DocumentCode :
690659
Title :
Comprehensive configuration of wind turbine and switch capacitor in distribution network based on Bi-level programming
Author :
Lu Zhang ; Wei Tang ; Muke Bai ; Pengwei Cong ; Limei Zhang
Author_Institution :
Coll. of Inf. & Electr. Eng., China Agric. Univ., Beijing, China
fYear :
2013
fDate :
8-11 Dec. 2013
Firstpage :
1
Lastpage :
5
Abstract :
Considering gradually increase of wind turbine (WT) penetration and the reactive regulating capability of WT which is not fully utilized, this paper studies comprehensive configuration of different types of WT and switch capacity (SC). In order to account the time-sequence characteristic and randomness of load and natural resources, multi-state model is established. Bi-level Programming model adopting chance constrained programming is proposed, which considers reactive regulating ability of WT during operation. The model takes the minimum annual cost above the confidence level as the upper level planning objective function, the minimum network loss above the confidence level as lower level planning objective function. Immune-Genetic Algorithm with Elitist and adaptive PSO are applied for solving model. The simulation results show that optimal configuration of WT and SC can improve investment effectiveness of distribution network, and doubly-fed induction wind turbine is more efficient while direct-driven permanent magnet synchronous wind turbine has broad prospects.
Keywords :
asynchronous generators; genetic algorithms; particle swarm optimisation; permanent magnet generators; power capacitors; power distribution planning; power factor correction; wind turbines; adaptive PSO; bilevel programming; constrained programming; distribution network; doubly fed induction wind turbine; elitist PSO; immune genetic algorithm; particle swarm optimization; reactive regulating ability; switch capacitor; time-sequence characteristic; upper level planning objective function; Investment; Load modeling; Planning; Programming; Reactive power; Switches; Wind turbines; bi-level programming; chance constrained programming; comprehensive configuration; switch capacitor; wind turbine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power and Energy Engineering Conference (APPEEC), 2013 IEEE PES Asia-Pacific
Conference_Location :
Kowloon
Type :
conf
DOI :
10.1109/APPEEC.2013.6837162
Filename :
6837162
Link To Document :
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