US 12748412 B2 / Sep 29, 2026

Industrial autonomous system performance evaluation

Techniques for evaluating performance of an industrial autonomous system are described. In an example, a corrective action initiated by the industrial autonomous system is identified, where the corrective action is initiated for responding to an alarm event associated with an equipment at an industrial facility. The alarm event is generated upon detection of a deviation beyond threshold, where the deviation is associated with at least one operation parameter of the equipment. Further, the industrial autonomous system is utilized for monitoring operation parameters of the equipment and initiating the corrective action by modifying a first set of operation parameters. The corrective action is then compared with a benchmark corrective action. A performance rating of the industrial autonomous system is then generated based on a difference between the corrective action and the benchmark corrective action.