DocumentCode :
609421
Title :
Performance analysis of automatic generation control of a two area interconnected thermal system with nonlinear governor using PSO and DE algorithm
Author :
Ghatuari, I. ; Mishra, Nitesh ; Sahu, B.K.
Author_Institution :
Dept. of Electr. Eng., S`O´ A Univ., Bhubaneswar, India
fYear :
2013
fDate :
10-12 April 2013
Firstpage :
1262
Lastpage :
1266
Abstract :
This paper deals with design and analysis of automatic generation control (AGC) of a two area interconnected thermal power system using proportional-integral-derivative (PID) controller. In order to get realistic approach, both the areas are considered with reheat and governor with dead band which makes the system non-linear. The controller parameters are tuned by using particle swarm optimization (PSO) and differential evolution (DE) algorithms. Dynamic response of the PID controlled AGC tuned by both the algorithms are compared by applying 1% step load perturbation (SLP) in area-1.The cost function is derived by taking the area control errors (AEC) of both the areas. The system is checked for robustness by varying the parameters of the governor, turbine and reheat from -50% to +50% in steps of 25%. Based on analysis, facts & figures the system is found to be robust and performs better when tuned by the PSO algorithm.
Keywords :
automatic gain control; dynamic response; evolutionary computation; nonlinear control systems; particle swarm optimisation; power generation control; power system interconnection; thermal power stations; three-term control; AEC; DE algorithm; PID controlled AGC; PSO algorithm; SLP; area control errors; automatic generation control; cost function; differential evolution algorithm; dynamic response; nonlinear governor; particle swarm optimization algorithm; proportional-integral-derivative controller; step load perturbation; turbine; two area interconnected thermal power system; Algorithm design and analysis; Automatic generation control; Heuristic algorithms; Particle swarm optimization; Power systems; Robustness; Vectors; Automatic Generation Control; Differential Evolution; Governor with dead band; Particle Swarm Optimization; Proportional-Integral-Derivative controller;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Energy Efficient Technologies for Sustainability (ICEETS), 2013 International Conference on
Conference_Location :
Nagercoil
Print_ISBN :
978-1-4673-6149-1
Type :
conf
DOI :
10.1109/ICEETS.2013.6533568
Filename :
6533568
Link To Document :
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