Granted Patent B2

US 12,231,255 · App. 17/134,999 · Granted Feb 18, 2025

Inventors: Justin J. Ploegert (Cudahy, WI); Dominick James O'Dierno (Mt Pleasant, WI); Brian Scott Otto (Menomonee Falls, WI)

Assignee: TYCO FIRE & SECURITY GMBH

H04L12/282G05B13/0265G05B13/041G05B13/047G05B15/02G05B17/02G05B19/0428G06F9/542G06F9/547G06F16/212G06F16/2358G06F16/24526G06F16/24575G06F16/258G06F16/27G06F16/288G06F16/9024G06F21/60G06F30/13G06Q30/04G06Q50/00G06Q50/06H04L12/2827H04L67/12H04L67/561G05B2219/2614G05B2219/2642H04L43/062

Abstract

Claims (76)

1. A building system of a building comprising one or more memory devices having instructions thereon, that, when executed by one or more processors, cause the one or more processors to:

retrieve a schema and an ontology for generating a building graph projection, the ontology indicating a permission of the building system, and the ontology indicating allowed relationships between types of entities, the schema to identify a format for information of events;

retrieve, based on the permission of the building system, a subset of entities of a plurality of entities representing elements of the building and a plurality of relationships between the subset of entities of the plurality of entities representing relationships between the subset of entities of the plurality of entities;

construct the building graph projection according to the ontology, the building graph projection including a plurality of nodes and a plurality of edges constructed to conform to the ontology and constructed to represent the subset of entities of the plurality of entities and the plurality of relationships;

receive a plurality of events from one or more pieces of building equipment;

perform one or more operations on the plurality of events to verify that a format of information associated with the plurality of events conforms to the format identified in the schema based on the building graph projection;

route, responsive to verification that the format of the information associated with the plurality of events conforms to the format identified in the schema, the plurality of events to at least one topic component based on types of the plurality of events, at least one type of event being telemetry data of the building;

enrich at least one event of the plurality of events routed to the at least one topic component with contextual data; and

update, the building graph projection to include at least one node to represent the at least one enriched event.

2. The building system of claim 1 , wherein the building graph projection is a digital twin, wherein the instructions cause the one or more processors to construct the building graph projection by:

generating one node of the plurality of nodes for each entity of the subset of entities of the plurality of entities;

generating an edge of the plurality of edges for each relationship of the plurality of relationships; and

connecting the edge from a first node of the plurality of nodes to a second node of the plurality of nodes to illustrate a particular relationship of the plurality of relationships between a first entity of the subset of entities of the plurality of entities and a second entity of the subset of entities of the plurality of entities.

3. The building system of claim 1 , wherein the instructions cause the one or more processors to:

retrieve, for a subscriber, the ontology from a plurality of ontologies stored in a database, wherein the plurality of ontologies are associated with a plurality of subscribers.

4. The building system of claim 3 , wherein the instructions cause the one or more processors to:

retrieve a second ontology for a second subscriber of the plurality of subscribers;

construct a second building graph projection including a second plurality of nodes and a second plurality of edges based on at least some of the plurality of entities, at least some of the plurality of relationships, and the second ontology; and

store the building graph projection and the second building graph projection in a graph projection database.

5. The building system of claim 1 , wherein the instructions cause the one or more processors to:

receive a modification to the building graph projection;

generate a change feed event, the change feed event recording the modification to the building graph projection; and

add the change feed event to a change feed comprising a plurality of change feed events representing modifications to the building graph projection at a plurality of different times.

6. The building system of claim 5 , wherein the modification is at least one of:

adding a new node to the plurality of nodes of the building graph projection;

adding a new edge to the plurality of edges of the building graph projection;

deleting an existing node of the plurality of nodes of the building graph projection;

deleting an existing edge of the plurality of edges of the building graph projection;

modifying the existing node of the plurality of nodes of the building graph projection; or

modifying the existing edge of the plurality of edges of the building graph projection.

7. The building system of claim 1 , wherein the instructions cause the one or more processors to:

identify the contextual data from a database that provides a contextual description of the at least one event of the plurality of events;

generate the at least one enriched event by enriching the at least one event of the plurality of events with the contextual data, the at least one enriched event including a data value, a particular time, and the contextual data; and

provide the at least one enriched event to a consuming application configured to operate based on the at least one enriched event.

8. The building system of claim 7 , wherein the instructions cause the one or more processors to identify the contextual data by searching the building graph projection that includes the contextual description of the one or more pieces of building equipment.

9. The building system of claim 8 , wherein the plurality of nodes include a node representing the one or more pieces of building equipment;

wherein the instructions cause the one or more processors to identify the contextual data by identifying one or more nodes of the plurality of nodes related to the node representing the one or more pieces of building equipment based on one or more edges of the plurality of edges between the node representing the one or more pieces of building equipment and the one or more nodes.

