Patents by Inventor Wonshick KO

Wonshick KO has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • ARTIFICIAL INTELLIGENCE AIR-CONDITIONING CONTROL SYSTEM AND METHOD USING INTERPOLATION METHOD
    Publication number: 20240117985
    Abstract: The present invention relates to an artificial intelligence air conditioning control system and method using interpolation. The present invention provides an artificial intelligence air conditioning control system and method using interpolation that is capable of driving an optimal control value by estimating the desired air conditioning target value through interpolation on the output values resulted from training on only minimal air conditioning data.
    Type: Application
    Filed: March 8, 2022
    Publication date: April 11, 2024
    Inventors: Wonshick KO, Jeong Hoon LEE, Joong Jae KIM
  • CONTROL SYSTEM FOR ARTIFICIAL INTELLIGENCE-BASED VEHICLE INTEGRATED THERMAL MANAGEMENT SYSTEM, AND METHOD OF CONTROLLING SAME
    Publication number: 20240001735
    Abstract: The present invention relates to a control system for an artificial intelligence-based vehicle integrated thermal management system, and a method of controlling the same. The objective of the present invention is to provide a control system for an artificial intelligence-based vehicle integrated thermal management system and a method of controlling the same, in which an optimal target value for performing optimal control of a vehicle thermal management system is calculated, a control signal for tracking the calculated optimal target value is generated, and the generated control signal may be implemented without departing from hardware characteristics of the vehicle thermal management system by implementing artificial intelligence learning control.
    Type: Application
    Filed: January 10, 2022
    Publication date: January 4, 2024
    Applicant: Hanon Systems
    Inventors: Joong Jae KIM, Jeong Hoon LEE, Wonshick KO
  • Method and apparatus for control energy management system based on reinforcement learning
    Patent number: 11645728
    Abstract: 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.
    Type: Grant
    Filed: October 28, 2021
    Date of Patent: May 9, 2023
    Assignees: MakinaRocks Co., Ltd., Hanon Systems
    Inventors: Sungho Joo, Je Yeol Lee, Kyeong Min Woo, Minjoo Lee, Jeonghoon Lee, Joongjae Kim, Wonshick Ko
  • METHOD AND APPARATUS FOR CONTROL ENERGY MANAGEMENT SYSTEM BASED ON REINFORCEMENT LEARNING
    Publication number: 20220138874
    Abstract: 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.
    Type: Application
    Filed: October 28, 2021
    Publication date: May 5, 2022
    Inventors: Sungho JOO, Je Yeol LEE, Kyeong Min WOO, Minjoo LEE, Jeonghoon LEE, Joongjae KIM, Wonshick KO