With cost-effective sensors and data loggers, key security and performance indexes are continuously collected. We deploy data driven AI at the edge, to learn the asset’s behaviors, and detect the anomaly. In further fusion with the readings across the substation, environment data and maintenance history, alerts are generated in case of deteriorations and defects.