Speed control of separately excited DC motor using self tuned fuzzy PID controller

Sahoo, Prahlad Kumar and Barik, Nirmal Kumar (2011) Speed control of separately excited DC motor using self tuned fuzzy PID controller. BTech thesis.



In this project we have designed a separately excited DC motor whose speed can be controlled using PID controller. The proportional, integral and derivate (KP, KI, KD) gains of the PID controller are adjusted according to FUZZY LOGIC. First, the fuzzy logic controller is designed according to fuzzy rules so that the systems are fundamentally robust. There are 25 fuzzy rules for self-tuning of each parameter of PID controller. The FLC has two inputs. One is the motor speed error between the reference and actual speed and the second is change in speed error (speed error derivative).Secondly, the output of the FLC i.e. the parameters of PID controller are used to control the speed of the separately excited DC Motor. The study shows that both precise characters of PID controllers and flexible characters of fuzzy controller are present in fuzzy self-tuning PID controller. The fuzzy self-tuning approach implemented on a conventional PID structure was able to improve the dynamic as well as the static response of the system. Comparison between the conventional output and the fuzzy self-tuning output was done on the basis of the simulation result obtained by MATLAB. The simulation results demonstrate that the designed self-tuned PID controller realize a good dynamic behavior of the DC motor, a perfect speed tracking with less rise and settling time, minimum overshoot, minimum steady state error and give better performance compared to conventional PID controller.

Item Type:Thesis (BTech)
Uncontrolled Keywords:Fuzzy Controller, Fuzzification, Defuzzification
Subjects:Engineering and Technology > Electrical Engineering
Divisions: Engineering and Technology > Department of Electrical Engineering
ID Code:2467
Deposited By:Sahoo Prahlad Kumar Pipan
Deposited On:17 May 2011 14:27
Last Modified:17 May 2011 14:27
Supervisor(s):Mohanty, K B

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