Neural Network Implementation of Industrial Motor Health Monitoring and Control System Using Wireless Sensor Network

Electrical machines play an important role, the use of medium-sized electric machines burned every year around about 20%. In addition, because of electrical failure, damage caused by accident’s even at home appliances as well as factory production cause the indirect economic losses even greater. Hence we propose a novelty system based on Artificial Neural Network Control (ANNC) which will take care of all the test analysis need for safety standards (vibration, torque, voltage, current, power consumption bearing test and etc.,) of a AC/DC devices with its own training and testing principle of operation. Recently, Artificial Neural Network (ANN) has gained momentum as a controller for non linear systems. The complete test system is modeled in Matlab / Simulink. The test results have been analyzed for both steady state and dynamic conditions. It is evident from the results that the proposed ANN controller gives promising results than the PI, PID control.