Building management system with semantic model integration

Patent metadata

Field	Value
Publication number	US-12346381-B2
Application number	US-202418612722-A
Country	US
Kind code	B2
Filing date	Mar 21, 2024
Priority date	Sep 30, 2020
Publication date	Jul 1, 2025
Grant date	Jul 1, 2025

Abstract

A building management system (BMS) includes one or more memory devices having instructions stored thereon. When executed by one or more processors, the instructions cause the processors to perform operations including ingesting semantic information associated with a plurality of BMS objects, classifying the plurality of BMS objects into a plurality of predetermined classifications that pertain to the plurality of BMS objects using the semantic information, updating a semantic site model for a building site by including at least one of the semantic information associated with the plurality of BMS objects or the plurality of predetermined classifications that pertain to the plurality of BMS objects, and adjusting a plurality of parameters associated with the plurality of BMS objects using the semantic site model.

First claim

What is claimed is:

1. A building management system (BMS) comprising:
one or more memory devices having instructions stored thereon that, when executed by one or more processors, cause the one or more processors to perform operations comprising:
ingesting semantic information associated with a plurality of BMS objects;
classifying the plurality of BMS objects into a plurality of predetermined classifications that pertain to the plurality of BMS objects using the semantic information;
updating a semantic site model for a building site by including at least one of the semantic information associated with the plurality of BMS objects or the plurality of predetermined classifications that pertain to the plurality of BMS objects; and
adjusting a plurality of parameters associated with the plurality of BMS objects using the semantic site model.

2. The BMS of claim 1 , wherein the semantic information comprises sizes of a plurality of building spaces represented by the plurality of BMS objects;
the operations comprising using the sizes of the plurality of building spaces and respective metrics associated with the plurality of building spaces to provide respective density metrics for the plurality of building spaces indicating values of the respective metrics per units of the sizes.

3. The BMS of claim 1 , wherein the semantic information comprises an area or volume of a building space represented by one of the plurality of BMS objects;
the operations comprising using the semantic site model to provide an energy density metric for the building space indicating an energy consumption associated with the building space per unit area of the building space or per unit volume of the building space.

4. The BMS of claim 1 , wherein classifying the plurality of BMS objects into the plurality of predetermined classifications comprises classifying a BMS object representing a building space into a predetermined classification indicating a type of the building space;
wherein the semantic information comprises a size associated with the type of the building space; and
the operations comprising using the predetermined classification indicating the type of the building space and the semantic information comprising the size associated with the type of the building space to update the semantic site model to include an association between the BMS object representing the building space and the size.

5. The BMS of claim 1 , wherein the semantic information comprises locations of a plurality of building spaces or a plurality of devices of building equipment represented by the plurality of BMS objects;
the operations comprising using the locations to generate relationships between the plurality of BMS objects in the semantic site model.

6. The BMS of claim 1 , wherein updating the semantic site model comprises storing relationships between the plurality of BMS objects in the semantic site model based on the semantic information;
the operations comprising using the relationships stored in the semantic site model to identify a second BMS object related to a first BMS object by the relationships and retrieve a data value associated with the second BMS object.

7. The BMS of claim 6 , wherein the first BMS object is identified in a query, the relationships stored in the semantic site model are used to identify the second BMS object as providing data which can be used to answer the query, and the data value associated with the second BMS object is used to provide an answer to the query.

8. The BMS of claim 6 , wherein the first BMS object is identified in a fault detection or diagnostic (FDD) rule, the relationships stored in the semantic site model are used to identify the second BMS object providing data which can be used to evaluate the FDD rule, and the data value associated with the second BMS object is used to evaluate the FDD rule.

9. The BMS of claim 1 , wherein updating the semantic site model comprises storing locations associated with the plurality of BMS objects in the semantic site model based on the semantic information;
the operations comprising using the locations stored in the semantic site model to identify a second BMS object associated with a same location as a first BMS object.

10. A method comprising:
ingesting semantic information associated with a plurality of BMS objects;
classifying the plurality of BMS objects into a plurality of predetermined classifications that pertain to the plurality of BMS objects using the semantic information;
updating a semantic site model for a building site by including at least one of the semantic information associated with the plurality of BMS objects or the plurality of predetermined classifications that pertain to the plurality of BMS objects; and
adjusting a plurality of parameters associated with the plurality of BMS objects using the semantic site model.

11. The method of claim 10 , wherein the semantic information comprises sizes of a plurality of building spaces represented by the plurality of BMS objects;
the method comprising using the sizes of the plurality of building spaces and respective metrics associated with the plurality of building spaces to provide respective density metrics for the plurality of building spaces indicating values of the respective metrics per units of the sizes.

12. The method of claim 10 , wherein the semantic information comprises an area or volume of a building space represented by one of the plurality of BMS objects;
the method comprising using the semantic site model to provide an energy density metric for the building space indicating an energy consumption associated with the building space per unit area of the building space or per unit volume of the building space.

13. The method of claim 10 , wherein classifying the plurality of BMS objects into the plurality of predetermined classifications comprises classifying a BMS object representing a building space into a predetermined classification indicating a type of the building space;
wherein the semantic information comprises a size associated with the type of the building space; and
the method comprising using the predetermined classification indicating the type of the building space and the semantic information comprising the size associated with the type of the building space to update the semantic site model to include an association between the BMS object representing the building space and the size.

14. The method of claim 10 , wherein the semantic information comprises locations of a plurality of building spaces or a plurality of devices of building equipment represented by the plurality of BMS objects;
the method comprising using the locations to generate relationships between the plurality of BMS objects in the semantic site model.

15. The method of claim 10 , wherein updating the semantic site model comprises storing relationships between the plurality of BMS objects in the semantic site model based on the semantic information;
the method comprising using the relationships stored in the semantic site model to identify a second BMS object related to a first BMS object by the relationships and retrieve a data value associated with the second BMS object.

16. The method of claim 15 , wherein the first BMS object is identified in a query, the relationships stored in the semantic site model are used to identify the second BMS object as providing data which can be used to answer the query, and the data value associated with the second BMS object is used to provide an answer to the query.

17. The method of claim 15 , wherein the first B

Assignees

• Tyco Fire & Security Gmbh

Inventors

• Saini Kunal
• Asp Gerald A
• Trawicki Matthew T
• Lind Craig A

Classifications

• G06F16/28

  Databases characterised by their database models, e.g. relational or object models · CPC title

• G06F16/906

  Clustering; Classification · CPC title

• G06F16/9038

  Presentation of query results · CPC title

• G06F3/04842

  Selection of displayed objects or displayed text elements (G06F3/0482 takes precedence) · CPC title

• G06F16/9035 Primary

  Filtering based on additional data, e.g. user or group profiles · CPC title