Patents by Inventor Miran RYU

Miran RYU 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).

  • Publication number: 20260252043
    Abstract: The present disclosure relates to systems and method for temperature prediction for secondary battery. A system may include: a storage device configured to store a plurality of first data sets related to heat transfer of at least one battery; and a control device configured to generate a plurality of second data sets by performing dimensionless conversion on the plurality of first data sets, and train an artificial neural network-based temperature prediction model based on the plurality of second data sets, wherein temperature of a target battery is predicted based on the artificial neural network-based temperature prediction model, and an aspect of the target battery is modified based on the temperature.
    Type: Application
    Filed: November 25, 2025
    Publication date: August 27, 2026
    Inventors: Miran RYU, Bong Jae LEE, Jihye HAN, Jihoon KIM, Yeongbeom JOE
  • Publication number: 20260169088
    Abstract: Disclosed herein are a system for analyzing battery cell performance and method of analyzing battery cell performance using the same. The system for analyzing battery cell performance includes a process equipment data management unit configured to transmit equipment data, a data analysis and model management unit configured to create and manage, based on the equipment data, a battery model including a base reference model and an extended reference model, and a cell abnormality evaluation unit configured to determine whether there is an abnormal cell using the battery model.
    Type: Application
    Filed: December 8, 2025
    Publication date: June 18, 2026
    Applicant: Samsung SDI Co., Ltd.
    Inventors: Yeongbeom Joe, Miran Ryu, Yubin Hwang, Hyeonwoo Kim
  • Patent number: 11532850
    Abstract: A rechargeable battery according to an embodiment of the present invention includes: an electrode assembly; a case for receiving the electrode assembly; a cap plate combined to an opening of the case to close and seal an inside of the case and including a plurality of vent units; an elevation member penetrated and installed in the cap plate and moving by an internal pressure of the case; and a plurality of vent plates for closing and sealing the respective vent units, wherein the vent plate is connected to the elevation member through a connection member and links to the elevation member.
    Type: Grant
    Filed: June 12, 2019
    Date of Patent: December 20, 2022
    Assignee: Samsung SDI Co., Ltd.
    Inventors: Jaesoon Jang, Miran Ryu
  • Publication number: 20210175576
    Abstract: A rechargeable battery according to an embodiment of the present invention includes: an electrode assembly; a case for receiving the electrode assembly; a cap plate combined to an opening of the case to close and seal an inside of the case and including a plurality of vent units; an elevation member penetrated and installed in the cap plate and moving by an internal pressure of the case; and a plurality of vent plates for closing and sealing the respective vent units, wherein the vent plate is connected to the elevation member through a connection member and links to the elevation member.
    Type: Application
    Filed: June 12, 2019
    Publication date: June 10, 2021
    Inventors: Jaesoon JANG, Miran RYU