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
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