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This paper describes the neural controller as analogous to PI controller for voltage regulation, performance of the DVR under different voltage disturbances. PI controller is difficult to tune for non linear systems; neural will be best choice for non linear systems. Dynamic Voltage Restorer (DVR) is series controller which has capability to mitigate the voltage disturbance by injecting missing voltage in series to the load. DVR comprises of inverter, DC energy storage and series transformer.doi:10.26769/ijiere.2017.4.9.191496 fatcat:xv3httvdqzanrgdijlp4x72fo4