Patents by Inventor Amey Ambade

Amey Ambade 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).

  • Publication number: 20240018863
    Abstract: A method can include receiving results from a field device at a field site, where the results are generated using a trained machine learning model at the field site and real-time field equipment data from field equipment at the field site; issuing a signal responsive to an assessment of the results, where the signal indicates a performance-related issue of the trained machine learning model; updating training data with at least a portion of the real-time field equipment data to address the performance-related issue; and generating a new trained machine learning model for deployment to the field site using at least a portion of the updated training data.
    Type: Application
    Filed: July 17, 2023
    Publication date: January 18, 2024
    Inventors: Amey Ambade, Sreekrishnan Ramachandran, Piyush Umate, Supriya Gupta
  • Publication number: 20240003242
    Abstract: A method can include receiving input that includes time series data from pump equipment at a wellsite, where the wellsite includes a wellbore in contact with a fluid reservoir; processing the input using a first trained machine learning model as an anomaly detector to generate output; and processing the input and the output using a second trained machine learning model to predict a survival function for the pump equipment.
    Type: Application
    Filed: July 3, 2023
    Publication date: January 4, 2024
    Inventors: Amey Ambade, Praprut Songchitruksa