Patents by Inventor Kranti NELLUTLA

Kranti NELLUTLA 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).

  • Fuel injection control using a neural network
    Patent number: 10947919
    Abstract: A fuel injector controller is disclosed. The fuel injector controller may determine respective values of a set of parameters of the engine; process, using a neural network, the respective values to determine a target fuel output of a fuel injector, wherein the neural network is configured to determine the target fuel output based on the set of parameters being an input layer of the neural network; determine, based on an output of the neural network, the target fuel output; and provide the determined target fuel output to the fuel injector to permit the fuel injector to inject fuel according to the target fuel output.
    Type: Grant
    Filed: August 26, 2019
    Date of Patent: March 16, 2021
    Assignee: Caterpillar Inc.
    Inventors: Sylvain Charbonnel, Greg Armstrong, Anand Krishnamurthygopalan, James Ulstad, Kranti Nellutla
  • FUEL INJECTION CONTROL USING A NEURAL NETWORK
    Publication number: 20210062744
    Abstract: A fuel injector controller is disclosed. The fuel injector controller may determine respective values of a set of parameters of the engine; process, using a neural network, the respective values to determine a target fuel output of a fuel injector, wherein the neural network is configured to determine the target fuel output based on the set of parameters being an input layer of the neural network; determine, based on an output of the neural network, the target fuel output; and provide the determined target fuel output to the fuel injector to permit the fuel injector to inject fuel according to the target fuel output.
    Type: Application
    Filed: August 26, 2019
    Publication date: March 4, 2021
    Applicant: Caterpillar Inc.
    Inventors: Sylvain CHARBONNEL, Greg ARMSTRONG, Anand KRISHNAMURTHYGOPALAN, James ULSTAD, Kranti NELLUTLA