Intellectual Property India Publishes Patent Application for Edge-Based Dual-Stage Machine Learning System For Railway Track Monitoring And Fault Classification

MUMBAI, India, Sept. 22 -- Intellectual Property India has published a patent application (202641110361 A) filed by Vellore Institute Of Technology on September 15, 2026, for Edge-Based Dual-Stage Machine Learning System For Railway Track Monitoring And Fault Classification.

Inventors include Mohanraj G; N Balaji Sai; and G. Dineshkumar.

The application for the patent was published on September 18, 2026, under issue no. 38/2026.

Abstract: The present invention provides a real-time embedded railway track monitoring system configured to detect and assess track-related variations using two mechanically coupled sensing channels. An embedded controller continuously establishes an adaptive baseline representing normal signal behaviour and dete...