MUMBAI, India, Sept. 14 -- Intellectual Property India has published a patent application (202641108141 A) filed by Muthayammal Engineering College Autonomous on September 09, 2026, for Intelligent Equipment Degradation Prediction Platform Using Continual Learning And Industrial Digital Twins.
Inventors include Dr. R. Praveena; Mrs. A. Gansala; Dr. P. Muthusamy; Mrs. R. Arthi; Kowsik M; Manonmani M; Naveena S B; Ranjithkumar B E; Dr. B. C. Brightlin; Mrs. Kohila R; Mrs. P. Sathiyapriya; and Mr. G. Vishvanath Sundharam.
The application for the patent was published on September 11, 2026, under issue no. 37/2026.
Abstract: A platform predicts equipment degradation using continual learning and digital twins. Sensor data is continuously collected from monitored industrial equipment assets. Virtual equipment models represent operating conditions, health states, and degradation. Continual learning updates prediction models using newly acquired operational information. The platform identifies degradation trends and estimates future equipment condition. Maintenance recommendations are generated according to predicted degradation and operational risks. The system improves prediction accuracy, reliability, and maintenance decision-making capabilities.
Disclaimer: Curated by HT Syndication.
