Building system with digital twin based data ingestion and processing

    公开(公告)号:US10854194B2

    公开(公告)日:2020-12-01

    申请号:US16723600

    申请日:2019-12-20

    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 management system with identity management and assurance services

    公开(公告)号:US10600263B2

    公开(公告)日:2020-03-24

    申请号:US16142472

    申请日:2018-09-26

    Abstract: A building management system includes an entity database and an identity management service. The entity database 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. The 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 in response to the first and second identity attributes matching the stored identity attributes of the object entity.

    Building management smart entity creation and maintenance using time series data

    公开(公告)号:US10515098B2

    公开(公告)日:2019-12-24

    申请号:US16143243

    申请日:2018-09-26

    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.

    FRICTIONLESS ACCESS CONTROL SYSTEM FOR A BUILDING

    公开(公告)号:US20190279445A1

    公开(公告)日:2019-09-12

    申请号:US16294744

    申请日:2019-03-06

    Abstract: An access control system (ACS) for a building includes an access reader, a camera, and an access controller. The access reader is configured to read an access credential provided by a person at an access point and generate ACS data including the access credential. The camera is configured to capture facial recognition system (FRS) data including an image of the person at the access point. The access controller is configured to determine whether the access credential is valid based on the ACS data, determine whether the person is recognized based on the FRS data, grant or deny access to the person through the access point based on whether the access credential is valid and whether the person is recognized, and generate and store one or more of a plurality of access events. Each of the access events corresponds to a different combination of whether the access credential is valid and whether the person is recognized.

    BUILDING MANAGEMENT SYSTEM WITH IDENTITY MANAGEMENT AND ASSURANCE SERVICES

    公开(公告)号:US20190096147A1

    公开(公告)日:2019-03-28

    申请号:US16142472

    申请日:2018-09-26

    Abstract: A building management system includes an entity database and an identity management service. The entity database 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. The 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 in response to the first and second identity attributes matching the stored identity attributes of the object entity.

    BUILDING MANAGEMENT SYSTEM WITH INTEGRATION OF DATA INTO SMART ENTITIES

    公开(公告)号:US20190094827A1

    公开(公告)日:2019-03-28

    申请号:US16142720

    申请日:2018-09-26

    Abstract: A building management system includes an entity database, a software defined gateway, and an entity service. The entity database stores a plurality of interconnected smart entities including object entities representing a plurality of physical devices, people, or spaces and data entities representing data associated with the plurality of physical devices, people, or spaces. The smart entities are interconnected by relational objects indicating relationships between the object entities and the data entities. The software defined gateway is configured to receive information technology (IT) data and operational technology (OT) data from a plurality of different data sources. The entity service is configured to create a new smart entity in the entity database or update an existing smart entity in the entity database using the IT data and the OT data. The new or existing smart entity includes one or more first attributes having values derived from the IT data and one or more second attributes having values derived from the OT data.

    BUILDING MANAGEMENT SMART ENTITY CREATION AND MAINTENANCE USING TIME SERIES DATA

    公开(公告)号:US20190026359A1

    公开(公告)日:2019-01-24

    申请号:US16143243

    申请日:2018-09-26

    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 MANAGEMENT SYSTEM WITH NESTED STREAM GENERATION

    公开(公告)号:US20190025786A1

    公开(公告)日:2019-01-24

    申请号:US16142943

    申请日:2018-09-26

    Abstract: A building management system (BMS) includes building equipment configured to provide samples of one or more data points in the building management system and a timeseries service. The timeseries service is configured to identify a first timeseries processing workflow that uses an input timeseries as an input and defines processing operations to be applied to the samples of the input timeseries, perform the processing operations defined by the first timeseries processing workflow to generate a first derived timeseries comprising a first set of derived timeseries samples, identify a second timeseries processing workflow that uses the first derived timeseries as an input and defines processing operations to be applied to the samples of the first derived timeseries, and perform the processing operations defined by the second timeseries processing workflow to generate a second derived timeseries comprising a second set of derived timeseries samples.

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