Haroon Rashid

Evaluation of Non-intrusive Load Monitoring Algorithms for Appliance-level Anomaly Detection

Appliance fault in buildings resulting in abnormal energy consumption is known as an anomaly. Traditionally, anomaly detection is performed either at aggregate, i.e., meter-level, or at appliance level. Meter-level anomaly detection does not identify the anomaly-causing appliance, while appliance-le…