Patents by Inventor Songhua Ma

Songhua Ma 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: 20240184940
    Abstract: A digital twin data model driven high-performance virtual simulation method and system, including: based on a product design process, paying attention to variable operating conditions or variable product structures to obtain three kinds of data relevant to a design product, relevant products, or operating conditions: sensor data, mechanism simulation data, and fusion data obtained by correcting the mechanism simulation data with the sensor data; processing the obtained data, reversely resolving a running mechanism according to a data driven algorithm, and building a data model driven high-performance virtual simulation model; and based on new operating conditions of the design product or improved new products, calling the built data model driven high-performance virtual simulation model to obtain the virtual simulation results. The method and system can be used for performance analysis and prediction on design products instead of modeling simulation and physical experiments.
    Type: Application
    Filed: February 14, 2024
    Publication date: June 6, 2024
    Applicant: SHANDONG UNIVERSITY
    Inventors: Tianliang HU, Lili DONG, Songhua MA, Lin LV, Fei TAO
  • Patent number: D883078
    Type: Grant
    Filed: April 26, 2017
    Date of Patent: May 5, 2020
    Assignee: PEER CHAIN COMPANY
    Inventors: Songhua Ma, Jeremy Michael Fogo, Glenn Spungen, John J. Alberts