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公开(公告)号：US20230394052A1
公开(公告)日：2023-12-07
申请号：US18228497
申请日：2023-07-31
Applicant: Johnson Controls Technology Company
Inventor： Youngchoon Park , Sudhi R. Sinha , Vijaya S. Chennupati , Vaidhyanathan Venkiteswaran , Sajjad Pourmohammad , Erik S. Paulson , Ada L. Ma , Gerald A. Asp
IPC: G06F16/2458 , G06F16/22 , G06F16/901 , G05D23/19 , G05B15/02
CPC classification number: G06F16/2477 , G06F16/22 , G06F16/9024 , G05D23/1931 , G05B15/02 , G06F16/2322
Abstract: A building management system (BMS) includes building equipment configured to provide raw data samples of one or more data points in the BMS. The BMS further includes a data collector configured to collect raw data samples from the building equipment and generate one or more raw data timeseries comprising a plurality of the raw data samples. The BMS also includes a timeseries processing engine. The timeseries processing engine is configured to identify one or more timeseries processing workflows that apply to the raw data timeseries, each of the workflows comprising a predefined sequence of timeseries processing operation. The timeseries processing engine is further configured to process the raw data timeseries using the identified timeseries processing workflows to generate one or more derived data timeseries. The BMS further includes a timeseries storage interface configured to store the raw data timeseries and the derived data timeseries in a timeseries database.
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公开(公告)号：US11762886B2
公开(公告)日：2023-09-19
申请号：US17510224
申请日：2021-10-25
Applicant: Johnson Controls Technology Company
Inventor： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Vijaya S. Chennupati , Erik S. Paulson
IPC: G05B19/00 , G06F16/28 , G05B15/02 , G06F16/23 , G06F16/2458 , G06F16/00 , G06F3/01 , G10L15/14 , G10L15/22 , G10L15/30 , G10L25/63
CPC classification number: G06F16/288 , G05B15/02 , G06F3/01 , G06F16/00 , G06F16/23 , G06F16/2477 , G06F16/28 , G10L15/14 , G10L15/142 , G10L15/22 , G10L15/30 , G10L25/63 , G05B2219/2642
Abstract: One or more non-transitory computer readable media contain program instructions that, when executed, cause one or more processors to: receive first raw data including one or more first data points generated by a first object of a plurality of objects associated with one or more buildings; generate first input timeseries according to the one or more data points; access a database of interconnected smart entities, the smart entities including object entities representing each of the plurality of objects and data entities representing stored data, the smart entities being interconnected by relational objects indicating relationships between the smart entities; identify a first object entity representing the first object from a first identifier in the first input timeseries; identify a first data entity from a first relational object indicating a relationship between the first object entity and the first data entity; and store the first input timeseries in the first data entity.
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公开(公告)号：US11762353B2
公开(公告)日：2023-09-19
申请号：US16723301
申请日：2019-12-20
Applicant: Johnson Controls Technology Company
Inventor： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Vijaya S. Chennupati , Erik S. Paulson
IPC: G06F16/23 , G05B19/042 , G06F16/22 , G06F16/28 , G06F16/25
CPC classification number: G05B19/042 , G06F16/22 , G06F16/2379 , G06F16/25 , G06F16/288 , G05B2219/2614
Abstract: A building management system includes an entity database, a software defined gateway, and an entity service. The entity database stores a plurality of interconnected smart entities including object entities representing a plurality of physical devices, people, or spaces and data entities representing data associated with the plurality of physical devices, people, or spaces. The smart entities are interconnected by relational objects indicating relationships between the object entities and the data entities. The software defined gateway is configured to receive information technology (IT) data and operational technology (OT) data from a plurality of different data sources. The entity service is configured to create a new smart entity in the entity database or update an existing smart entity in the entity database using the IT data and the OT data. The new or existing smart entity includes one or more first attributes having values derived from the IT data and one or more second attributes having values derived from the OT data.
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公开(公告)号：US11151983B2
公开(公告)日：2021-10-19
申请号：US17105263
申请日：2020-11-25
Applicant: Johnson Controls Technology Company
Inventor： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Erik S. Paulson , Vijaya S. Chennupati
Abstract: One or more non-transitory computer readable media contain program instructions that, when executed, cause one or more processors to: receive first raw data including one or more first data points generated by a first object of a plurality of objects associated with one or more buildings; generate first input timeseries according to the one or more data points; access a database of interconnected smart entities, the smart entities including object entities representing each of the plurality of objects and data entities representing stored data, the smart entities being interconnected by relational objects indicating relationships between the smart entities; identify a first object entity representing the first object from a first identifier in the first input timeseries; identify a first data entity from a first relational object indicating a relationship between the first object entity and the first data entity; and store the first input timeseries in the first data entity.
