DocumentCode :
3257375
Title :
Optimal reactive power dispatch based on Adaptive Invasive Weed Optimization algorithm
Author :
Nayak, M.R. ; Krishnanand, K.R. ; Rout, P.K.
Author_Institution :
Multidiscipl. Res. Cell, Siksha `O´´ Anusandhan Univ., Bhubaneswar, India
fYear :
2011
fDate :
28-30 Dec. 2011
Firstpage :
1
Lastpage :
7
Abstract :
Optimal reactive power dispatch (ORPD) is one of the important non-linear problems in power system which includes both continuous and discrete control variables satisfying both equality and inequality constraints. In this paper, Adaptive Invasive Weed Optimization (AIWO) algorithm with parallel probabilistic search method is applied for better convergence of the optimization process and simultaneously, implicit fundamentals of conventional invasive weed optimization algorithm are preserved. The proposed algorithm is used to find the optimal setting for all control variables including generator voltages, transformer taps and shunt var compensation devices. To test the efficacy of the algorithm, it is applied to IEEE 30-bus standard test system with different single objectives like real power loss minimization, voltage profile improvement and voltage stability margin enhancement separately. The simulation results reveal that the AIWO performs better in finding optimal solutions than the other recent published techniques.
Keywords :
IEEE standards; load dispatching; nonlinear programming; probability; reactive power; search problems; AIWO algorithm; IEEE 30-bus standard test system; ORPD; adaptive invasive weed optimization algorithm; continuous control variable; discrete control variable; generator voltage; optimal reactive power dispatch; parallel probabilistic search method; power loss minimization; power system nonlinear problem; shunt VAr compensation device; transformer tap; voltage profile improvement; voltage stability margin enhancement; Load flow; Minimization; Optimization; Power system stability; Propagation losses; Reactive power; Vectors; Adaptive invasive weed optimization; Optimal reactive power dispatch; real power loss minimization; voltage profile improvement; voltage stability margin enhancement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Energy, Automation, and Signal (ICEAS), 2011 International Conference on
Conference_Location :
Bhubaneswar, Odisha
Print_ISBN :
978-1-4673-0137-4
Type :
conf
DOI :
10.1109/ICEAS.2011.6147112
Filename :
6147112
Link To Document :
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