A Neuro-fuzzy Based Speed Control of Separately Excited DC Motor
S v s r Pavankumar, S. Krishnaveni, Y B Venugopal, Y. Srinivasa Kishore Babu · 2010
This paper presents the speed control of a separately excited dc motor using Neuro-Fuzzy controller. The controller is based on Adaptive Neuro-Fuzzy Inference System (ANFIS), which aims at reducing the peak overshoot, settling time of a DC Motor. In the first stage, PI controller is used to control the speed of DC Motor. From the results of PI controller, the training data is taken to design the ANFIS speed and current controllers. The simulation results show that Neuro-Fuzzy controller gives better performance compared to PI controller.