MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202641080234 A) filed by Muthayammal Engineering College Autonomous on June 30, 2026, for Distributed Machine Health Intelligence Framework For Autonomous Maintenance Decision Support.
Inventors include Dr. V. Rajendran; Dr. G. Sudha; Dhanajchezhiyan M; Konguvel J; Sanjay S; Chitranjan P D; Dakshineeshwar K; Dineshkumar Mr; Anusha K; and Manimekala M.
The application for the patent was published on July 03, 2026, under issue no. 27/2026.
Abstract: The present invention relates to a distributed machine health intelligence framework for autonomous maintenance decision support in industrial environments. The framework comprises a plurality of machine health intelligence nodes, a distributed information acquisition infrastructure, a health interpretation engine, a degradation evidence repository, a maintenance reasoning module, a maintenance priority assessment engine, a collaborative intelligence coordinator, a maintenance knowledge graph repository, an autonomous intervention planning framework, and a maintenance decision-support interface. Operational information acquired from industrial assets is processed by distributed intelligence nodes to generate machine health indicators and identify degradation conditions. The framework autonomously determines maintenance priorities, formulates intervention strategies, and generates maintenance recommendations based on equipment conditions and operational context. Collaborative information sharing and knowledge graph-based reasoning improve analytical accuracy and enterprise-wide maintenance awareness. The invention enables intelligent maintenance planning, reduced equipment downtime, improved resource utilization, enhanced operational reliability, and autonomous decision support for industrial asset management.
Disclaimer: Curated by HT Syndication.
