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公开(公告)号：US20230358429A1
公开(公告)日：2023-11-09
申请号：US17737427
申请日：2022-05-05
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Rajiv Ramanasankaran , Ambuj Shatdal , Michael James Risbeck , Young Lee
IPC: F24F11/63 , G05B19/042 , G06F11/30 , G06F11/34
CPC classification number: F24F11/63 , G05B19/042 , G06F11/3006 , G06F11/3409 , G05B2219/2614
Abstract: A building system including one or more memory devices storing instructions that, when executed by one or more processors, cause the one or more processors to store a plurality of digital twins, the plurality of digital twins comprising a virtual representation of a building, determine, based on the virtual representation of the building, that an operation of the first piece of building equipment is detectable by the second piece of building equipment. The instructions cause the one or more processors to execute a diagnostics routine comprising causing, by the first digital twin, the first piece of building equipment to perform the operation and receiving, by the second digital twin, one or more detections of the operation by the second piece of building equipment and generate a diagnostics report for the first piece of building equipment and the second piece of building equipment based on a result of the diagnostics routine.
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2.发明公开公开(公告)号：US20230334189A1
公开(公告)日：2023-10-19
申请号：US18213744
申请日：2023-06-23
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Rajiv Ramanasankaran , Chenlu Zhang , Ambuj Shatdal , Young Lee
Abstract: A building system operates to execute the service based on data of a building to generate an inference or a prediction of a condition of a building, store the inference or the prediction, or a link to the inference or the prediction, in the one or more data storage elements of a knowledge graph, the knowledge graph including representations of entities of the building, relationships between the entities of the building, and one or more storage elements storing or linking the operational data, query the knowledge graph to retrieve the inference or the prediction from the knowledge graph, update, responsive to the query, a graphical model of the building including graphical representations of the entities to include the inference or the prediction, and cause a display device of a user device to display the updated graphical model.
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公开(公告)号：US20230359189A1
公开(公告)日：2023-11-09
申请号：US17737436
申请日：2022-05-05
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Rajiv Ramanasankaran , Ambuj Shatdal , Michael James Risbeck , Young Lee
IPC: G05B23/02 , G06F16/901
CPC classification number: G05B23/0243 , G06F16/9024
Abstract: A building system operates to store a digital twin comprising a building graph, the building graph comprising a plurality of nodes representing a plurality of entities of a building and a plurality of edges between the plurality of nodes representing relationships between the plurality of entities. The instructions cause the one or more processors to determine a value for a functionality indicator for a piece of building equipment based on data received from the piece of building equipment, identify a first node of the plurality of nodes representing the functionality indicator by identifying an edge of the plurality of edges relating a second node of the plurality of nodes representing the piece of building equipment to the first node, and cause the first node to store the value for the functionality indicator, or a link to the value for the functionality indicator.
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公开(公告)号：US20230359176A1
公开(公告)日：2023-11-09
申请号：US17737423
申请日：2022-05-05
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Rajiv Ramanasankaran , Ambuj Shatdal , Michael James Risbeck , Young Lee
IPC: G01R31/3185
CPC classification number: G01R31/318594 , G01R31/318552
Abstract: A building system including one or more memory devices storing instructions that, when executed by one or more processors cause the one or more processors to store a digital twin for a piece of building equipment, the digital twin comprising a virtual representation of the piece of building equipment, wherein the digital twin communicates with the piece of building equipment to operate the piece of building equipment and determine one or more diagnostic messages based on the virtual representation of the piece of building equipment and communicate the one or more diagnostic messages, by the digital twin, to the piece of building equipment causing the piece of building equipment to perform one or more operations. The instructions cause the one or more processors to receive one or more diagnostic message and generate a diagnostics report for the piece of building equipment based on the one or more diagnostic message responses.
