MUMBAI, India, July 13 -- Intellectual Property India has published a patent application (202641082600 A) filed by Muthayammal Engineering College Autonomous on July 04, 2026, for Self-Evolving Machine Condition Monitoring Platform Using Generative Ai And Industrial Sensor Fusion.
Inventors include Mr. M. Gopinath; Mrs. M. Birunda; Deepak S; Arunkumar V; Keerthivasan G; Anand P; S. Gowtham; V. Sharubha; D. Jeevabalan; and P. Kalpana.
The application for the patent was published on July 10, 2026, under issue no. 28/2026.
Abstract: The present invention relates to a self-evolving machine condition monitoring platform using generative artificial intelligence and industrial sensor fusion. The platform comprises a multi-modal industrial sensor acquisition layer, a sensor fusion and contextual representation engine, a generative AI-based condition modeling framework, a synthetic degradation scenario generation module, an adaptive machine health assessment engine, a self-evolving knowledge repository, an autonomous diagnostic recommendation module, a predictive maintenance and intervention planning framework, a continuous learning and model refinement engine, an equipment behavior simulation framework, an asset lifecycle optimization module, and an industrial visualization and decision intelligence platform. Industrial information obtained from heterogeneous sensing devices is integrated and processed to generate adaptive machine behavior models, synthetic degradation scenarios, and equipment health assessments. The invention continuously refines analytical capabilities according to operational feedback and provides intelligent maintenance recommendations and lifecycle optimization strategies. The disclosed platform improves equipment reliability, reduces unplanned downtime, enhances predictive maintenance capabilities, and provides adaptive monitoring intelligence for industrial environments.
Disclaimer: Curated by HT Syndication.
