中科微点-全球专利检索

  1. Login
  2. Sign Up

Search Results

167 records (took 0.022 seconds)

    BUILDING MANAGEMENT SYSTEM WITH SPACE GRAPHS
    91.
    发明申请
    BUILDING MANAGEMENT SYSTEM WITH SPACE GRAPHS 审中-公开

    公开(公告)号：US20190158309A1

    公开(公告)日：2019-05-23

    申请号：US16260078

    申请日：2019-01-28

    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 causes one or more processors to receive building data from one or more building data sources, generate relationships between entities based on the building data, wherein the relationships comprises a pair of relationships between a first entity and a second entity of the entities representing two different types of relationships, wherein the pair of relationships comprises a first relationship between the first entity and the second entity and a second relationship between the second entity and the first entity, and update a space graph by causing the space graph to store nodes representing the entities and edges between the nodes representing the relationships, wherein the space graph is a graph data structure.

    BUILDING MANAGEMENT SYSTEM WITH AUTOMATED VIBRATION DATA ANALYSIS
    92.
    发明申请
    BUILDING MANAGEMENT SYSTEM WITH AUTOMATED VIBRATION DATA ANALYSIS 审中-公开

    公开(公告)号：US20190123931A1

    公开(公告)日：2019-04-25

    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: H04L12/28 ,  G05B15/02 ,  G06N99/00

    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 SYSTEM WITH DECLARATIVE VIEWS OF TIMESERIES DATA
    93.
    发明申请
    BUILDING MANAGEMENT SYSTEM WITH DECLARATIVE VIEWS OF TIMESERIES DATA 审中-公开

    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

    IPC: G06F17/30 ,  G05B15/02 ,  G05D23/19

    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.

    Model predictive maintenance system with budgetary constraints
    100.
    发明授权
    Model predictive maintenance system with budgetary constraints 有权

    公开(公告)号：US11900287B2

    公开(公告)日：2024-02-13

    申请号：US16457314

    申请日：2019-06-28

    Applicant: Johnson Controls Technology Company

    Inventor： Robert D. Turney ,  Sudhi R. Sinha ,  Michael J. Wenzel ,  Mohammad N. Elbsat

    IPC: G06Q10/20 ,  G06Q10/0631 ,  G06N5/02

    CPC classification number: G06Q10/06315 ,  G06N5/02 ,  G06Q10/20

    Abstract: A model predictive maintenance (MPM) system for building equipment. The MPM system includes an equipment controller configured to operate the building equipment to affect a variable state or condition in a building. The MPM system includes an operational cost predictor configured to predict a cost of operating the building equipment over a duration of an optimization period. The MPM system includes a budget manager configured to generate one or more budget constraints. The MPM system includes an objective function optimizer configured to optimize an objective function subject to the one or more budget constraints to determine a maintenance and replacement schedule for the building equipment. The objective function includes maintenance and replacement costs of the building equipment and the predicted cost of operating the building equipment.

Patent Agency Ranking