RNA para monitoramento e proteção de máquinas elétricas

Abstract

With the great advance of man in his search for adaptations and developments, it is clear the monitoring and protection of a three- phase electric machine becomes indispensable at the present time. Using Artificial Neural Networks (ANN) it is possible for the operator to receive information in "real" time from the machine in relation to what it is at that current moment and establish standards and from them make decisions according to the needs presented. As the neurons of a living being that receive, store and learn from the unknown information received, the use of ANNs proves to be profitable for the electrical machine, improving both its performance and its lifespan, which are positively favored. For this, two different Artificial Neural Networks will be used in the Adaline model, being them for the monitoring and control of the temperature and current, each one assuming an individual magnitude.