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1.发明授权公开(公告)号：US11480932B2
公开(公告)日：2022-10-25
申请号：US16598635
申请日：2019-10-10
Applicant: Johnson Controls Technology Company
Inventor： Dimitrios S. Papadopoulos
Abstract: A method for applying semantic information to data in a building management system (BMS). The method includes receiving unrecognized data from equipment associated with the BMS, the unrecognized data comprising a first value and an associated device identifier; providing the unrecognized data as input to a first learning model to generate a first output, the first output indicative of semantic information corresponding to the first value evaluated individually; providing the unrecognized data as input to a second learning model to generate a second output, the second output indicative of semantic information corresponding to the first value evaluated in context of a second value associated with the device identifier; and applying semantic information to the unrecognized data based on the first output and the second output. The method allows for users to configure building management systems with automatically generated semantic data tags.
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公开(公告)号：US11362852B2
公开(公告)日：2022-06-14
申请号：US16406994
申请日：2019-05-08
Applicant: Johnson Controls Technology Company
Inventor： Dominick M. Deligio , Jason T. Sawyer , Dimitrios S. Papadopoulos
IPC: H04L12/28 , G06F16/909
Abstract: A building management system comprising a database storing relationships between a plurality of building objects representing building equipment and building spaces and a configuration tool. The configuration tool is configured to obtain configuration data associated with a first building object of the plurality of building objects and use the relationships between the plurality of building objects to identify a second building object having a stored relationship with the first building object. The configuration tool is also configured to automatically generate configuration data for the second building object based on the configuration data associated with the first building object and the relationship with the second building object.
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公开(公告)号：US20210240147A1
公开(公告)日：2021-08-05
申请号：US16795197
申请日：2020-02-19
Applicant: Johnson Controls Technology Company
Inventor： Dimitrios S. Papadopoulos , Kirk H. Drees
Abstract: A method of predicting a time of effect of an intervention of a point of a Building Management System (BMS). The method includes evaluating a first input to determine how an intervention of a point will affect a variable of the BMS; predicting a time at which the intervention will affect the variable of the BMS; presenting feedback to a user via a user interface before implementing the intervention of the point, the feedback comprising the time at which the intervention of the point is predicted to affect the variable; and implementing the intervention or a cancellation of the intervention based at least in part on a second input from the user or an automated response to the feedback. The method allows for users to determine whether to implement proposed interventions in real-time.
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4.发明申请公开(公告)号：US20210109485A1
公开(公告)日：2021-04-15
申请号：US16598635
申请日：2019-10-10
Applicant: Johnson Controls Technology Company
Inventor： Dimitrios S. Papadopoulos
Abstract: A method for applying semantic information to data in a building management system (BMS). The method includes receiving unrecognized data from equipment associated with the BMS, the unrecognized data comprising a first value and an associated device identifier; providing the unrecognized data as input to a first learning model to generate a first output, the first output indicative of semantic information corresponding to the first value evaluated individually; providing the unrecognized data as input to a second learning model to generate a second output, the second output indicative of semantic information corresponding to the first value evaluated in context of a second value associated with the device identifier; and applying semantic information to the unrecognized data based on the first output and the second output. The method allows for users to configure building management systems with automatically generated semantic data tags.
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Patent Agency Ranking
5.发明授权公开(公告)号：US10317863B2
公开(公告)日：2019-06-11
申请号：US15047601
申请日：2016-02-18
Applicant: Johnson Controls Technology Company
Inventor： Dimitrios S. Papadopoulos
Abstract: A building management system includes a database and a controller. The database stores data points, and the controller receives a selection of a control group defining a process variable. The controller further identifies a plurality of components of the building management system that operate to affect the process variable, and identifies a temporal order in which the identified components affect the process variable. The controller obtains data points associated with each of the identified components, and generates a graphical user interface that displays the obtained data points arranged in the temporal order.
