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:
Aug. 13, 2024

Filed:

Mar. 17, 2021
Applicant:

Tyco Fire & Security Gmbh, Neuhausen am Rheinfall, CH;

Inventor:

Michael James Risbeck, Madison, WI (US);

Assignee:

TYCO FIRE & SECURITY GMBH, Neuhausen am Rheinfall, CH;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
F24F 11/70 (2018.01); G05B 13/02 (2006.01); G06F 18/20 (2023.01); G06N 3/08 (2023.01); F24F 110/10 (2018.01); F24F 120/10 (2018.01);
U.S. Cl.
CPC ...
F24F 11/70 (2018.01); G05B 13/021 (2013.01); G05B 13/027 (2013.01); G06F 18/285 (2023.01); G06N 3/08 (2013.01); F24F 2110/10 (2018.01); F24F 2120/10 (2018.01);
Abstract

A method for controlling temperature in a building zone to increase comfort and energy efficiency is shown. The method includes receiving historical data, the historical data indicative of the temperature and occupancy of the building zone during one or more historical states. The method includes training a system model to represent a dynamic response of the building zone based on the historical data. The method includes determining a control law by optimizing a policy function implemented as a neural network configured to process the trained system model. The method includes performing online control of the building zone using the control law.


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