Patents by Inventor Sicheng Zhan

Sicheng Zhan 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).

  • System and Method for Calibrating Digital Twins using Probabilistic Meta-Learning and Multi-Source Data
    Publication number: 20230196149
    Abstract: A controller and a method for optimizing a controlled operation of a system performing a task is provided. The method for optimizing the controlled operation of the system comprises accessing a probabilistic distribution of a performance function trained to provide a relationship between different combinations of control parameters for controlling the system and their corresponding costs of operation, selecting a combination of control parameters from the different combinations of control parameters, such that the selected combination of control parameters is having the largest likelihood of being optimal at the probabilistic distribution of the performance function. The method further comprises controlling the system using the selected combination of the control parameters and modifying the probabilistic distribution of the performance function conditioned on the selected combination of the control parameters and the corresponding cost of operation.
    Type: Application
    Filed: December 10, 2021
    Publication date: June 22, 2023
    Applicant: Mitsubishi Electric Research Laboratories, Inc.
    Inventors: Ankush Chakrabarty, Sicheng Zhan, Christopher Laughman, Gordon Wichern