Utilization of an Expert System Enhanced with Machine Learning for Automatic Voltage Sag Identification and Analysis

Abstract

This paper summarizes a software algorithm used to automatically classify voltage sags using an expert systems and machine learning algorithms. In particular, the paper focuses on algorithms used to classify voltage sag events that were caused by downstream events (faults, inrush, or load start events) and voltage sags cause by upstream events.