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公开(公告)号:US20220299230A1
公开(公告)日:2022-09-22
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
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:US10775988B2
公开(公告)日:2020-09-15
申请号:US16104653
申请日:2018-08-17
Applicant: Johnson Controls Technology Company
Inventor: Vivek Narain , Vipul Devre , Barkha Shah , Youngchoon Park , Gerald A. Asp , Peter A. Craig , Vijaya S. Chennupati
IPC: G06F3/0484 , G06F3/0482 , G06T11/20 , G06F3/0486 , G05B19/048 , G05B15/02
Abstract: A building energy management includes building equipment, one or more data platform services, a timeseries database, and an energy management application. The building equipment operate to monitor and control a variable and provide raw data samples of a data point associated with the variable. The timeseries database stores a plurality of timeseries associated with the data point. The plurality of timeseries include a timeseries of the raw data samples and the one or more optimized data timeseries generated by the data platform services based on the raw data timeseries. The energy management application generates an ad hoc dashboard including a widget and associates the widget with the data point. The widget displays a graphical visualization of the plurality of timeseries associated with the data point and includes interactive user interface options for switching between the plurality of timeseries associated with the data point.
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公开(公告)号:US20180356969A1
公开(公告)日:2018-12-13
申请号:US16104653
申请日:2018-08-17
Applicant: Johnson Controls Technology Company
Inventor: Vivek Narain , Vipul Devre , Barkha Shah , Youngchoon Park , Gerald A. Asp , Peter A. Craig , Vijaya S. Chennupati
IPC: G06F3/0484 , G05B15/02 , G06F3/0486 , G06T11/20 , G06F3/0482 , G05B19/048
Abstract: A building energy management includes building equipment, one or more data platform services, a timeseries database, and an energy management application. The building equipment operate to monitor and control a variable and provide raw data samples of a data point associated with the variable. The timeseries database stores a plurality of timeseries associated with the data point. The plurality of timeseries include a timeseries of the raw data samples and the one or more optimized data timeseries generated by the data platform services based on the raw data timeseries. The energy management application generates an ad hoc dashboard including a widget and associates the widget with the data point. The widget displays a graphical visualization of the plurality of timeseries associated with the data point and includes interactive user interface options for switching between the plurality of timeseries associated with the data point.
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公开(公告)号:US20180216842A1
公开(公告)日:2018-08-02
申请号:US15939238
申请日:2018-03-28
Applicant: Johnson Controls Technology Company
Inventor: Robert D. Turney , Tricia J. Valentine , Nicole A. Madison , Collin W. Eggert , Carol T. Tumey , Michael F. Jaeger , Peter A. Craig
CPC classification number: F24F11/30 , F24F11/46 , F24F11/47 , F24F11/52 , F24F11/54 , F24F11/58 , F24F11/62 , F24F2110/10 , F24F2110/20 , F24F2110/40 , F24F2140/50 , F24F2221/54 , G05B15/02 , G05B19/41865 , G05B2219/25011 , G06F3/04847
Abstract: An energy plant includes a plurality of subplants, a high level optimizer, a low level optimizer, and a controller. The plurality of subplants include a cogeneration subplant configured to generate steam and electricity and a chiller subplant electrically coupled to the cogeneration subplant and configured to consume the electricity generated by the cogeneration subplant. The high level optimizer is configured to determine recommended subplant loads for each of the plurality of subplants. The recommended subplant loads include a rate of steam production and a rate of electricity production of the cogeneration subplant and a rate of electricity consumption of the chiller subplant. The low level optimizer is configured to determine recommended equipment setpoints for equipment of the plurality of subplants based on the recommended subplant loads. The controller is configured to operate the equipment of the plurality of subplants based on the recommended equipment setpoints.
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公开(公告)号:US12196437B2
公开(公告)日:2025-01-14
申请号:US15939238
申请日:2018-03-28
Applicant: Johnson Controls Technology Company
Inventor: Robert D. Turney , Tricia J. Valentine , Nicole A. Madison , Collin W. Eggert , Carol T. Tumey , Michael F. Jaeger , Peter A. Craig
IPC: G05B15/02 , F24F11/30 , F24F11/46 , F24F11/54 , F24F11/58 , F24F11/62 , G05B19/418 , G06F3/04847 , F24F11/47 , F24F11/52 , F24F110/10 , F24F110/20 , F24F110/40 , F24F140/50
Abstract: An energy plant includes a plurality of subplants, a high level optimizer, a low level optimizer, and a controller. The plurality of subplants include a cogeneration subplant configured to generate steam and electricity and a chiller subplant electrically coupled to the cogeneration subplant and configured to consume the electricity generated by the cogeneration subplant. The high level optimizer is configured to determine recommended subplant loads for each of the plurality of subplants. The recommended subplant loads include a rate of steam production and a rate of electricity production of the cogeneration subplant and a rate of electricity consumption of the chiller subplant. The low level optimizer is configured to determine recommended equipment setpoints for equipment of the plurality of subplants based on the recommended subplant loads. The controller is configured to operate the equipment of the plurality of subplants based on the recommended equipment setpoints.
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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:US10732584B2
公开(公告)日:2020-08-04
申请号:US15974411
申请日:2018-05-08
Applicant: Johnson Controls Technology Company
Inventor: Mohammad N. ElBsat , Michael J. Wenzel , Matthew J. Asmus , James P. Kummer , Peter A. Craig , Robert D. Turney
Abstract: An energy optimization system for a building includes a processing circuit configured to provide a first bid including one or more first participation hours and a first load reduction amount for each of the one or more first participation hours to a computing system. The processing circuit is configured to operate one or more pieces of building equipment based on one or more first equipment loads and receive one or more awarded or rejected participation hours from the computing system responsive to the first bid. The processing circuit is configured to generate one or more second participation hours, a second load reduction amount for each of the one or more second participation hours, and one or more second equipment loads based on the one or more awarded or rejected participation hours and operate the one or more pieces of building equipment based on the one or more second equipment loads.
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公开(公告)号:US20180356770A1
公开(公告)日:2018-12-13
申请号:US15974411
申请日:2018-05-08
Applicant: Johnson Controls Technology Company
Inventor: Mohammad N. ElBsat , Michael J. Wenzel , Matthew J. Asmus , James P. Kummer , Peter A. Craig , Robert D. Turney
IPC: G05B13/02
Abstract: An energy optimization system for a building includes a processing circuit configured to provide a first bid including one or more first participation hours and a first load reduction amount for each of the one or more first participation hours to a computing system. The processing circuit is configured to operate one or more pieces of building equipment based on one or more first equipment loads and receive one or more awarded or rejected participation hours from the computing system responsive to the first bid. The processing circuit is configured to generate one or more second participation hours, a second load reduction amount for each of the one or more second participation hours, and one or more second equipment loads based on the one or more awarded or rejected participation hours and operate the one or more pieces of building equipment based on the one or more second equipment loads.
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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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