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:
Jul. 29, 2025

Filed:

Sep. 01, 2022
Applicant:

Kyungpook National University Industry-academic Cooperation Foundation, Daegu, KR;

Inventors:

Dongjun Suh, Gimcheon-si, KR;

Geonkyo Hong, Daejeon, KR;

Minjeong Sim, Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 19/042 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G05B 19/042 (2013.01); G06N 3/08 (2013.01); G05B 2219/2639 (2013.01);
Abstract

Disclosed is a solar energy management method using deep reinforcement learning including receiving, by at least one processor, at least one or more pieces of energy information data for deep reinforcement learning of a deep neural network, calculating, by the at least one processor, a reward value for controlling a solar energy management algorithm constituting the deep neural network using the at least one or more pieces of energy information data and performing the deep reinforcement learning, and determining, by the at least one processor, a schedule for storing, discharging, consuming or selling solar energy by inputting the at least one or more pieces of energy information data as input data of the solar energy management algorithm.


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