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公开(公告)号：US20220237189A1
公开(公告)日：2022-07-28
申请号：US17589279
申请日：2022-01-31
发明人： Youngchoon Park , Sudhi R. Sinha , Vijaya S. Chennupati , Vaidhyanathan Venkiteswaran , Erik S. Paulson , Ada L. Ma
IPC分类号： G06F16/2458 , G06F16/22 , G06F16/901 , G05D23/19 , G05B15/02
摘要： A building management system (BMS) includes building equipment, an eventseries generator, and a storage interface. The building equipment are configured to generate a plurality of data samples. Each of the data samples includes a data value and a timestamp. The eventseries generator is configured to assign a sample state to each data sample based on the data value of the data sample and generate one or more events based on the timestamp of each data sample and the sample state assigned to each data sample. Each of the events includes a start time, an end time, and an event state. The eventseries generator is configured to generate an eventseries including the one or more generated events. The storage interface is configured to store the eventseries in an eventseries database.
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公开(公告)号：US11378926B2
公开(公告)日：2022-07-05
申请号：US16567534
申请日：2019-09-11
发明人： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Erik S. Paulson , Vijaya S. Chennupati
IPC分类号： G06F7/02 , G06F16/00 , G05B19/042 , G06F16/25 , G06F16/901 , G06F16/2458 , G05B15/02 , G05B23/02
摘要： 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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公开(公告)号：US11360447B2
公开(公告)日：2022-06-14
申请号：US16533493
申请日：2019-08-06
发明人： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Erik S. Paulson , Vijaya S. Chennupati , Kelsey Carle Schuster
摘要： A building management system of a building 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 generate agents, each agent of the agents paired with one entity of a plurality of entities of an entity database, wherein the entity database includes relationships between the entities, wherein the entities represent physical building entities of the building comprising building equipment or building spaces. The instructions cause the one or more processors to communicate, by the plurality of agents, data of the physical building entities via a plurality of agent communication channels and perform, by the plurality of agents, one or more operations for the plurality of entities based on the data.
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公开(公告)号：US11327451B2
公开(公告)日：2022-05-10
申请号：US16533493
申请日：2019-08-06
发明人： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Erik S. Paulson , Vijaya S. Chennupati , Kelsey Carle Schuster
摘要： A building management system of a building 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 generate agents, each agent of the agents paired with one entity of a plurality of entities of an entity database, wherein the entity database includes relationships between the entities, wherein the entities represent physical building entities of the building comprising building equipment or building spaces. The instructions cause the one or more processors to communicate, by the plurality of agents, data of the physical building entities via a plurality of agent communication channels and perform, by the plurality of agents, one or more operations for the plurality of entities based on the data.
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公开(公告)号：US20220138492A1
公开(公告)日：2022-05-05
申请号：US17170634
申请日：2021-02-08
发明人： Erik S. Paulson , Ambuj Shatdal , ZhongYi Jin , Chenlu Zhang , Youngchoon Park
摘要： A method of labeling building data comprises receiving, by a labeling system, a plurality of strings relating to data associated with a building, wherein the plurality of strings are received from one or more building devices, segregating the plurality of strings based on at least one semantic element included in the plurality of strings, clustering the plurality of strings based on at least one related element shared by at least a portion of the plurality of strings, labeling at least some of the plurality of strings based on the segregated and clustered plurality of strings, and generating a digital representation of the building using the labeled strings.
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公开(公告)号：US20220137570A1
公开(公告)日：2022-05-05
申请号：US17170668
申请日：2021-02-08
发明人： Erik S. Paulson , Ambuj Shatdal , ZhongYi Jin , Chenlu Zhang , Youngchoon Park
IPC分类号： G05B15/02 , G06F16/901
摘要： A method for commissioning a building comprises identifying a building asset within a digital representation of a building having one or more parameters describing relationships of the building asset within the building, controlling one or more other building assets included within the digital representation to change an environmental parameter of the building, monitoring a response of at least one of the building asset or one of the one or more other building assets to the change in the environmental parameter, generating a parameter for the digital representation associated with the building asset based on the monitoring, and updating the digital representation using the parameter.
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公开(公告)号：US20220137569A1
公开(公告)日：2022-05-05
申请号：US17170615
申请日：2021-02-08
发明人： Erik S. Paulson , Ambuj Shatdal , ZhongYi Jin , Chenlu Zhang , Youngchoon Park
IPC分类号： G05B15/02 , G06F16/901 , G06F16/28
摘要： A method for generating a graph data structure comprises receiving, by one or more processors, data associated with a building, generating one or more space nodes in the graph data structure corresponding to spaces within the building based on the data, generating one or more asset nodes in the graph data structure corresponding to assets within the building based on the data, associating sensor data with the one or more asset nodes based on the data, classifying the sensor data based on the data, and generating a relationship between at least two of the one or more space nodes, the one or more asset nodes, and the classified sensor data.
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公开(公告)号：US11275348B2
公开(公告)日：2022-03-15
申请号：US16723224
申请日：2019-12-20
发明人： Youngchoon Park , Sudhi R. Sinha , Vaidhyanathan Venkiteswaran , Erik S. Paulson , Vijaya S. Chennupati , Kelsey C. Schuster
摘要： 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.
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公开(公告)号：US11268732B2
公开(公告)日：2022-03-08
申请号：US16728858
申请日：2019-12-27
发明人： Andrew J. Boettcher , Steven R. Vitullo , Vivek Narain , Youngchoon Park , Gerald A. Asp , Peter A. Craig , Vijaya S. Chennupati
IPC分类号： F24F11/62 , F24F11/30 , H02J3/14 , G05B15/02 , F24F11/63 , F24F11/52 , F24F130/10 , F24F11/46 , F24F140/60 , F24F130/00 , H02J13/00
摘要： A building energy management system includes building equipment, a data collector, an analytics service, a timeseries database, and an energy management application. The building equipment monitor and control one or more variables in the building energy management system and provide data samples of the one or more variables. The data collector collects the data samples from the building equipment and generates a data timeseries including a plurality of the data samples. The analytics service performs one or more analytics using the data timeseries and generates a results timeseries including a plurality of result samples indicating results of the analytics. The timeseries database stores the data timeseries and the results timeseries. The energy management application retrieves the data timeseries and the results timeseries from the timeseries database in response to a request for timeseries data associated with the one or more variables.
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公开(公告)号：US20210382861A1
公开(公告)日：2021-12-09
申请号：US16895817
申请日：2020-06-08
IPC分类号： G06F16/21 , G06F16/28 , G05B19/042
摘要： A building system of a building, the building system comprising one or more memory devices storing instructions thereon, that, when executed by one or more processors, cause the one or more processors to receive building metadata, the building metadata describing a plurality of components of the building, generate, based on the building metadata, a plurality of entities, each of the plurality of entities representing one of the plurality of components, and determine, based on the building metadata, relationships between the plurality of entities. The instructions cause the one or more processors to generate a plurality of metadata strings in a universal building schema comprising a plurality of characters representing a first entity of the plurality of entities, one or more second entities of the plurality of entities related to the first entity, and one or more relationships between the first entity and the one or more second entities.
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