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http://dx.doi.org/10.5370/KIEE.2014.63.8.1092

Grid-based Output Control for Wind Farm Using PSO  

Moon, Il Kwon (Dept. of Control & Robot Engineering, Kunsan National University)
Joo, Young Hoon (Dept. of Control & Robot Engineering, Kunsan National University)
Publication Information
The Transactions of The Korean Institute of Electrical Engineers / v.63, no.8, 2014 , pp. 1092-1097 More about this Journal
Abstract
In this paper, we propose the grid-based output control method for wind farm. To do this, we propose the output control method using the PSO(Particle Swarm Optimization) algorithm. Secondly, we propose the method for detecting the harmonics using STFT(Short-Time Fourier Transform) algorithm. And last, we propose the method for compensating the harmonics using neural network. Finally, we show the effectiveness and feasibility of the proposed method though some simulations.
Keywords
Wind farm; Grid-based control; Particle swarm optimization; Short-time Fourier transform;
Citations & Related Records
Times Cited By KSCI : 6  (Citation Analysis)
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1 H. C. Sung, Y. H. Joo, and J. B. Park, "Switching digital fuzzy controller for hybrid generation system for using wind and photovoltaic energy," Journal of Korean Institute of Intelligent Systems(in Korean), vol. 16, no. 6, pp. 670-676, 2006, 12.   과학기술학회마을   DOI   ScienceOn
2 Y. S. Choi, D. N. Yu, H. H. Choi, J. W. Jung, "A Study on the Gain Scheduling Speed Controller of Permanent Magnet Synchronous Generators for MW-Class Direct-Driven Wind Turbine Systems," Journal of the Korean Institute of Illuminating and Electrical Installation Engineers(in Korean), Vol. 25, No. 8, pp.48-59, 2011. 8.   과학기술학회마을   DOI   ScienceOn
3 S. Morimoto, H. Nakayama, M. Sanada, and Y. Takeda, "Sensorless output maximization control for variable-speed wind generation system using IPMSG," IEEE Trans. on Ind. Applications, Vol. 2, No. 2, pp.159-166, Apr. 2011.
4 한전, "신재생발전기 계통연계기준," 2010, 06.
5 Z. L. Gaing, "A particle swarm optimization approach for optimum design of PID controller in AVR system," IEEE Trans. on Energy Conversion, Vol. 19, No. 2, pp. 384-391, 2004.   DOI   ScienceOn
6 H. C. Sung, J. B. Park, and Y. H. Joo, "Robust Observer-based Fuzzy Control for Variable Speed Wind Power System: LMI Approach", International Journal of Control, Automation, and Systems, Vol. 9, No. 6, pp. 1103-1110, 2011, 9.   과학기술학회마을   DOI
7 E-On Netz, "Grid code; high and extra high voltage", E-One Netz GmbH, Bayreuth, 2006, 4.
8 A. D. Hansen, "Centralised power control of wind farm with doubly fed induction generators," Renewable Energy, Vol. 31, No. 7, pp. 935-951, 2006.   DOI   ScienceOn
9 D. Xiang and L. Ran, "Coordinated control of an HVDC link and doubly fed induction generators in a large offshore wind farm," IEEE Trans. on power Delivery, Vol. 21, No. 1, pp. 463-471, 2006.   DOI   ScienceOn
10 L. Moran, I. Pastorini, J. Dixon and R. Wallace, "Series active power filter compensates current harmonics and voltage unbalance simultaneously," IEE Proc.-Gener. Trans. Distrib., Vol 147, No. 1, pp.31-36, 2000.   DOI   ScienceOn
11 H. C. Sung, M. H. Tak, and Y. H. Joo, "Robust fuzzy controller for mitigating the fluctuation of wind power generator in wind farm," Journal of Control, Robotics, and Systems(in Korean), Vol. 19, No. 1, pp. 34-39, 2013, 01.   과학기술학회마을   DOI   ScienceOn
12 J. K. Kim and Y. H. Joo, "Fuzzy modeling and stability analysis of wind power system with doubly-fed induction generator," Journal of Korean Institute of Intelligent Systems(in Korean), Vol. 22, Vol. 1, pp. 56-61, 2012, 01.   과학기술학회마을   DOI   ScienceOn
13 H. C. Sung, J. B. Park, and Y. H. Joo, "Robust observer-based fuzzy control for variable speed wind power system: LMI approach," Int. Journal of Control, Automation, and Systems, Vol. 9, No. 6, pp. 1103-1110, 2011, 12.   과학기술학회마을   DOI