Patents by Inventor Prasanna Amur Varadarajan

Prasanna Amur Varadarajan 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).

  • HYBRID MODELING PROCESS FOR FORECASTING PHYSICAL SYSTEM PARAMETERS
    Publication number: 20210248500
    Abstract: A method includes receiving first input values for a first parameter of a physical system, calculating first modeled values for a second parameter using a model that represents the physical system, based on the first input values, receiving measured values for the second parameter, training a machine learning model to adjust modeled values generated by the model based on a difference between the first modeled values and the measured values, receiving second input values for the first parameter, calculating second modeled values for the second parameter using the model, generating adjusted values for the second parameter by adjusting the second modeled values using the trained machine learning model, and visualizing the adjusted values for the second parameter as representing operation of the physical system.
    Type: Application
    Filed: February 10, 2021
    Publication date: August 12, 2021
    Inventors: Prasanna Amur Varadarajan, Maurice Ringer