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公开(公告)号：US11080289B2
公开(公告)日：2021-08-03
申请号：US16153370
申请日：2018-10-05
Applicant: Johnson Controls Technology Company
Inventor： Youngchoon Park , Sudhi R. Sinha , Vijaya S. Chennupati , Vaidhyanathan Venkiteswaran , Sajjad Pourmohammad , Erik S. Paulson , Ada L. Ma , Gerald A. Asp
IPC: G06F16/20 , G06F16/2458 , G06F16/22 , G06F16/901 , G05D23/19 , G05B15/02 , G06F16/23
Abstract: A building management system (BMS) includes building equipment configured to provide raw data samples of data points in the BMS, a data collector configured to generate raw data timeseries including raw data samples from the building equipment, and a timeseries processing engine. The timeseries processing engine is configured to identify an initial timeseries processing workflow that applies to the raw data timeseries, identify other data timeseries required as inputs to the initial timeseries processing workflow, and generate an enriched timeseries processing workflow that includes the initial timeseries processing workflow, the raw data timeseries, and the other data timeseries. The timeseries processing engine is configured to execute the enriched timeseries processing workflow to generate a derived data timeseries. The BMS further includes a timeseries storage interface configured to store the raw data timeseries and the derived data timeseries in a timeseries database.
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Patent Agency Ranking
公开(公告)号：US20210025609A1
公开(公告)日：2021-01-28
申请号：US16919909
申请日：2020-07-02
Applicant: Johnson Controls Technology Company
Abstract: A building automation system (BAS) platform includes one or more processors configured to provide an operating environment for developing and executing a plurality of building automation and control microservices. At least one of the plurality of building automation and control microservices is configured to receive live data from remote building equipment and provide control signals to the remote building equipment. The BAS platform further includes one or more application programming interfaces configured to interact with third-party building automation and control applications that run within the operating environment.
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公开(公告)号：US20200162354A1
公开(公告)日：2020-05-21
申请号：US16685814
申请日：2019-11-15
Applicant: Johnson Controls Technology Company
Inventor： Kirk H. Drees , Donald R. Albinger , Shawn D. Schubert , Karl F. Reichenberger , Daniel M. Curtis , Andrew J. Boettcher , Jason T. Sawyer , Miguel Galvez , Walter Martin , Ryan A. Piaskowski , Vaidhyanathan Venkiteswaran , Clay G. Nesler , Siddharth Goyal , Tom M. Seneczko , Young M. Lee , Sudhi R. Sinha
Abstract: A building system including one or more memory devices configured to store instructions that, when executed on one or more processors, cause the one or more processors to collect building device data of a building device, the building device data comprising a plurality of data samples of a data point and generate a time correlated data stream for the data point, the time correlated data stream comprising values of the plurality of data samples of the data point. The instructions cause the one or more processors to generate a time correlated reliability data stream for the data point, the time correlated reliability data stream comprising a plurality of reliability values indicating reliability of the values of the plurality of data samples of the data point.
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58.发明申请公开(公告)号：US20200162280A1
公开(公告)日：2020-05-21
申请号：US16685834
申请日：2019-11-15
Applicant: Johnson Controls Technology Company
Inventor： Kirk H. Drees , Donald R. Albinger , Shawn D. Schubert , Karl F. Reichenberger , Daniel M. Curtis , Andrew J. Boettcher , Jason T. Sawyer , Miguel Galvez , Walter Martin , Ryan A. Piaskowski , Vaidhyanathan Venkiteswaran , Clay G. Nesler , Siddharth Goyal , Tom M. Seneczko , Young M. Lee , Sudhi R Sinha
Abstract: A building system of a building including one or more memory devices configured to store one or more instructions that, when executed on one or more processors, cause the one or more processors to exercise a building entity causing building entity data to be generated associated with the building entity, the building entity data indicating a result of exercising the building entity and collect the building entity data. The instructions cause the one or more processors to identify, based on a relational model, one or more relationships between one or more building entities and the building entity, wherein the one or more relationships indicate that exercising the building entity affects operation of the one or more building entities and identify that the building is experiencing a performance issue by analyzing the building entity data and the one or more relationships.
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公开(公告)号：US20200143795A1
公开(公告)日：2020-05-07
申请号：US16723600
申请日：2019-12-20
Applicant: Johnson Controls Technology Company
Inventor： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Vijaya S. Chennupati , Erik S. Paulson
Abstract: One or more non-transitory computer readable media contain program instructions that, when executed, cause one or more processors to: receive first raw data including one or more first data points generated by a first object of a plurality of objects associated with one or more buildings; generate first input timeseries according to the one or more data points; access a database of interconnected smart entities, the smart entities including object entities representing each of the plurality of objects and data entities representing stored data, the smart entities being interconnected by relational objects indicating relationships between the smart entities; identify a first object entity representing the first object from a first identifier in the first input timeseries; identify a first data entity from a first relational object indicating a relationship between the first object entity and the first data entity; and store the first input timeseries in the first data entity.
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公开(公告)号：US20200004216A1
公开(公告)日：2020-01-02
申请号：US16567534
申请日：2019-09-11
Applicant: Johnson Controls Technology Company
Inventor： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Erik S. Paulson , Vijaya S. Chennupati
IPC: G05B19/042 , G06F16/25 , G06F16/901
Abstract: A building management system (BMS) includes building equipment configured to provide samples of one or more data points in the building management system and a timeseries service. The timeseries service is configured to identify a first timeseries processing workflow that uses an input timeseries as an input and defines processing operations to be applied to the samples of the input timeseries, perform the processing operations defined by the first timeseries processing workflow to generate a first derived timeseries comprising a first set of derived timeseries samples, identify a second timeseries processing workflow that uses the first derived timeseries as an input and defines processing operations to be applied to the samples of the first derived timeseries, and perform the processing operations defined by the second timeseries processing workflow to generate a second derived timeseries comprising a second set of derived timeseries samples.
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