MUMBAI, India, April 17 -- Intellectual Property India has published a patent application (202641043370 A) filed by Sr University, Warangal, Telangana, on April 5, for 'a smart predictive battery failure prevention system with emergency safety mode and rider notification for two-wheeler vehicles.'

Inventor(s) include Dr. Piyush Moghe; Dr. Rupesh Mishra; and Dr. Sumit Jain.

The application for the patent was published on April 17, under issue no. 16/2026.

According to the abstract released by the Intellectual Property India: "The present invention relates to a smart predictive battery failure prevention system for two-wheeler vehicles, particularly electric and hybrid vehicles, aimed at enhancing operational safety, reliability, and user awareness. The system is designed to continuously monitor critical battery parameters, including voltage, current, temperature, and internal resistance, using an integrated battery monitoring unit with multiple sensors and a data acquisition module.A data processing and prediction module analyzes both real-time and historical battery data using advanced computational techniques, including machine learning and statistical models, to estimate battery health parameters such as state of charge and state of health. The system further predicts potential battery failure conditions by identifying abnormal patterns such as rapid voltage drops, excessive temperature variations, and irregular discharge behavior.A distance-to-failure estimation module determines the remaining safe travel distance based on battery condition, usage patterns, and operating conditions, enabling informed decision-making by the rider. A rider notification system provides real-time alerts through multiple communication channels, including dashboard display, mobile applications, SMS, and audio alerts. An emergency safety control unit activates a safety mode upon detection of critical battery conditions, which includes limiting vehicle speed, reducing power output, disabling non-essential components, and initiating controlled shutdown to prevent sudden failure. The system further supports communication with external devices and seamless integration with existing battery management systems, thereby improving overall vehicle safety, efficiency, and reliability."

Disclaimer: Curated by HT Syndication.