Title :
Stochastic evaluation of maximum wind installation in a radial distribution network
Author :
Chen, Peiyuan ; Bak-Jensen, Birgitte ; Chen, Zhe
Abstract :
This paper proposes an optimization algorithm to find the maximum wind installation in a radial distribution network. The algorithm imposes a limit on the amount of wind energy that can be curtailed annually. The algorithm implements the wind turbine reactive power control and wind energy curtailment using sensitivity factors. The optimization is integrated with Monte Carlo simulation to account for the stochastic behavior of load demand and wind power generation. The proposed algorithm is tested on a real 20 kV Danish distribution system in Støvring. It is demonstrated that the algorithm executes reactive compensation and energy curtailment sequentially in an effective and efficient manner.
Keywords :
Monte Carlo methods; distribution networks; optimisation; reactive power control; stochastic processes; wind turbines; Monte Carlo simulation; load demand; maximum wind installation; optimization algorithm; radial distribution network; reactive compensation; reactive power control; sensitivity factors; stochastic evaluation; voltage 20 kV; wind energy curtailment; wind turbine; Load flow; Optimization; Power cables; Reactive power; Time series analysis; Wind energy; Wind power generation; Stochastic; distribution; optimization; wind power;
Conference_Titel :
Innovative Smart Grid Technologies (ISGT Europe), 2011 2nd IEEE PES International Conference and Exhibition on
Conference_Location :
Manchester
Print_ISBN :
978-1-4577-1422-1
Electronic_ISBN :
2165-4816
DOI :
10.1109/ISGTEurope.2011.6162793