Patents by Inventor Weike Sun

Weike Sun 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: 11314242
    Abstract: An example method can comprise creating a non-linear neural network based model of a system based on historical operational data of the system and receiving first sensor data from a plurality of sensors associated with the system. Predicted next sensor data can be determined based on the received first sensor data and the non-linear network model. Second sensor data can be received from the plurality of sensors, and a measure of deviation between the predicted next sensor data and the received second sensor data is calculated. In response to the measured deviation exceeding a predefined threshold; it can be determined that a fault has occurred.
    Type: Grant
    Filed: January 15, 2020
    Date of Patent: April 26, 2022
    Assignee: ExxonMobil Research and Engineering Company
    Inventors: Weike Sun, Antonio R. Paiva, Peng Xu
  • Publication number: 20200241514
    Abstract: An example method can comprise creating a non-linear neural network based model of a system based on historical operational data of the system and receiving first sensor data from a plurality of sensors associated with the system. Predicted next sensor data can be determined based on the received first sensor data and the non-linear network model. Second sensor data can be received from the plurality of sensors, and a measure of deviation between the predicted next sensor data and the received second sensor data is calculated. In response to the measured deviation exceeding a predefined threshold; it can be determined that a fault has occurred.
    Type: Application
    Filed: January 15, 2020
    Publication date: July 30, 2020
    Inventors: Weike Sun, Antonio R. Paiva, Peng Xu