The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 25, 2022

Filed:

Oct. 10, 2019
Applicant:

Johnson Controls Technology Company, Auburn Hills, MI (US);

Inventor:

Dimitrios S. Papadopoulos, Westwood, NJ (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G05B 13/02 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06F 40/30 (2020.01);
U.S. Cl.
CPC ...
G05B 13/027 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06F 40/30 (2020.01);
Abstract

A method for applying semantic information to data in a building management system (BMS). The method includes receiving unrecognized data from equipment associated with the BMS, the unrecognized data comprising a first value and an associated device identifier; providing the unrecognized data as input to a first learning model to generate a first output, the first output indicative of semantic information corresponding to the first value evaluated individually; providing the unrecognized data as input to a second learning model to generate a second output, the second output indicative of semantic information corresponding to the first value evaluated in context of a second value associated with the device identifier; and applying semantic information to the unrecognized data based on the first output and the second output. The method allows for users to configure building management systems with automatically generated semantic data tags.


Find Patent Forward Citations

Loading…