Abstract: With the rapid growth of residential electricity consumption data, traditional anomaly detection methods suffer from low detection rates and high false alarm rates when detecting ...

Abstract: This research investigates the utilization of the Isolation Forest (IF) algorithm for anomaly identification and the optimization of predictive maintenance in aeronautical systems. Aerospace ...