METHOD AND APPARATUS FOR CONTROL ENERGY MANAGEMENT SYSTEM BASED ON REINFORCEMENT LEARNING

Patent №

US 11,645,728

Granted

2023-05-09

Filed 2021

Owner

MAKINAROCKS CO., LTD.

+1 more

Lab

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17513757

Disclosed is a method for controlling an energy management system that is performed by a computing device including at least one processor. The method may include acquiring a target temperature of one or more target points; and controlling one or more control variables using a reinforcement learning control model trained for a first condition regarding a state before a current temperature of the target points converges to the target temperature.

Machine learningPlanningEvolutionary computationAI hardwareG06Q 50/06G05B 13/027G05B 15/02G06F 11/3013G06F 11/3058G05B 2219/2614

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Evolutionary computation1.00
Vision0.12
Natural language0.08
Knowledge representation0.03
Speech0.00

Ownership

MAKINAROCKS CO., LTD.

assignment · 603990060

HANON SYSTEMS

assignment · 603990060

Assignors

JOO, SUNGHO, LEE, JE YEOL, WOO, KYEONG MIN, LEE, MINJOO, LEE, JEONGHOON, KIM, JOONGJAE, KO, WONSHICK

On an employer assignment, the assignors are typically the inventors.

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