MUMBAI, India, March 13 -- Intellectual Property India has published a patent application (202611009927 A) filed by UPES, Dehradun, Uttarakhand, on Jan. 30, for 'system for proactive clutch health monitoring in a vehicle and method thereof.'
Inventor(s) include Prashant Shukla; and Sachi Choudhary.
The application for the patent was published on March 13, under issue no. 11/2026.
According to the abstract released by the Intellectual Property India: "The present disclosure describes a system for proactive clutch health monitoring in a vehicle. The system employs a plurality of sensors to acquire real-time operational data, such as clutch pedal position, engine speed, and torque data. A data acquisition module collects this data at a sampling rate between 10 Hz and 100 Hz, preprocessing it through noise filtering, normalization, or temporal aggregation. A processing unit extracts clutch-specific features and processes them using a gradient-boosting framework machine learning model, such as LightGBM. This unit then generates a prediction indicating the clutch's current health and future degradation, including wear probability or remaining useful life, outputting a status indication. This system is accurate, cost-effective, and scalable, reducing downtime and maintenance expenses."
Disclaimer: Curated by HT Syndication.
