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 CAMPUS WITH INTEGRATED SMART ENVIRONMENT

    公开(公告)号:US20190156601A1

    公开(公告)日:2019-05-23

    申请号:US16198696

    申请日:2018-11-21

    Abstract: A building campus with an integrated smart environment can provide frictionless access control and device management services among other benefits. A method for providing frictionless access control includes maintaining a directory of individuals associated with the building, receiving identity information related to an individual seeking authorization to enter an access point in the building from at least one access control device, identifying the individual by comparing the identity information to the directory, identifying a user device associated with the individual using the directory, sending an authorization request to the user device, and authorizing the individual to enter the access point upon completion of the authorization request. A system for providing device management services includes registering devices from different manufacturers to a directory and authorizing one or more users to access and monitor parameters associated with each device.

    BUILDING RISK ANALYSIS SYSTEM WITH DYNAMIC AND BASE LINE RISK

    公开(公告)号:US20190138512A1

    公开(公告)日:2019-05-09

    申请号:US16143221

    申请日:2018-09-26

    Abstract: A building management system includes one or more computer-readable storage media having instructions stored thereon that, when executed by one or more processors, cause the one or more processors to receive threats, the threats each indicating an incident affecting a dynamic risk score associated with an asset, wherein one or more of the threats are current threats that are active at a current point in time and one or more of the threats are historic threats that were active at one or more past times. The instructions cause the one or more processors to generate, based on the one or more current threats, the dynamic risk score at the current point in time, generate, based on the one or more historic threats, a baseline risk score, and cause a user interface to display an indication of the dynamic risk score at the current point in time and an indication of the baseline risk score.

    BUILDING RISK ANALYSIS SYSTEM WITH RISK COMBINATION FOR MULTIPLE THREATS

    公开(公告)号:US20190096213A1

    公开(公告)日:2019-03-28

    申请号:US16143282

    申请日:2018-09-26

    Abstract: A building management system includes one or more computer-readable storage media having instructions stored thereon that, when executed by one or more processors, cause the one or more processors to receive a plurality of threats, the plurality of threats comprising a first threat and a second threat, the first threat and the second threat affecting a risk score of an asset and determine whether the first threat is correlated with the second threat. The instructions cause the one or more processors to determine a value of the risk score to be a first value in response to a determination that the first threat is correlated with the second threat and determine the value of the risk score to be a second value in response to a determination that the first threat is not correlated with the second threat.

    BUILDING RISK ANALYSIS SYSTEM WITH DYNAMIC MODIFICATION OF ASSET-THREAT WEIGHTS

    公开(公告)号:US20190096212A1

    公开(公告)日:2019-03-28

    申请号:US16143247

    申请日:2018-09-26

    Abstract: A building management system includes one or more computer-readable storage media having a data structure, wherein the data structure comprises a plurality of vulnerabilities and a plurality of pairs, each of the plurality of pairs comprising one of a plurality of assets and one of the plurality of threat types, wherein each of the plurality of pairs is associated with one of the plurality of vulnerabilities and instructions. The instructions cause one or more processors to receive a threat, the threat comprising a particular threat type of the plurality of threat types, the threat indicating an incident affecting a risk value associated with a particular asset of the plurality of assets, identify a particular vulnerability of the data structure based on the particular threat type and the particular asset, and determine, based on the particular vulnerability and the threat, the risk value associated with the particular asset.

    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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