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:
Jan. 30, 2024

Filed:

Mar. 13, 2020
Applicant:

Daikin Industries, Ltd., Osaka, JP;

Inventors:

Manabu Yoshimi, Osaka, JP;

Tadafumi Nishimura, Osaka, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
F24F 11/64 (2018.01); F24F 11/06 (2006.01); F24F 11/48 (2018.01); G05D 23/19 (2006.01); F24F 130/20 (2018.01); F24F 140/00 (2018.01); F24F 130/10 (2018.01); F24F 110/10 (2018.01); F24F 110/12 (2018.01); F24F 140/20 (2018.01);
U.S. Cl.
CPC ...
F24F 11/06 (2013.01); F24F 11/48 (2018.01); G05D 23/1917 (2013.01); F24F 2110/10 (2018.01); F24F 2110/12 (2018.01); F24F 2130/10 (2018.01); F24F 2130/20 (2018.01); F24F 2140/00 (2018.01); F24F 2140/20 (2018.01);
Abstract

A machine learning apparatus determines an operation condition of a precooling operation or preheating operation of an air conditioner. The machine learning apparatus includes an acquisition unit and a learning unit. The acquisition unit acquires, as state variables, room temperature data at a time of the precooling operation or preheating operation, set temperature data, and outside air temperature data. The learning unit learns the operation condition of the precooling operation or preheating operation based on the state variables, a room temperature after start of the precooling operation or preheating operation, and a set temperature.


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