ALEXANDRIA, Va., March 26 -- United States Patent no. 12,259,722, issued on March 25, was assigned to Siemens AG (Munich).

"System and method for predicting failure in a power system in real-time" was invented by Bharadwaj Ranganathan Sathyanarayana (Karnataka, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system and a method for predicting failure in a power system in real-time. The method comprises obtaining, by a processing unit, state estimation data corresponding to electrical quantities of the power system received from one or more sources in real-time, extracting a feature vector from the received state estimation data based on contingency analysis information using a trained machine learning...