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    Building management system with automated vibration data analysis
    81.
    发明授权
    Building management system with automated vibration data analysis 有权

    公开(公告)号：US11070389B2

    公开(公告)日：2021-07-20

    申请号：US15993331

    申请日：2018-05-30

    Applicant: Johnson Controls Technology Company

    Inventor： Kelsey Carle Schuster ,  Youngchoon Park ,  Sudhi R. Sinha

    IPC: G05B15/02 ,  G06N20/00 ,  G05B13/02 ,  G05B23/02 ,  H04L12/28

    Abstract: A method performed by a Building Management System (BMS) includes receiving a vibration dataset associated with a machine controlled by the BMS. The vibration dataset includes machine metadata, machine operating conditions, and one or more time waveforms. The method further includes assembling a feature vector comprising one or more features of the vibration dataset for input to a machine learning model. The machine learning model is associated with a component of the machine. The method further includes applying the feature vector to the machine learning model in order to generate a condition score for the component. The method further includes scheduling a maintenance event for the machine or changing a setpoint associated with the machine depending on the condition score.

    Building management smart entity creation and maintenance using time series data
    82.
    发明授权
    Building management smart entity creation and maintenance using time series data 有权

    公开(公告)号：US11016998B2

    公开(公告)日：2021-05-25

    申请号：US16723677

    申请日：2019-12-20

    Applicant: Johnson Controls Technology Company

    Inventor： Youngchoon Park ,  Sudhi R. Sinha ,  Vaidhyanathan Venkiteswaran ,  Erik S. Paulson ,  Vijaya S. Chennupati

    IPC: G06F16/28 ,  G05B15/02 ,  G06F16/23 ,  G06F16/2458

    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.

    BUILDING SYSTEM WITH AN ENTITY GRAPH STORING SOFTWARE LOGIC
    83.
    发明申请
    BUILDING SYSTEM WITH AN ENTITY GRAPH STORING SOFTWARE LOGIC 有权

    公开(公告)号：US20210104229A1

    公开(公告)日：2021-04-08

    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

    IPC: G10L15/14 ,  G10L25/63 ,  G10L15/30 ,  G10L15/22 ,  G06F3/01 ,  G06F16/00

    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.

    BUILDING SYSTEM WITH A SPACE GRAPH WITH ENTITY RELATIONSHIPS AND INGESTED DATA
    85.
    发明申请
    BUILDING SYSTEM WITH A SPACE GRAPH WITH ENTITY RELATIONSHIPS AND INGESTED DATA 审中-公开

    公开(公告)号：US20200313924A1

    公开(公告)日：2020-10-01

    申请号：US16895814

    申请日：2020-06-08

    Applicant: Johnson Controls Technology Company

    Inventor： Youngchoon Park ,  Sudhi R. Sinha

    IPC: H04L12/28 ,  G06F16/901

    Abstract: A building system for operating a building and managing building information, the building system comprising one or more memory devices configured to store instructions thereon. The instructions causing one or more processors to receive building data from one or more building data sources and generate a space graph based on the building data, wherein the space graph is a graph data structure comprising nodes representing entities and edges between the entities representing relationships between the entities. The instructions cause the one or more processors to ingest data values of the building data into the space graph, the data values associated with the entities, and perform one or more operations with the space graph based on both the relationships of the entities and the ingested data values.

    Building management system with a distributed blockchain database
    86.
    发明授权
    Building management system with a distributed blockchain database 有权

    公开(公告)号：US10788229B2

    公开(公告)日：2020-09-29

    申请号：US15592041

    申请日：2017-05-10

    Applicant: Johnson Controls Technology Company

    Inventor： Sudhi R. Sinha ,  Youngchoon Park ,  Sajjad Pourmohammad

    IPC: F24F11/30 ,  F24F11/62 ,  F24F11/63 ,  F24F11/58 ,  G05D23/19 ,  G05B15/02 ,  H04L29/06 ,  G06F16/27

    Abstract: A system for securely communicating information in a building management system (BMS) includes a plurality of HVAC devices communicably coupled via a network each HVAC device storing a copy of an HVAC data chain that includes a plurality of blocks linked sequentially. The plurality of HVAC devices includes a first HVAC device including a processing circuit configured to generate a first block comprising device data and send the block to at least a portion of the plurality of HVAC devices. The processing circuit is configured to receive a second block from one of the plurality of HVAC devices and solve the second block. The processing circuit is further configured to add the solved block to the HVAC data chain of the first HVAC device as the newest block and send the solved block to each of the plurality of HVAC devices.

    BUILDING MANAGEMENT SYSTEM WITH IDENTITY MANAGEMENT AND ASSURANCE SERVICES
    87.
    发明申请
    BUILDING MANAGEMENT SYSTEM WITH IDENTITY MANAGEMENT AND ASSURANCE SERVICES 审中-公开

    公开(公告)号：US20200211308A1

    公开(公告)日：2020-07-02

    申请号：US16814644

    申请日：2020-03-10

    Applicant: Johnson Controls Technology Company

    Inventor： Youngchoon Park ,  Sudhi R. Sinha ,  Erik S. Paulson ,  Peter A. Ainsworth ,  Anne Gallagher

    IPC: G07C9/25 ,  G06F8/65 ,  G06F16/28 ,  G07C9/00 ,  G06Q50/16 ,  G07C9/27

    Abstract: A building management system includes an entity database that stores a plurality of interconnected smart entities. The smart entities include object entities representing a plurality of people or physical devices and data entities representing data associated with the people or physical devices. The smart entities are interconnected by relational objects indicating relationships between the object entities and the data entities. Each of the object entities includes a plurality of stored identity attributes. An identity management service is configured to receive a first identity attribute from a first device within a building, receive a second identity attribute from a second device within the building, compare the first and second identity attributes to the stored identity attributes of an object entity of the plurality of interconnected smart entities, and allow access to at least one of a building space, a device of building equipment, or a computer system.

    BUILDING ENERGY MANAGEMENT SYSTEM WITH VIRTUAL AUDIT METRICS
    88.
    发明申请
    BUILDING ENERGY MANAGEMENT SYSTEM WITH VIRTUAL AUDIT METRICS 审中-公开

    公开(公告)号：US20190302157A1

    公开(公告)日：2019-10-03

    申请号：US16366862

    申请日：2019-03-27

    Applicant: Johnson Controls Technology Company

    Inventor： Steven R. Vitullo ,  Youngchoon Park ,  Sudhi R. Sinha ,  Karl Reichenberger ,  Young M. Lee ,  Ada L. Ma

    IPC: G01R22/10 ,  G05B15/02 ,  G01W1/06 ,  G01R22/06

    Abstract: The present disclosure is directed to a method for performing energy analytics in a building management system. The method can include collecting respective data samples of one or more variables from building equipment during a first period of time and a second period of time. The method can include calculating a first plurality of values for one or more energy audit metrics based on the data samples collected during the first period of time and the second period of time. The method can include comparing the first plurality of values and second plurality of values. The method can include displaying, based on the comparison, at least one of the first plurality of values and/or at least one of the second plurality of values on a dashboard to facilitate adjustment of the one or move variables.

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