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:
May. 27, 2025

Filed:

Apr. 21, 2022
Applicant:

Mitsubishi Electric Research Laboratories, Inc., Cambridge, MA (US);

Inventors:

Saleh Nabi, Wilmington, MA (US);

Mouhacine Benosman, Boston, MA (US);

Saviz Mowlavi, Cambridge, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
F24F 11/63 (2018.01); G05B 13/02 (2006.01); G05B 13/04 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
F24F 11/63 (2018.01); G05B 13/0265 (2013.01); G05B 13/048 (2013.01); G06N 20/00 (2019.01);
Abstract

A computer-implemented method using a reinforcement learning trained reduced order estimator (RL-trained ROE) and a closure model is provided for controlling a heating, ventilation, and air conditioning (HVAC) system including actuators. The method uses a processor coupled with a memory storing instructions implementing the method, wherein the instructions, when executed by the processor, carry out at steps of the method, includes acquiring setpoints of the HVAC system from a user input and measurement data from sensors arranged in the HVAC system,


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