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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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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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5.
公开(公告)号:US20230162580A1
公开(公告)日:2023-05-25
申请号:US17991166
申请日:2022-11-21
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor: Rajiv Ramanasankaran , Santle Camilus Kulandai Samy , Ambuj Shatdal , Erik S. Paulson , Lipphei Adam
IPC: G08B13/196 , G05B15/02
CPC classification number: G08B13/19645 , G05B15/02 , G08B13/19604
Abstract: A building system can operate to receive a request to generate a video tracking movement of an entity throughout the building. The building system can operate to search, based on a building graph, a database for a set of images or videos of cameras of the building that track the entity throughout the building. The building graph can include nodes indicating spaces of the building and the cameras of the building. The building graph can include building graph including edges between the nodes representing relationships between the spaces and the cameras. The building system can operate to join the set of images or videos together to create the video.
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公开(公告)号:US11704311B2
公开(公告)日:2023-07-18
申请号:US17534821
申请日:2021-11-24
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor: Rajiv Ramanasankaran , Ambuj Shatdal , Dominick James O'Dierno , Brian Scott Otto , Miguel Galvez , Trent Mark Swanson
IPC: G06F15/16 , G06F16/2453 , G06F16/21 , G06F16/2455 , G06F16/27
CPC classification number: G06F16/24532 , G06F16/211 , G06F16/24553 , G06F16/275
Abstract: A method including receiving, by one or more processing circuits, building data, generating, by the one or more processing circuits, a first digital twin based on the building data, wherein a first system stores the first digital twin and a second system stores a second digital twin generated based on the building data, where the first digital twin includes a relationship that forms a connection between the first digital twin and the second digital twin by linking a first entity of the first entities of the first digital twin and a second entity of the second entities of the second digital twin, and performing, by the one or more processing circuits, one or more operations based on at least one of the first digital twin, the second digital twin, or the relationship that forms the connection between the first digital twin and the second digital twin.
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公开(公告)号:US20230205158A1
公开(公告)日:2023-06-29
申请号:US18085375
申请日:2022-12-20
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor: Rajiv Ramanasankaran , Ambuj Shatdal , Michael James Risbeck , Chenlu Zhang , Krishnamurthy Selvaraj
IPC: G05B19/042 , G06F16/901 , G06F16/903 , G06N20/00
CPC classification number: G05B19/042 , G06F16/9024 , G06F16/90335 , G06N20/00 , G05B2219/25011
Abstract: A building system can operate to receive an indication from a user device of a user to query a digital twin of one or more buildings, the digital twin including entities including buildings, equipment, spaces, or data of the one or more buildings, the equipment, or the spaces, the digital twin including relationships between the entities. The building system can operate to receive building data from the digital twin by querying the digital twin based on the indication received from the user device. The building system can operate to generate an analytics model based on the building data, wherein the analytics model is trained based on the building data and deploy the analytics model to operate based on data of the one or more buildings and generate one or more analytic results based on the data of the one or more buildings.
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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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9.
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:US20230273922A1
公开(公告)日:2023-08-31
申请号:US18143968
申请日:2023-05-05
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor: Rajiv Ramanasankaran , Ambuj Shatdal , Dominick James O'Dierno , Brian Scott Otto , Miguel Galvez , Trent Mark Swanson
IPC: G06F16/2453 , G06F16/21 , G06F16/2455 , G06F16/27
CPC classification number: G06F16/24532 , G06F16/211 , G06F16/24553 , G06F16/275
Abstract: A method including receiving, by one or more processing circuits, building data, generating, by the one or more processing circuits, a first digital twin based on the building data, wherein a first system stores the first digital twin and a second system stores a second digital twin generated based on the building data, where the first digital twin includes a relationship that forms a connection between the first digital twin and the second digital twin by linking a first entity of the first entities of the first digital twin and a second entity of the second entities of the second digital twin, and performing, by the one or more processing circuits, one or more operations based on at least one of the first digital twin, the second digital twin, or the relationship that forms the connection between the first digital twin and the second digital twin.
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