MUMBAI, India, June 24 -- Intellectual Property India has published a patent application (202617063913 A) filed by Sabic Global Technologies B. V. on May 20, 2026, for Systems And Methods To Determine A Multi-Level Health Index For Detection Of Equipment Anomalies.
Inventors include Aldakheel, Fahad Abdullah; Moawad, Omar Abdulaziz; Bin Salamah, Abdulaziz Ibrahim; Albaqshi, Hassan Ali; Al-Ali, Adel Ali; Albeshr, Abdulrahman Mohammed; Khalil, Rayan Khalid; Alzeyadi, Fahad Khalef; Alrebh, Ahmed Ali; Alshowaired, Fahad Yousef; and Alrukhaimi, Jalal Majed.
The application for the patent was published on June 12, 2026, under issue no. 24/2026.
Abstract: Disclosed here are methods and systems to detect equipment anomalies or equipment failure based on a multi-level health index for equipment positioned at industrial plants. In an embodiment, the method may include applying data points from the industrial plants to first principle models to produce a plurality of outputs. The method may include determining the multi-level health index based on application of one or more of (a) the data points or (b) the plurality of outputs to one or more of the plurality of trained machine learning models. The method may include comparing each level of the multi-level health index to historical conditions to detect one or more of equipment anomalies or failure. the method may include, in response to one level of the multi-level health index being outside of the historical conditions, generating an alert.
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