Intellectual Property India Publishes Patent Application for Self-Adaptive Failure Prediction Framework Using Federated Machine Learning In Industrial Networks

MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202641076510 A) filed by Muthayammal Engineering College Autonomous on June 20, 2026, for Self-Adaptive Failure Prediction Framework Using Federated Machine Learning In Industrial Networks.

Inventors include Mrs. N. Lalithakumari; Mr. S. Ananda Kumar; Dr. M. Mala; Mr. B. Prasanna; Vishali Sy; Vinothini P; Yuvabharathi; Nandhadevi V S; Buvaneshwari A; Arthi A; and Akash A.

The application for the patent was published on July 03, 2026, under issue no. 27/2026.

Abstract: The present invention relates to a self-adaptive failure prediction framework utilizing federated machine learning in industrial networks. The framework comprises an industrial sensing ...