Patents by Inventor Minjeong Sim

Minjeong Sim 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).

  • Patent number: 12372931
    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.
    Type: Grant
    Filed: September 1, 2022
    Date of Patent: July 29, 2025
    Assignee: Kyungpook National University Industry-Academic Cooperation Foundation
    Inventors: Dongjun Suh, Geonkyo Hong, Minjeong Sim
  • Publication number: 20230350366
    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.
    Type: Application
    Filed: September 1, 2022
    Publication date: November 2, 2023
    Applicant: Kyungpook National University Industry-Academic Cooperation Foundation
    Inventors: Dongjun Suh, Geonkyo Hong, Minjeong Sim