MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202647053245 A) filed by Hitachi Energy Ltd on April 27, 2026, for Machine Learning Architecture For Asset Condition Prediction.
Inventors include Soto, Mauricio; Cheim, Luiz; and Sbravati, Alan.
The application for the patent was published on June 19, 2026, under issue no. 25/2026.
Abstract: A method for generating a machine learning (ML) prediction model for a monitored target utility asset is disclosed. The method includes obtaining, from one or more historical sensor reading databases, historical sensor reading data associated with a target utility asset, and filtering the historical sensor reading data to separate nonrelevant data that is abnormal with respect to the operation of the target utility asset from relevant historical sensor reading data. The method further includes clustering the relevant historical sensor reading data to identify historical sensor reading data that is related to other utility assets which have been identified as being similar to the target utility asset, and utilizing the clustered relevant historical sensor reading data to generate at least one ML prediction model that is configured to respectively determine at least one predicted future condition of the target utility asset.
Disclaimer: Curated by HT Syndication.
