MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202641081176 A) filed by Ramachandra College Of Engineering on July 01, 2026, for Predictive Maintenance System Using Machine Learning.

Inventors include K Rajendra; M Rama Krishna; Dr P Sudhakar; and Dr. G Chamundeswari.

The application for the patent was published on October 30, 2026, under issue no. 44/2026.

Abstract: A predictive maintenance system uses machine learning to monitor equipment health and prevent failures Sensors collect-real-time -data on-parameters such-as vibration, temperature, pressure, and operational metrics. The data is analyzed using machine learning algorithms to detect anomalies and predict potential faults. Early warning ...