Building system with a space graph with entity relationships and ingested data
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.
1. 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;
generate a space graph based on the building data, wherein the space graph is a graph data structure comprising a plurality of nodes representing a plurality of entities and a plurality edges between the plurality of nodes representing a plurality of relationships between the plurality of entities;
ingest data timeseries values of the building data into the space graph by adding one or more timeseries nodes for the data timeseries values to the space graph and one or more edges between the one or more timeseries nodes and a second node representing an entity of the plurality of entities; and
perform one or more operations with the space graph based on both the plurality of relationships between the plurality of entities and the data timeseries values.
2. The building system of claim 1 , wherein the plurality of entities comprise one or more agents, wherein the one or more agents are configured to:
generate one or more control decisions by querying the space graph for information, wherein the information comprises at least some of the plurality of entities, at least some of the plurality of relationships, and at least some of the data timeseries values; and
cause one or more pieces of equipment to operate based on the one or more control decisions.
3. The building system of claim 1 , wherein the space graph is a digital twin of the building, wherein the plurality of entities represent at least one of spaces, people, or devices associated with the building.
4. The building system of claim 1 , wherein the instructions cause the one or more processors to:
receive a query for information of the space graph from a requesting device, wherein the information is included by one of the plurality of nodes of the space graph;
retrieve the information from the space graph by traversing at least some of the plurality of entities and at least some of the plurality of edges to identify the information without traversing other entities or other relationships of a data structure other than the space graph; and
provide the information to the requesting device.
5. The building system of claim 4 , wherein the query comprises an indication of the at least some of the plurality of nodes and the at least some of the plurality of entities to traverse to identify the information.
6. The building system of claim 4 , wherein the information is at least some of the data timeseries values ingested into the space graph.
7. The building system of claim 4 , wherein the instructions cause the one or more processors to:
receive a request input from a user device in a natural language;
generate, by a chatbot system, the query by performing natural language processing on the request input; and
provide the information to the user device.
8. A method for operating a building, the method comprising:
receiving, by a processing circuit, building data from one or more building data sources;
generating, by the processing circuit, a space graph based on the building data, wherein the space graph is a graph data structure comprising a plurality of nodes representing a plurality of entities and a plurality edges between the plurality of nodes representing a plurality of relationships between the plurality of entities;
ingesting, by the processing circuit, data timeseries values of the building data into the space graph by adding one or more timeseries nodes for the data timeseries values to the space graph and one or more edges between the one or more timeseries nodes and a second node representing an entity of the plurality of entities; and
performing, by the processing circuit, one or more operations with the space graph based on at least some of the plurality of relationships between the plurality of entities and the data timeseries values.
9. The method of claim 8 , wherein the plurality of entities comprise one or more agents, wherein the one or more agents comprise artificial intelligence;
wherein the method further comprises:
generating, by the processing circuit via the one or more agents, one or more control decisions by querying the space graph for information, wherein the information comprises at least some of the plurality of entities, at least some of the plurality of relationships, and at least some of the data timeseries values; and
causing, by the processing circuit, one or more pieces of equipment to operate based on the one or more control decisions.
10. The method of claim 8 , wherein the space graph is a digital twin of the building, wherein the plurality of entities represent at least one of spaces, people, or devices associated with the building.
11. The method of claim 8 , wherein the instructions cause the one or more processors to:
receiving, by the processing circuit, a query for information of the space graph from a requesting device, wherein the information is included by one of the plurality of nodes of the space graph;
retrieving, by the processing circuit, the information from the space graph by traversing at least some of the plurality of entities and at least some of the plurality of edges to identify the information without traversing other entities or other relationships of a data structure other than the space graph; and
providing, by the processing circuit, the information to the requesting device.
12. The method of claim 11 , wherein the query comprises an indication of the at least some of the plurality of nodes and the at least some of the plurality of entities to traverse to identify the information.
13. The method of claim 11 , wherein the information is at least some of the data timeseries values ingested into the space graph.
14. The method of claim 11 , wherein the instructions cause the one or more processors to:
receiving, by the processing circuit, a request input from a user device in a natural language;
generating, by the processing circuit via a chatbot system, the query by performing natural language processing on the request input; and
providing, by the processing circuit, the information to the user device.
15. A building management system for operating a building and managing building information comprising a processing circuit configured to:
receive building data from one or more building data sources;
generate a space graph based on the building data, wherein the space graph is a graph data structure comprising a plurality of nodes representing a plurality of entities and a plurality edges between the plurality of nodes representing a plurality of relationships between the plurality of entities;
ingest data timeseries values of the building data into the space graph by adding one or more timeseries nodes for the data timeseries values to the space graph and one or more edges between the one or more timeseries nodes and a second node representing an entity of the plurality of entities;
generate one or more control decisions by querying the space graph for information, wherein the information comprises at least some of the plurality of entities, at least some of the plurality of relationships, and at least some of the data timeseries values; and
cause one or more pieces of equipment to operate based on the one or more control decisions.
16. The building management system of claim 15 , wherein the processing circuit is configured to generate the one or more control decisions via an agent of the space graph, wherein the agent is one node of the plurality of nodes.
17. The building management system of claim 15 , wherein the space graph is a digital twin of the building, wherein the plurality of entities represent at least one of spaces, people, and devices associated with the building.
18. The building management system of claim 15 , wherein the instructions cause the processing circuit to:
receive a query for particular information of the space graph from a requesting device, wherein the information is included by one of the plurality of nodes of the space graph;
retrieve the information from the space graph by traversing at least some of the plurality of entities and at least some of the plurality of edges to identify the information without traversing other entities or other relationships of a data structure other than the space graph; and
provide the information to the requesting device.
19. The building management system of claim 18 , wherein the query comprises an indication of the at least some of the plurality of nodes and the at least some of the plurality of entities to traverse to identify the information.
20. The building management system of claim 18 , wherein the information is at least some of the data timeseries values ingested into the space graph.