DocumentCode :
1651019
Title :
Robust analysis and design of PID controlled AVR system using Pattern Search algorithm
Author :
Sahu, B.K. ; Mohanty, P.K. ; Panda, Siddhartha ; Mishra, Nitesh
Author_Institution :
Dept. of Electr. Eng., S´O´ A Univ., Bhubaneswar, India
fYear :
2012
Firstpage :
1
Lastpage :
6
Abstract :
This paper has been presented in keeping the view of optimal design of a Proportional-Integral-Derivative (PID) controller based on Pattern Search (PS) Optimization algorithm. In order to determine the optimum parameters of the PID controller for an automatic voltage regulator (AVR) system in a 3-ph generator this meta-heuristic algorithm is used. In this paper, the objective function is expressed as a function of Integral Time Absolute Error (ITAE), damping ratio, settling time, peak time and the peak value of the amplitude of the wave. The proposed method is found to be better than Artificial Bee Colony (ABC) algorithm with objective function as Integral Time Square Error (ITSE). It has been observed that different parameters of the AVR system such as settling time, peak time, rise time, oscillations and overshoot improve drastically. The AVR system´s results were analyzed by different methods like of transient analysis, root locus analysis and bode analysis. Moreover, the results obtained by the simulation derive that the AVR tuned by Pattern Search algorithm are highly better and robust.
Keywords :
optimisation; robust control; three-term control; voltage regulators; ABC algorithm; ITAE function; PID-controlled AVR system design; PS optimization algorithm; artificial bee colony algorithm; automatic voltage regulator; bode analysis; damping ratio; integral time absolute error function; metaheuristic algorithm; pattern search algorithm; peak time; proportional-integral-derivative controller; rise time; robust analysis; root locus analysis; settling time; transient analysis; wave amplitude peak value; Algorithm design and analysis; Damping; Generators; Robustness; Transfer functions; Tuning; Voltage control; Artificial bee colony (ABC); Automatic Voltage Regulator (AVR); Pattern Search (PS); Proportional Integral Derivative controller (PID controller);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Electronics, Drives and Energy Systems (PEDES), 2012 IEEE International Conference on
Conference_Location :
Bengaluru
Print_ISBN :
978-1-4673-4506-4
Type :
conf
DOI :
10.1109/PEDES.2012.6484294
Filename :
6484294
Link To Document :
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