DocumentCode :
2592133
Title :
Constrained Robust MultiObjective Optimization for Reactive Design in Distribution Systems
Author :
Augugliaro, A. ; Dusonchet, L. ; Favuzza, S. ; Ippolito, M.G. ; Sanseverino, E. Riva
Author_Institution :
Dipt. di Ingegneria Elettrica, Elettronica e delle Telecomunicazioni, Palermo Univ.
fYear :
2006
fDate :
11-15 June 2006
Firstpage :
1
Lastpage :
6
Abstract :
This paper presents a new formulation including robustness of solution of constrained multiobjective design or reactive power compensation. The algorithm used for optimization is the NSGA-II (non dominated sorting genetic algorithm II) with a special crowded comparison operator for constraints handling. The need for including the issue of robustness of solutions derives from the simple observation that loads are uncertain in distribution systems and their estimation is often affected by errors. In design problems it is desirable to consider the loads with a certain range of variation. In this paper the NSGA-II algorithm is applied to efficiently solve the issue and the solutions attained considering stochastic loads are compared to those considering precise loads
Keywords :
compensation; distribution networks; genetic algorithms; reactive power; stochastic processes; NSGA-II; distribution systems; multiobjective design; nondominated sorting genetic algorithm II; optimization; reactive power compensation; stochastic loads; Capacitors; Constraint optimization; Design optimization; Power systems; Reactive power; Robustness; Sorting; Stochastic systems; Uncertainty; Voltage; Multiobjective optimization; Optimal reactive power design; distribution systems; robust optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Probabilistic Methods Applied to Power Systems, 2006. PMAPS 2006. International Conference on
Conference_Location :
Stockholm
Print_ISBN :
978-91-7178-585-5
Type :
conf
DOI :
10.1109/PMAPS.2006.360313
Filename :
4202325
Link To Document :
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