10. A method comprising:

retrieving, by a processing circuit, a schema and an ontology for generating a building graph projection, the ontology indicating a permission of a building system, and the ontology indicating allowed relationships between types of entities, the schema to identify a format for information of events;

retrieving, by the processing circuit based on the permission of the building system, a subset of entities of a plurality of entities representing elements of a building and a plurality of relationships between the subset of entities of the plurality of entities representing relationships between the subset of entities of the plurality of entities;

constructing, by the processing circuit, the building graph projection according to the ontology, the building graph projection including a plurality of nodes and a plurality of edges constructed to conform to the ontology and constructed to represent the subset of entities of the plurality of entities and the plurality of relationships;

receiving, by the processing circuit, a plurality of events from one or more pieces of building equipment;

performing, by the processing circuit, one or more operations on the plurality of events to verify that a format of information associated with the plurality of events conforms to the format identified in the schema based on the building graph projection;

routing, by the processing circuit, responsive to verification that the format of the information associated with the plurality of events conforms to the format identified in the schema, the plurality of events to at least one topic component based on types of the plurality of events, at least one type of event being telemetry data of the building;

enriching, by the processing circuit, at least one event of the plurality of events routed to the at least one topic component with contextual data; and

updating, by the processing circuit, the building graph projection to include at least one node to represent the at least one enriched event.

11. The method of claim 10 , further comprising:

generating, by the processing circuit, one node of the plurality of nodes for each entity of the subset of entities of the plurality of entities;

generating, by the processing circuit, an edge of the plurality of edges for each relationship of the plurality of relationships; and

connecting, by the processing circuit, the edge from a first node of the plurality of nodes to a second node of the plurality of nodes to illustrate a particular relationship of the plurality of relationships between a first entity of the subset of entities of the plurality of entities and a second entity of subset of entities of the plurality of entities.

12. The method of claim 10 , further comprising:

retrieving, by the processing circuit, for a subscriber, the ontology from a plurality of ontologies stored in a database, wherein the plurality of ontologies are associated with a plurality of subscribers.

13. The method of claim 12 , further comprising:

retrieving, by the processing circuit, a second ontology for a second subscriber of the plurality of subscribers;

constructing, by the processing circuit, a second building graph projection including a second plurality of nodes and a second plurality of edges based on at least some of the plurality of entities, at least some of the plurality of relationships, and the second ontology;

storing, by the processing circuit, the building graph projection and the second building graph projection in a graph projection database.

14. The method of claim 10 , further comprising:

receiving, by the processing circuit, a modification to the building graph projection;

generating, by the processing circuit, a change feed event, the change feed event recording the modification to the building graph projection; and

adding, by the processing circuit, the change feed event to a change feed comprising a plurality of change feed events representing modifications to the building graph projection at a plurality of different times.

15. The method of claim 14 , wherein the modification is at least one of:

adding a new node to the plurality of nodes of the building graph projection;

adding a new edge to the plurality of edges of the building graph projection;

deleting an existing node of the plurality of nodes of the building graph projection;

deleting an existing edge of the plurality of edges of the building graph projection;

modifying the existing node of the plurality of nodes of the building graph projection; or

modifying the existing edge of the plurality of edges of the building graph projection.

16. One or more non-transitory memory devices having instructions thereon, that, when executed by one or more processors, cause the one or more processors to:

retrieve a schema and an ontology for generating a building graph projection, wherein the building graph projection is a digital twin, the ontology indicating a permission of a building system, and the ontology indicating allowed relationships between types of entities, the schema to identify a format for information of events;

retrieve, based on the permission of the building system, a subset of entities of a plurality of entities representing elements of a building and a plurality of relationships between the subset of entities of the plurality of entities representing relationships between the subset of entities of the plurality of entities;

construct the building graph projection according to the ontology, the building graph projection including a plurality of nodes and a plurality of edges constructed to conform to the ontology and constructed to represent the subset of entities of the plurality of entities and the plurality of relationships;

receive a plurality of events from one or more pieces of building equipment;

perform one or more operations on the plurality of events to verify that a format of information associated with the plurality of events conforms to the format identified in the schema based on the building graph projection;

route, responsive to verification that the format of the information associated with the plurality of events conforms to the format identified in the schema, the plurality of events to at least one topic component based on types of the plurality of events, at least one type of event being telemetry data of the building;

enrich at least one event of the plurality of events routed to the at least one topic component with contextual data; and

update, the building graph projection to include at least one node to represent the at least one enriched event.

Assignments (3)

Continuity (4)

References Cited (400)