Patents by Inventor Hemangi Borole

Hemangi Borole 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).

  • Machine Learning -Based Method For Increasing Lifetime Of A Battery Energy Storage System
    Publication number: 20220140625
    Abstract: An apparatus for performing the following: the apparatus maintains, in a database, one or more trained machine learning algorithms for predicting an optimal charging strategy for a time interval based on one or more values of a set of prediction parameters relating to a point of common coupling and one or more electrical load devices and on a state of charge level of the battery energy storage system. The apparatus obtains one or more recent values of the set of prediction parameters relating to one or more previous time intervals and predicts, using the one or more trained machine learning algorithm, an optimal charging strategy for a next time interval based on the one or more recent values and a current state of charge level of the battery energy storage system. Finally, the apparatus operates the battery energy storage system using the predicted optimal charging strategy.
    Type: Application
    Filed: October 26, 2021
    Publication date: May 5, 2022
    Inventors: Carlos Nieto, Kacper Sowa, Piotr Oramus, Hemangi Borole, Tomasz Kuczek