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公开(公告)号：US11275348B2
公开(公告)日：2022-03-15
申请号：US16723224
申请日：2019-12-20
Applicant: Johnson Controls Technology Company
Inventor： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Erik S. Paulson , Vijaya S. Chennupati , Kelsey C. Schuster
Abstract: A building management system includes one or more memory devices configured to store instructions thereon, that, when executed by one or more processors, cause the one or more processors to receive a publication by an agent on an agent communication channel, the publication comprising timeseries data, identify, based on the publication, an object entity of an entity database associated with the agent, wherein the entity database includes one or more object entities and relationships between the one or more object entities and one or more data entities, identify a data entity related to the object entity based on a relationship of the relationships relating the object entity and the data entity, and ingest the timeseries data into the data entity.
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2.发明申请公开(公告)号：US20190338972A1
公开(公告)日：2019-11-07
申请号：US15968187
申请日：2018-05-01
Applicant: Johnson Controls Technology Company
Inventor： Kelsey C. Schuster , Steven R. Vitullo
Abstract: A Building Management System (BMS) is configured to monitor and control building equipment. The BMS includes a number of sensors configured to transmit input data associated with the building equipment. The BMS further includes a condition based maintenance scheduler configured to determine a number of potential problems associated with the building equipment based on the input data. The condition based maintenance scheduler determines the number of potential problems by comparing the input data to a set of conditions. The BMS is further configured to schedule a number of maintenance events associated with the building equipment based on the number of potential problems.
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公开(公告)号：US20240103467A1
公开(公告)日：2024-03-28
申请号：US18375871
申请日：2023-10-02
Applicant: Johnson Controls Technology Company
Inventor： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Erik S. Paulson , Vijaya S. Chennupati , Kelsey C. Schuster
CPC classification number: G05B15/02 , G06F16/288 , G06N5/043 , H04L12/2827 , H04L2012/285
Abstract: A building management system includes one or more memory devices configured to store instructions thereon, that, when executed by one or more processors, cause the one or more processors to receive a publication by an agent on an agent communication channel, the publication comprising timeseries data, identify, based on the publication, an object entity of an entity database associated with the agent, wherein the entity database includes one or more object entities and relationships between the one or more object entities and one or more data entities, identify a data entity related to the object entity based on a relationship of the relationships relating the object entity and the data entity, and ingest the timeseries data into the data entity.
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公开(公告)号：US20200225654A1
公开(公告)日：2020-07-16
申请号：US16245122
申请日：2019-01-10
Applicant: Johnson Controls Technology Company
Inventor： Steven R. Vitullo , Kelsey C. Schuster , Michael R. Rhodes , Riley P. Shelton , John F. Kuchler
Abstract: Systems and methods of generating performance index for connected equipment in a building management system are provided. The connected equipment measures monitored variables and generates status codes. The system obtains data points of the monitored variables and the status codes from past N time units, and connected equipment specific parameters. The system performs first performance checks for the connected equipment using the status codes from the past N time units. The system performs second performance checks using the data points of the monitored variables from the past N time units, the connected equipment specific parameters, and a set of predetermined rules. The system determines individual performance check indicators based on the first performance checks and the second performance checks using first weights each determined based on a different timing. The system generates an overall performance index for the connected equipment using the individual performance check indicators and second weights.
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公开(公告)号：US20250164950A1
公开(公告)日：2025-05-22
申请号：US19027996
申请日：2025-01-17
Applicant: Johnson Controls Technology Company
Inventor： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Erik S. Paulson , Vijaya S. Chennupati , Kelsey C. Schuster
Abstract: A system can include one or more memory devices that can store instructions thereon. The instructions can, when executed by one or more processors, cause the one or more processors to receive timeseries data associated with a building, detect that a new building device has been added to the building, determine that a representation of the new building device is absent from a digital twin of the building, and execute a machine learning model to add the representation of the new building device to the digital twin of the building.
