Patents by Inventor Xinyong Min

Xinyong Min 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).

  • Real-time industrial plant production prediction and operation optimization
    Patent number: 11264121
    Abstract: Direct measurement and simulation of real-time production rates of chemical products in complex chemical plants is complex. A predictive model developed based on machine learning algorithms using historical sensor data and production data provides accurate real-time prediction of production rates of chemical products in chemical plants. An optimization model based on machine learning algorithms using clustered historical sensor data and production data provides optimal values for controllable parameters for production maximization.
    Type: Grant
    Filed: August 23, 2016
    Date of Patent: March 1, 2022
    Assignee: Accenture Global Solutions Limited
    Inventors: Fang Hou, Yikai Wu, Kexin Ren, Hui Shen, Xinyong Min, Xiaopei Cheng
  • REAL-TIME INDUSTRIAL PLANT PRODUCTION PREDICTION AND OPERATION OPTIMIZATION
    Publication number: 20190198136
    Abstract: Direct measurement and simulation of real-time production rates of chemical products in complex chemical plants is complex. A predictive model developed based on machine learning algorithms using historical sensor data and production data provides accurate real-time prediction of production rates of chemical products in chemical plants. An optimization model based on machine learning algorithms using clustered historical sensor data and production data provides optimal values for controllable parameters for production maximization.
    Type: Application
    Filed: August 23, 2016
    Publication date: June 27, 2019
    Inventors: Fang Hou, Yikai Wu, Kexin Ren, Hui Shen, Xinyong Min, Xiaopei Cheng