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. 21, 2025
Filed:
Nov. 25, 2022
Applicant:
Korea Institute of Energy Research, Daejeon, KR;
Inventors:
Gwang Woo Han, Daejeon, KR;
Jong Kyu Kim, Sejong-si, KR;
Assignee:
KOREA INSTITUTE OF ENERGY RESEARCH, Daejeon, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 19/042 (2006.01); G06N 3/092 (2023.01); G06N 7/01 (2023.01); H02J 3/00 (2006.01);
U.S. Cl.
CPC ...
G05B 19/042 (2013.01); G06N 3/092 (2023.01); G05B 2219/2639 (2013.01);
Abstract
The present disclosure relates to an operating device and method of an ESS. The ESS operating method may include forecasting electricity information during a predetermined period using a deep learning model generated based on data about an electricity price and an electricity demand, deriving an ESS operating policy by a reinforcement learning model based on the forecasted electricity information and state information of an energy storage device included in the ESS, and controlling the ESS based on the derived ESS operating policy.