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公开(公告)号：US11770020B2
公开(公告)日：2023-09-26
申请号：US17874736
申请日：2022-07-27
Applicant: Johnson Controls Technology Company
Inventor： Gerald A. Asp , Youngchoon Park , Peter A. Craig
IPC: F24F11/62 , F24F11/30 , H02J3/14 , G05B15/02 , F24F130/10 , F24F140/60 , H02J3/00 , F24F11/63 , F24F130/00 , F24F11/52 , H02J13/00 , F24F11/46
CPC classification number: F24F11/62 , F24F11/30 , G05B15/02 , H02J3/14 , F24F11/46 , F24F11/52 , F24F11/63 , F24F2130/00 , F24F2130/10 , F24F2140/60 , G05B2219/2642 , H02J3/00 , H02J13/0006 , H02J2203/20 , Y02B70/30 , Y02B70/3225 , Y04S20/20 , Y04S20/222
Abstract: A method for monitoring or controlling equipment of a building includes receiving a first timeseries comprising first data samples of a first variable monitored or controlled by a system and a second timeseries comprising second data samples of a second variable monitored or controlled by the system. The first data samples are at least partially asynchronous with the second data samples. The method includes synchronizing the first timeseries with the second timeseries by aggregating both the first timeseries and the second timeseries using equivalent aggregation intervals. Aggregating the first timeseries generates a third timeseries comprising aggregated values of the first variable and aggregating the second timeseries generates a fourth timeseries comprising aggregated values of the second variable. The method includes performing an automated operation to monitor or control the equipment of the building using the synchronized data samples of the third timeseries and the fourth timeseries.
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公开(公告)号：US11268732B2
公开(公告)日：2022-03-08
申请号：US16728858
申请日：2019-12-27
Applicant: Johnson Controls Technology Company
Inventor： Andrew J. Boettcher , Steven R. Vitullo , Vivek Narain , Youngchoon Park , Gerald A. Asp , Peter A. Craig , Vijaya S. Chennupati
IPC: F24F11/62 , F24F11/30 , H02J3/14 , G05B15/02 , F24F11/63 , F24F11/52 , F24F130/10 , F24F11/46 , F24F140/60 , F24F130/00 , H02J13/00
Abstract: A building energy management system includes building equipment, a data collector, an analytics service, a timeseries database, and an energy management application. The building equipment monitor and control one or more variables in the building energy management system and provide data samples of the one or more variables. The data collector collects the data samples from the building equipment and generates a data timeseries including a plurality of the data samples. The analytics service performs one or more analytics using the data timeseries and generates a results timeseries including a plurality of result samples indicating results of the analytics. The timeseries database stores the data timeseries and the results timeseries. The energy management application retrieves the data timeseries and the results timeseries from the timeseries database in response to a request for timeseries data associated with the one or more variables.
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公开(公告)号：US11113295B2
公开(公告)日：2021-09-07
申请号：US16153276
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: G06F7/02 , G06F16/00 , 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 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：US20190042629A1
公开(公告)日：2019-02-07
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
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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公开(公告)号：US11894676B2
公开(公告)日：2024-02-06
申请号：US17688054
申请日：2022-03-07
Applicant: Johnson Controls Technology Company
Inventor： Andrew J. Boettcher , Steven R. Vitullo , Vivek Narain , Youngchoon Park , Gerald A. Asp , Peter A. Craig , Vijaya S. Chennupati
IPC: F24F11/62 , H02J13/00 , F24F11/30 , G05B15/02 , H02J3/14 , F24F11/63 , F24F140/60 , F24F130/00 , F24F130/10 , F24F11/46 , F24F11/52 , H02J3/00
CPC classification number: H02J13/00004 , F24F11/30 , F24F11/62 , G05B15/02 , H02J3/14 , H02J13/00002 , F24F11/46 , F24F11/52 , F24F11/63 , F24F2130/00 , F24F2130/10 , F24F2140/60 , G05B2219/2642 , H02J3/00 , H02J2203/20 , Y02B70/30 , Y02B70/3225 , Y04S20/20 , Y04S20/222
Abstract: A building energy management system includes building equipment, a data collector, an analytics service, a timeseries database, and an energy management application. The building equipment monitor and control one or more variables in the building energy management system and provide data samples of the one or more variables. The data collector collects the data samples from the building equipment and generates a data timeseries including a plurality of the data samples. The analytics service performs one or more analytics using the data timeseries and generates a results timeseries including a plurality of result samples indicating results of the analytics. The timeseries database stores the data timeseries and the results timeseries. The energy management application retrieves the data timeseries and the results timeseries from the timeseries database in response to a request for timeseries data associated with the one or more variables.
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Patent Agency Ranking
公开(公告)号：US11755604B2
公开(公告)日：2023-09-12
申请号：US17465724
申请日：2021-09-02
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: G06F7/02 , G06F16/00 , G06F16/2458 , G06F16/22 , G06F16/901 , G05D23/19 , G05B15/02 , G06F16/23
CPC classification number: G06F16/2477 , G05B15/02 , G05D23/1931 , G06F16/22 , G06F16/9024 , G05B2219/2614 , G05B2219/2642 , G05D23/1917 , 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：US20220129459A1
公开(公告)日：2022-04-28
申请号：US17465724
申请日：2021-09-02
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
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：US10527306B2
公开(公告)日：2020-01-07
申请号：US15408405
申请日：2017-01-17
Applicant: Johnson Controls Technology Company
Inventor： Andrew J. Boettcher , Steven R. Vitullo , Vivek Narain , Youngchoon Park , Gerald A. Asp , Peter A. Craig , Vijaya S. Chennupati
IPC: G05B15/02 , F24F11/62 , F24F11/30 , H02J3/14 , H02J3/00 , F24F11/63 , F24F11/52 , F24F130/10 , F24F11/46 , F24F140/60 , F24F130/00 , H02J13/00
Abstract: A building energy management system includes building equipment, a data collector, an analytics service, a timeseries database, and an energy management application. The building equipment monitor and control one or more variables in the building energy management system and provide data samples of the one or more variables. The data collector collects the data samples from the building equipment and generates a data timeseries including a plurality of the data samples. The analytics service performs one or more analytics using the data timeseries and generates a results timeseries including a plurality of result samples indicating results of the analytics. The timeseries database stores the data timeseries and the results timeseries. The energy management application retrieves the data timeseries and the results timeseries from the timeseries database in response to a request for timeseries data associated with the one or more variables.
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公开(公告)号：US20190147883A1
公开(公告)日：2019-05-16
申请号：US16246391
申请日：2019-01-11
Applicant: Johnson Controls Technology Company
Inventor： Daniel Mellenthin , Gerald A. Asp , Joseph M. Mueller
Abstract: A building automation system (BAS) is configured to support a variety of different natural language processing (NLP) service providers with minimal or no redesign effort. The BAS includes an event handler configured to receive an external request from a service provider. The external request is associated with a voice input uttered by a user. The BAS further includes an abstraction layer configured to receive the external request from the event handler and generate an internal request based on the external request. The BAS further includes an intent processor configured to receive the internal request from the abstraction layer and an intent handler in communication with the intent processor and configured to perform an action in accordance with the internal request.
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公开(公告)号：US20190065561A1
公开(公告)日：2019-02-28
申请号：US16153276
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
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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