MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202617082567 A) filed by Cummins Inc. on July 04, 2026, for Systems And Methods For Remaining Useful Life (rul) Detection And Controls Based Thereon.
Inventors include Tagare, Prasanna Pramod; K M, Kalaiselvan; Nemade, Sandeep Yograj; Jain, Parul; Pandey, Amit; Ottikkutti, Pradheepram; and Bahulikar, Sunil Suryakant.
The application for the patent was published on August 07, 2026, under issue no. 32/2026.
Abstract: Systems and methods for detection of a health state and/or RUL of a vehicle component can include one or more processors obtaining a plurality of data sets of one or more vehicles such that each data set is recorded from a corresponding vehicle at a corresponding RUL of a vehicle component and includes parameter values of a set of parameters of the vehicle. The one or more processors assign to each data set a corresponding health state of the vehicle component based on the corresponding RUL, and select a subset of parameters of the set of parameters based on impact of the parameters on the health state and/or RUL of the vehicle component. The one or more processors train, using values of the subset of parameters, a machine learning model for detection of the health state and/or RUL of the vehicle component, and provide the machine learning model for deployment.
Disclaimer: Curated by HT Syndication.
