DocumentCode :
3475935
Title :
Probabilistic wind power penetration of power system using nonlinear predictor-corrector primal-dual interior-point method
Author :
Zhou, Wei ; Peng, Yu ; Sun, Hui
Author_Institution :
Dept. of Electr. & Electron. Eng., Dalian Univ. of Technol., Dalian
fYear :
2008
fDate :
6-9 April 2008
Firstpage :
2548
Lastpage :
2552
Abstract :
In this paper an application of the nonlinear predictor-corrector primal-dual interior-point (IP) optimization method to wind power penetration is presented. The predictor- corrector primal-dual IP method improves the performance of the pure primal-dual IP algorithm by reducing the number of matrix factorizations to a necessary minimum. However, as wind power is stochastic and fluctuated with the variation of wind speed, the deterministic analysis approach is much more conservative for the power system containing wind farms. This paper proposes a probabilistic method to calculate the wind power penetration based on the nonlinear predictor-corrector primal-dual IP method. And the PQ model for double-fed wind power generator maintaining a constant power factor has been constructed and integrated into the presented method. The optimization results of a numerical example for IEEE 118-bus demonstrate that the proposed method is validated and fast compared with the pure primal-dual IP algorithm.
Keywords :
nonlinear programming; predictor-corrector methods; probability; wind power plants; IEEE 118-bus; PQ model; constant power factor; deterministic analysis approach; double-fed wind power generator; matrix factorizations; nonlinear predictor-corrector primal-dual interior-point method; probabilistic method; probabilistic wind power penetration; wind farms; Optimization methods; Power generation; Power system analysis computing; Power system modeling; Power systems; Stochastic systems; Wind energy; Wind energy generation; Wind farms; Wind speed; Grid integration; interior-point method; nonlinear programming; optimization methods; penetration; power systems; probability; voltage stability; wind energy; wind farm planning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electric Utility Deregulation and Restructuring and Power Technologies, 2008. DRPT 2008. Third International Conference on
Conference_Location :
Nanjuing
Print_ISBN :
978-7-900714-13-8
Electronic_ISBN :
978-7-900714-13-8
Type :
conf
DOI :
10.1109/DRPT.2008.4523840
Filename :
4523840
Link To Document :
بازگشت