MUMBAI, India, Aug. 24 -- Intellectual Property India has published a patent application (202621082042 A) filed by Symbiosis International Deemed University on July 02, 2026, for Ai-Powered Vehicle Health And Driver Safety Platform Using Ensemble Machine Learning With Obd-Ii Diagnostics.
Inventors include Gokul Sethumadhavan; Alisha Rachel Rijo; Kruti Dixit; Nishtha Patel; Dr. Anjali Dalvi; and Dr. Sucheta Kolekar.
The application for the patent was published on August 21, 2026, under issue no. 34/2026.
Abstract: ABSTRACT AI-POWERED VEHICLE HEALTH AND DRIVER SAFETY PLATFORM USING ENSEMBLE MACHINE LEARNING WITH OBD-II DIAGNOSTICS An AI-powered vehicle health and driver safety platform (100) is disclosed that integrates GPS telematics analytics and OBD-II diagnostics with ensemble machine learning. The platform (100) comprises a GPS telematics data acquisition module (110); an OBD-II data acquisition module (120); a data preprocessing and feature engineering module (130) with a physics-informed rule guard (136); an ensemble classification engine (140) employing a weighted combination of Random Forest (142) and XGBoost (144) classifiers achieving ninety-seven point four percent accuracy; a driver behaviour classification module (150) categorizing drivers into four archetypes; a vehicle health assessment module (160) generating component health scores and maintenance recommendations; and an interactive web-based dashboard (170) providing real-time monitoring, predictive analytics and driver profiling. [
Disclaimer: Curated by HT Syndication.
