Abstract
This research intends to develop an intelligent computational system to analyze the abnormalities, as short circuits and voltage disturbances. The objective of the system is to identify and localize possible sources of such operation anomalies, proposing proactive solutions (i.e., acting previously within the concepts of predictive maintenance). The computational system is based on a neur…