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Patent Agency Ranking
公开(公告)号：US11774930B2
公开(公告)日：2023-10-03
申请号：US17510774
申请日：2021-10-26
Applicant: Johnson Controls Technology Company
Inventor： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Erik S. Paulson , Vijaya S. Chennupati , Kelsey C. Schuster
CPC classification number: G05B15/02 , G06F16/288 , G06N5/043 , H04L12/2827 , H04L2012/285
Abstract: A building management system includes one or more memory devices configured to store instructions thereon, that, when executed by one or more processors, cause the one or more processors to receive a publication by an agent on an agent communication channel, the publication comprising timeseries data, identify, based on the publication, an object entity of an entity database associated with the agent, wherein the entity database includes one or more object entities and relationships between the one or more object entities and one or more data entities, identify a data entity related to the object entity based on a relationship of the relationships relating the object entity and the data entity, and ingest the timeseries data into the data entity.
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公开(公告)号：US11092954B2
公开(公告)日：2021-08-17
申请号：US16245122
申请日：2019-01-10
Applicant: Johnson Controls Technology Company
Inventor： Steven R. Vitullo , Kelsey C. Schuster , Michael R. Rhodes , Riley P. Shelton , John F. Kuchler
Abstract: Systems and methods of generating performance index for connected equipment in a building management system are provided. The connected equipment measures monitored variables and generates status codes. The system obtains data points of the monitored variables and the status codes from past N time units, and connected equipment specific parameters. The system performs first performance checks for the connected equipment using the status codes from the past N time units. The system performs second performance checks using the data points of the monitored variables from the past N time units, the connected equipment specific parameters, and a set of predetermined rules. The system determines individual performance check indicators based on the first performance checks and the second performance checks using first weights each determined based on a different timing. The system generates an overall performance index for the connected equipment using the individual performance check indicators and second weights.
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公开(公告)号：US12292720B2
公开(公告)日：2025-05-06
申请号：US18375871
申请日：2023-10-02
Applicant: Johnson Controls Technology Company
Inventor： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Erik S. Paulson , Vijaya S. Chennupati , Kelsey C. Schuster
Abstract: A building management system includes one or more memory devices configured to store instructions thereon, that, when executed by one or more processors, cause the one or more processors to receive a publication by an agent on an agent communication channel, the publication comprising timeseries data, identify, based on the publication, an object entity of an entity database associated with the agent, wherein the entity database includes one or more object entities and relationships between the one or more object entities and one or more data entities, identify a data entity related to the object entity based on a relationship of the relationships relating the object entity and the data entity, and ingest the timeseries data into the data entity.
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公开(公告)号：US20230185297A1
公开(公告)日：2023-06-15
申请号：US18105721
申请日：2023-02-03
Applicant: Johnson Controls Technology Company
Inventor： Steven R. Vitullo , Kelsey C. Schuster , Michael R. Rhodes , Riley P. Shelton , John F. Kuchler
CPC classification number: G05B23/0283 , G05B23/0221 , G05B23/0264 , G05B17/02 , G05B23/0235 , G05B2219/2642
Abstract: A system includes equipment operable to affect, monitor, or control one or more variable states or conditions in a building. The system further includes circuitry configured to perform a plurality of performance checks for the equipment, determine a plurality of individual performance check indicators based on the plurality of performance checks using a plurality of first weights determined based on different timings, generate an overall performance index for the equipment using the plurality of individual performance check indicators and a plurality of second weights, and initiate or execute a preventative maintenance action for the equipment based on the overall performance index.
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公开(公告)号：US11630453B2
公开(公告)日：2023-04-18
申请号：US17400950
申请日：2021-08-12
Applicant: JOHNSON CONTROLS TECHNOLOGY COMPANY
Inventor： Steven R. Vitullo , Kelsey C. Schuster , Michael R. Rhodes , Riley P. Shelton , John F. Kuchler
Abstract: Systems and methods of generating performance index for connected equipment in a building management system are provided. The connected equipment measures monitored variables and generates status codes. The system obtains data points of the monitored variables and the status codes from past N time units, and connected equipment specific parameters. The system performs first performance checks for the connected equipment using the status codes from the past N time units. The system performs second performance checks using the data points of the monitored variables from the past N time units, the connected equipment specific parameters, and a set of predetermined rules. The system determines individual performance check indicators based on the first performance checks and the second performance checks using first weights each determined based on a different timing. The system generates an overall performance index for the connected equipment using the individual performance check indicators and second weights.
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