerald William Duffy, JR.
IPC分类号： H04L67/12 , G06N20/00 , G16Y20/10 , G06N5/04 , H04L41/0806 , H04L41/16 , G05B19/418 , H04L41/08 , H04W40/02 , H04L67/00
摘要： A system can include a backend system and a sensor kit configured to monitor an industrial setting. The sensor kit can include an edge device and a plurality of sensors that capture sensor data and transmit the sensor data via a self-configuring sensor kit network. At least one sensor can capture sensor measurements and output instances of sensor data, generate and output reporting packets, and transmit the reporting packets to the edge device via the self-configuring sensor kit network in accordance with a first communication protocol. The edge device receives reporting packets from the plurality of sensors via the self-configuring sensor kit network and transmits sensor kit packets to the backend system via a public network. The backend system can include a processing system and a storage system, where the processing system performs backend operations on the sensor data and the storage systems stores the sensor data.
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