Intellectual Property India Publishes Patent Application for Systems And Methods For Using Machine Learning To Predict Critical Constraints

MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202527093441 A) filed by Fluence Energy, LLC on September 29, 2025, for Systems And Methods For Using Machine Learning To Predict Critical Constraints.

Inventors include Daraeepour, Ali; Cunha, Mary, Elaine; and Tso, William, Weikang.

The application for the patent was published on June 19, 2026, under issue no. 25/2026.

Abstract: A computer-implemented method and computer program product for predicting a required committed capacity of an electric utility are provided. The method includes the steps of: (a) performing a stochastic optimization of raw data to produce a total committed capacity from conventional thermal units as a target data, wherein ...