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6.发明申请公开(公告)号：US20170213303A1
公开(公告)日：2017-07-27
申请号：US15004785
申请日：2016-01-22
Applicant: Johnson Controls Technology Company
Inventor： Dimitrios S. Papadopoulos , Marc V. Perrone , Gerald A. Asp , Curtis R. Erickson
CPC classification number: G06Q50/163 , G06F16/24578 , G06F16/248 , G06Q10/20
Abstract: A fault resolution system includes a fault triage system, a fault resolutions database, and a user device. The fault triage system generates rankings for a plurality of faults detected in a building system and prioritizes the detected faults according to the rankings. The fault resolutions database stores one or more potential resolutions for each of the detected faults and a success rate for each of the potential resolutions. The user device receives the prioritized faults, the potential resolutions, and the success rates from the fault triage system and provides resolution feedback to the fault triage system indicating whether the potential resolutions were successful in resolving the detected faults. The fault triage system uses the resolution feedback to update the success rates stored in the fault resolutions database.
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7.发明授权公开(公告)号：US11708989B2
公开(公告)日：2023-07-25
申请号：US17084264
申请日：2020-10-29
Applicant: Johnson Controls Technology Company
Inventor： Garrett Wiens-Kind , Dimitrios S. Papadopoulos
IPC: F24F11/52 , G05B13/02 , F24F11/58 , G06Q20/10 , F24F11/65 , F24F11/64 , F24F11/30 , F24F11/56 , F24F11/61 , G05B13/04 , F24F110/20 , F24F140/60 , F24F120/20 , F24F120/12 , F24F110/10
CPC classification number: F24F11/52 , F24F11/30 , F24F11/56 , F24F11/58 , F24F11/61 , F24F11/64 , F24F11/65 , G05B13/024 , G05B13/0265 , G05B13/048 , G06Q20/102 , F24F2110/10 , F24F2110/20 , F24F2120/12 , F24F2120/20 , F24F2140/60
Abstract: A building management system includes a building efficiency improvement system and method configured to monitor and control subsystems and equipment for improved efficiency of operation. A user device is configured to display a user interface for monitoring and controlling one or more building equipment efficiency parameters and settings. The building efficiency management system further includes a controller configured to collect and analyze data from equipment, generate displays of the operational status and efficiency levels, generate sets of alternative equipment control algorithms based on efficiency objectives, and present users with a set of alternative equipment control algorithms displayed via graphic user interface elements on the user device. The user device further provides a means to select and implement an alternate equipment control algorithm. The controller is further configured to receive inputs from the user device commanding changes to equipment controls and process transactions associated with changes to equipment configuration.
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8.发明申请公开(公告)号：US20210239347A1
公开(公告)日：2021-08-05
申请号：US17084264
申请日：2020-10-29
Applicant: Johnson Controls Technology Company
Inventor： Garrett Wiens-Kind , Dimitrios S. Papadopoulos
Abstract: A building management system includes a building efficiency improvement system and method configured to monitor and control subsystems and equipment for improved efficiency of operation. A user device is configured to display a user interface for monitoring and controlling one or more building equipment efficiency parameters and settings. The building efficiency management system further includes a controller configured to collect and analyze data from equipment, generate displays of the operational status and efficiency levels, generate sets of alternative equipment control algorithms based on efficiency objectives, and present users with a set of alternative equipment control algorithms displayed via graphic user interface elements on the user device. The user device further provides a means to select and implement an alternate equipment control algorithm. The controller is further configured to receive inputs from the user device commanding changes to equipment controls and process transactions associated with changes to equipment configuration.
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9.发明申请公开(公告)号：US20170242411A1
公开(公告)日：2017-08-24
申请号：US15047601
申请日：2016-02-18
Applicant: Johnson Controls Technology Company
Inventor： Dimitrios S. Papadopoulos
IPC: G05B15/02 , F24F11/00 , G06F3/0484
CPC classification number: G05B15/02 , F24F3/044 , F24F11/30 , F24F11/52 , F24F11/56 , F24F11/62 , G05B2219/2614
Abstract: A building management system includes a database and a controller. The database stores data points, and the controller receives a selection of a control group defining a process variable. The controller further identifies a plurality of components of the building management system that operate to affect the process variable, and identifies a temporal order in which the identified components affect the process variable. The controller obtains data points associated with each of the identified components, and generates a graphical user interface that displays the obtained data points arranged in the temporal order.
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