Artificial intelligence (AI) systems provide promise in analyzing and evaluating power system data. There is currently a large push  to use AI and machine learning (ML) to help reduce time performing maintenance on transformers and predict where and when the next transformer will fail.1,2,3 Major companies in various industries are promoting and telling the wonders of AI and ML: managing …