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11.发明授权公开(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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13.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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Patent Agency Ranking
14.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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公开(公告)号：US20230168638A1
公开(公告)日：2023-06-01
申请号：US17855609
申请日：2022-06-30
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Rajiv Ramanasankaran , Chenlu Zhang , Ambuj Shatdal , Young Lee
IPC: G05B13/02
CPC classification number: G05B13/0265
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, receive a selection of a proposed update to the building, the proposed update changing control of the building or physical characteristics of the building at a past time, a current time, or a future time, execute an artificial intelligence to generate a plurality of inference values of the plurality of data points for the plurality of historical times or a plurality of future times based on the historical data values and the proposed update, and generate user interface data causing a user device to display a graphic representation of the building with a plurality of states at the plurality of future times or the plurality of historical times.
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公开(公告)号：US20230161764A1
公开(公告)日：2023-05-25
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: G06F16/2453 , G06F16/27 , G06F16/2455 , G06F16/21
CPC classification number: G06F16/24532 , G06F16/275 , G06F16/24553 , G06F16/211
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：US20230161306A1
公开(公告)日：2023-05-25
申请号：US18101044
申请日：2023-01-24
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Suvidha Raina , Dominick J. O'Dierno , Dilip Divila , Yogesh Sudhakarrao Titarmare , Vijay Patil , Braja Majumdar , Sunil Suhas Petwe , Ambuj Shatdal
IPC: G05B15/02
CPC classification number: G05B15/02
Abstract: A building system is configured to acquire a selection of a first object representing a component of a building subsystem, acquire information regarding a second object associated with the first object where the information includes an involvement type for a relationship between the first object and the second object, and generate an involvement map for display via a graphical user interface. The involvement map includes a first indicia representing the first object and a second indicia representing the second object. The first indicia and the second indicia are connected via a connector line. The connector line includes the involvement type disposed therealong. The involvement type indicates whether the relationship between the first object represented by the first indicia and the second object represented by the second indicia is a referential involvement, a command involvement, or an unbound involvement.
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公开(公告)号：US20230152762A1
公开(公告)日：2023-05-18
申请号：US17987652
申请日：2022-11-15
Applicant: Johnson Controls Tyco IP Holdings LLP
Inventor： Rajiv Ramanasankaran , Michael J. Risbeck , Chenlu Zhang , Ambuj Shatdal
CPC classification number: G05B15/02 , G05B23/0283 , G06N20/00
Abstract: A building system can operate to receive a requirement to implement an artificial intelligence (AI) service. The requirement can include an indication of a type of an entity, wherein the AI service is configured to generate an analytic for the entity of the type of the entity or a control setting for the entity of the type of the entity. The requirement can include a data element that the AI service is configured to operate on to generate the analytic or the control setting. The building system can operate to determine that the building system meets the requirement to implement the AI service responsive to a determination that a digital twin of the building system includes the entity of the entity type and the data element and implement the AI service responsive to a determination that the building system meets the requirement.
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