MUMBAI, India, Jan. 23 -- Intellectual Property India has published a patent application (202511123074 A) filed by K. R. Mangalam University, Gurugram, Haryana, on Dec. 6, 2025, for 'device for self-optimizing geartrain management using intelligent vibration analytics.'
Inventor(s) include Dr. Feroz Ahmed; and Dr. Anshu.
The application for the patent was published on Jan. 23, under issue no. 04/2026.
According to the abstract released by the Intellectual Property India: "The present invention relates to a device for self-optimizing geartrain management using intelligent vibration analytics. The device captures high-resolution vibrational signatures through distributed multi-axis sensing units and processes the acquired signals via an embedded microcontroller module programmed for real-time feature extraction and signal conditioning. An artificial-intelligence prediction engine interprets the processed data to classify operational states, detect anomalies, and forecast emerging deviations in geartrain behavior. A hybrid connectivity architecture enables seamless integration with supervisory controllers and external analytics platforms, while an adaptive optimization interface generates operational adjustments for enhancing efficiency, reducing wear, and preventing failures. A user interface platform further provides diagnostic insight and optimization recommendations. The device enables continuous, autonomous, vibration-driven optimization of geartrain performance, extending component life, reducing downtime, and establishing a predictive, data-centric framework for mechanical reliability."
Disclaimer: Curated by HT Syndication.
