MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202621055618 A) filed by Dr. Shailendra Kumar Mittal; Dr. Nellore Manoj Kumar; Dr. Chaganty Veera Venkata Pavani; Dr. V. T. Geetha; Ms. D. Jayabrindha; Dr. R. Suresh; and Mr. Jalad Gupta on May 01, 2026, for Intelligent Energy Management And Prediction In Electric Vehicles Using Machine Learning.
Inventors include Dr. Shailendra Kumar Mittal; Dr. Nellore Manoj Kumar; Dr. Chaganty Veera Venkata Pavani; Dr. V. T. Geetha; Ms. D. Jayabrindha; Dr. R. Suresh; and Mr. Jalad Gupta.
The application for the patent was published on July 03, 2026, under issue no. 27/2026.
Abstract: The proposed invention relates to an intelligent energy management and prediction system for electric vehicles utilizing machine learning techniques to enhance efficiency, performance, and sustainability. The system collects and processes real-time and historical data from vehicle sensors, environmental conditions, and driving patterns to accurately predict energy consumption and optimize power distribution across various subsystems. It incorporates adaptive learning models that continuously improve prediction accuracy and personalize energy strategies based on user behavior. The invention also includes advanced battery health monitoring, predictive thermal management, intelligent route planning, and optimized charging mechanisms. By integrating cloud connectivity and collaborative data analysis, the system enables scalable and efficient operation across individual and fleet vehicles. The proposed solution overcomes limitations of conventional rule-based systems, providing a dynamic and data-driven approach to energy optimization, thereby extending driving range, reducing operational costs, and supporting sustainable electric mobility.
Disclaimer: Curated by HT Syndication.
