Patents by Inventor Kelsey C. Schuster
Kelsey C. Schuster has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Publication number: 20240103467Abstract: 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.Type: ApplicationFiled: October 2, 2023Publication date: March 28, 2024Inventors: Youngchoon Park, Sudhi R. Sinha, Vaidhyanathan Venkiteswaran, Erik S. Paulson, Vijaya S. Chennupati, Kelsey C. Schuster
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Patent number: 11774930Abstract: 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.Type: GrantFiled: October 26, 2021Date of Patent: October 3, 2023Assignee: JOHNSON CONTROLS TECHNOLOGY COMPANYInventors: Youngchoon Park, Sudhi R. Sinha, Vaidhyanathan Venkiteswaran, Erik S. Paulson, Vijaya S. Chennupati, Kelsey C. Schuster
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Publication number: 20230185297Abstract: 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.Type: ApplicationFiled: February 3, 2023Publication date: June 15, 2023Inventors: Steven R. Vitullo, Kelsey C. Schuster, Michael R. Rhodes, Riley P. Shelton, John F. Kuchler
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Patent number: 11630453Abstract: 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.Type: GrantFiled: August 12, 2021Date of Patent: April 18, 2023Assignee: JOHNSON CONTROLS TECHNOLOGY COMPANYInventors: Steven R. Vitullo, Kelsey C. Schuster, Michael R. Rhodes, Riley P. Shelton, John F. Kuchler
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Publication number: 20230047122Abstract: A method includes obtaining an actual value of a condition affected by operating the building equipment, operating the building equipment using a setpoint for the condition, calculating a stability index based on a timeseries of errors between the actual value and the setpoint, comparing the stability index to a criterion, in response to the stability index satisfying the criterion, executing an action relating to the building equipment, and in response to the stability index not satisfying the criterion, not executing the action.Type: ApplicationFiled: October 31, 2022Publication date: February 16, 2023Inventors: Steven R. Vitullo, Kelsey C. Schuster, Michael R. Rhodes, Jonathan Cox, Riley P. Shelton, John F. Kuchler
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Publication number: 20220244682Abstract: A system includes a plurality of vibration sensors configured to be coupled to a unit of building equipment, an edge device arranged between the plurality of vibration sensors and a communications network. The edge device is programmed to detect an abnormality in vibration data from the plurality of vibration sensors by ingesting streams of vibration data from the plurality of vibration sensors, performing signal processing on the streams of vibration data to obtain inputs for a machine learning model, determining whether the abnormality is occurring by applying the inputs to the machine learning model, determining a trend associated with the abnormality based on outputs of the machine learning model, and causing a portion of the vibration data to be communicated to a first computing system via the communications network in response to the trend satisfying a criterion.Type: ApplicationFiled: April 21, 2022Publication date: August 4, 2022Inventors: Matthias Walczyk, Andrew S. Pike, John M. Sullivan, Kelsey C. Schuster, Christopher J. Verink
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Patent number: 11275348Abstract: 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.Type: GrantFiled: December 20, 2019Date of Patent: March 15, 2022Assignee: Johnson Controls Technology CompanyInventors: Youngchoon Park, Sudhi R. Sinha, Vaidhyanathan Venkiteswaran, Erik S. Paulson, Vijaya S. Chennupati, Kelsey C. Schuster
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Publication number: 20220075362Abstract: 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.Type: ApplicationFiled: August 12, 2021Publication date: March 10, 2022Applicant: JOHNSON CONTROLS TECHNOLOGY COMPANYInventors: Steven R. Vitullo, Kelsey C. Schuster, Michael R. Rhodes, Riley P. Shelton, John F. Kuchler
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Publication number: 20220043410Abstract: 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.Type: ApplicationFiled: October 26, 2021Publication date: February 10, 2022Applicant: Johnson Controls Technology CompanyInventors: Youngchoon Park, Sudhi R. Sinha, Vaidhyanathan Venkiteswaran, Erik S. Paulson, Vijaya S. Chennupati, Kelsey C. Schuster
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Patent number: 11092954Abstract: 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.Type: GrantFiled: January 10, 2019Date of Patent: August 17, 2021Assignee: Johnson Controls Technology CompanyInventors: Steven R. Vitullo, Kelsey C. Schuster, Michael R. Rhodes, Riley P. Shelton, John F. Kuchler
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Publication number: 20200225654Abstract: 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.Type: ApplicationFiled: January 10, 2019Publication date: July 16, 2020Applicant: Johnson Controls Technology CompanyInventors: Steven R. Vitullo, Kelsey C. Schuster, Michael R. Rhodes, Riley P. Shelton, John F. Kuchler
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Publication number: 20200133213Abstract: 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.Type: ApplicationFiled: December 20, 2019Publication date: April 30, 2020Applicant: Johnson Controls Technology CompanyInventors: Youngchoon Park, Sudhi R. Sinha, Vaidhyanathan Venkiteswaran, Erik S. Paulson, Vijaya S. Chennupati, Kelsey C. Schuster
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Publication number: 20190338972Abstract: 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.Type: ApplicationFiled: May 1, 2018Publication date: November 7, 2019Applicant: Johnson Controls Technology CompanyInventors: Kelsey C. Schuster, Steven R. Vitullo