Please use this identifier to cite or link to this item: http://dspace.dtu.ac.in:8080/jspui/handle/repository/20136
Title: PD, PI, PID CONTROLLER TUNING ANALYSIS FOR SPEED CONTROL OF DC MOTOR USING DIFFERENT OPTIMIZATION TECHNIQUE
Authors: PATNAIK, SHUBHAM
Keywords: DC MOTOR
SPEED CONTROL
PID CONTROLLER
PI CONTROLLER
GENETIC ALGORITHM
BELUGA WHALE OPTIMIZATION
COOT ALGORITHM
PARAMETER OPTIMIZATION
PSO
Issue Date: May-2023
Series/Report no.: TD-6694;
Abstract: Speed control of DC motors plays a very significant role in numerous industrial applications such as steel mills, rolling mills, locomotives etc. This research work aims to derive robust and efficient speed control technique based on Proportional-Derivative (PD), Proportional Integral (PI) and Proportional-Integral-Derivative (PID) controller. Moreover, the optimization of all the mentioned controller parameters is carried out using PSO, GA, BWO and Coot techniques. PID controller is used for control applications to regulate speed and other process variables. It uses a control closed loop feedback to keep the practical output as close as the target output. However, selecting suitable parameters for the controller is challenging and therefore, this study uses PSO, GA, BWO and Coot optimization techniques to derive appropriate controller parameters. Different methodologies are proposed with the combination of PD, PI and PID controller with PSO, GA, BWO and Coot optimization technique through MATLAB simulations. The simulation demonstrates a comparative analysis of all the controllers with different optimization techniques and hence we can derive the best controller-optimization technique for speed control of DC motor.
URI: http://dspace.dtu.ac.in:8080/jspui/handle/repository/20136
Appears in Collections:M.E./M.Tech. Electrical Engineering

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