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.
Patent No.:
Date of Patent:
Oct. 10, 2023
Filed:
Sep. 16, 2022
Applicant:
Johnson Controls Tyco Ip Holdings Llp, Milwaukee, WI (US);
Inventors:
Santle Camilus, Sunnyvale, CA (US);
Manjuprakash R. Rao, Bangalore, IN;
Assignee:
JOHNSON CONTROLS TECHNOLOGY COMPANY, Auburn Hills, MI (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 19/042 (2006.01); G06N 20/00 (2019.01); G06N 5/02 (2023.01); G06F 9/451 (2018.01); G06F 3/0482 (2013.01); G06F 30/13 (2020.01);
U.S. Cl.
CPC ...
G06N 5/02 (2013.01); G05B 19/042 (2013.01); G06F 3/0482 (2013.01); G06F 9/451 (2018.02); G06F 30/13 (2020.01); G06N 20/00 (2019.01); G05B 2219/2639 (2013.01);
Abstract
A system for controlling heating, ventilation, or air conditioning (HVAC) equipment of a building includes one or more processing circuits configured to generate simulated building data using a simulation model of the building, pre-train a reinforcement learning (RL) model using the simulated building data, operate the HVAC equipment of the building using the RL model, and retrain the RL model using actual building data generated responsive to operating the HVAC equipment using the RL model.