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公开(公告)号：US20230169229A1
公开(公告)日：2023-06-01
申请号：US17855607
申请日：2022-06-30
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Rajiv Ramanasankaran , Chenlu Zhang , Ambuj Shatdal , Young Lee , Jonathan D. Douglas
Abstract: A building system of a building operates to receive historical data values of the plurality of data points for a plurality of historical times, execute an artificial intelligence to generate a plurality of inference values of a data point for a plurality of future times based on the historical data values, generate user interface data causing a user device to display a graphic representation of the building including a selectable element providing selections of the plurality of historical times and the plurality of future times, receive a selection from the user device via the selectable element of a future time of the plurality of future times, and cause the user device to display the graphic representation of the building with a plurality of states based on the future data values.
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Patent Agency Ranking
公开(公告)号：US20230168640A1
公开(公告)日：2023-06-01
申请号：US17855613
申请日：2022-06-30
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Rajiv Ramanasankaran , Chenlu Zhang , Ambuj Shatdal , Young Lee
CPC classification number: G05B13/04 , G05B13/028
Abstract: A building system of a building operates to receive historical data values of the plurality of data points for a plurality of historical times. The building system operates to execute an artificial intelligence to generate a plurality of different operating scenarios for operating equipment of the building for the plurality of historical times and simulate a plurality of values of data points of the building for the plurality of historical times based on the plurality of different operating scenarios and the historical data values. The building system operates to cause a user device to display a graphic representation of the building and a selectable element of a historical time of the plurality of historical times.
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公开(公告)号：US11714930B2
公开(公告)日：2023-08-01
申请号：US17537046
申请日：2021-11-29
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Rajiv Ramanasankaran , Chenlu Zhang , Ambuj Shatdal , Young Lee
Abstract: A building system including one or more storage devices storing instructions thereon that, when executed by one or more processors, cause the one or more processors to receive an indication to execute an artificial intelligence (AI) agent, execute the AI agent based on the digital twin to generate an inference or a prediction, cause a graphical model of the building including graphical representations of the entities to include information based on the inference or the prediction, and cause a display device of a user device to display the graphical model.
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公开(公告)号：US20230169224A1
公开(公告)日：2023-06-01
申请号：US17965526
申请日：2022-10-13
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Rajiv Ramanasankaran , Chenlu Zhang , Ambuj Shatdal , Young Lee
IPC: G06F30/13
CPC classification number: G06F30/13
Abstract: A building system of a building operates to store a digital twin of the building in the one or more storage devices, wherein a virtual indicator is related to an entity of the building by the digital twin. The building system operates to receive telemetry data for a piece of building equipment of the building for the data point, generate the virtual indicator from the telemetry data, and cause a graphic representation of the building to display the virtual indicator within the graphic representation of the building.
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9.发明公开公开(公告)号：US20230169223A1
公开(公告)日：2023-06-01
申请号：US17855561
申请日：2022-06-30
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Rajiv Ramanasankaran , Chenlu Zhang , Ambuj Shatdal , Young Lee , Jonathan D. Douglas
Abstract: A building system of a building operates to store a digital twin of the building in the one or more storage devices, wherein the digital twin further includes an artificial intelligence configured to generate a plurality of inference values of a data point for a plurality of future times, the data point related to the building by the interrelationship of the digital twin. The building system operates to generate a recommendation based on the plurality of inference values for the data point for the plurality of future times, the recommendation recommending making one or more updates to the building, and cause a graphic representation of the building to display an indication of the recommendation.
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10.发明公开公开(公告)号：US20230169220A1
公开(公告)日：2023-06-01
申请号：US17537046
申请日：2021-11-29
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Rajiv Ramanasankaran , Chenlu Zhang , Ambuj Shatdal , Young Lee
Abstract: A building system including one or more storage devices storing instructions thereon that, when executed by one or more processors, cause the one or more processors to receive an indication to execute an artificial intelligence (AI) agent, execute the AI agent based on the digital twin to generate an inference or a prediction, cause a graphical model of the building including graphical representations of the entities to include information based on the inference or the prediction, and cause a display device of a user device to display the graphical model.
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