Patents by Inventor Dadiao NING

Dadiao NING 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).

  • Method and system for optimizing BMS model, storage medium and electric vehicle
    Patent number: 11609273
    Abstract: Provided are a method and a system for optimizing a BMS model. The method includes: creating a BMS model based on test data of a battery; selecting sample vehicles from real driving data of vehicles equipped with this type of battery through active learning approach, and giving a corresponding weight to each of the selected sample vehicles; optimizing the BMS model based on the data of the selected sample vehicles.
    Type: Grant
    Filed: December 14, 2020
    Date of Patent: March 21, 2023
    Assignee: GUANGZHOU AUTOMOBILE GROUP CO., LTD.
    Inventors: Jiucai Zhang, Jun Wang, Chao Liu, Jin Shang, Qiang Ren, Ao Mei, Dadiao Ning, Sichao Guo, Sheng Hui
  • Method and Apparatus for Optimizing Battery Management System
    Publication number: 20220250505
    Abstract: A method and apparatus for optimizing a battery management system (BMS) are provided. The method includes: obtaining training data, wherein the training data comprises data from a target vehicle and data from auxiliary vehicles, and the auxiliary vehicles are vehicles mounted with a same or similar battery system as the target vehicle; optimizing a BMS related algorithm for the target vehicle by performing transfer learning based on the training data, wherein the BMS related algorithm comprises one or a combination of: a battery model, parameters for the battery model, a battery management algorithm, and parameters for the battery management algorithm.
    Type: Application
    Filed: February 10, 2021
    Publication date: August 11, 2022
    Inventors: Jiucai ZHANG, Jun WANG, Chao LIU, Jin SHANG, Qiang REN, Ao MEI, Dadiao NING, Sichao GUO, Sheng HUI
  • Method and System for Optimizing BMS model, Storage Medium and Electric Vehicle
    Publication number: 20220187374
    Abstract: Provided are a method and a system for optimizing a BMS model. The method includes: creating a BMS model based on test data of a battery; selecting sample vehicles from real driving data of vehicles equipped with this type of battery through active learning approach, and giving a corresponding weight to each of the selected sample vehicles; optimizing the BMS model based on the data of the selected sample vehicles.
    Type: Application
    Filed: December 14, 2020
    Publication date: June 16, 2022
    Inventors: Jiucai ZHANG, Jun WANG, Chao LIU, Jin SHANG, Qiang REN, Ao MEI, Dadiao NING, Sichao GUO, Sheng HUI