Variable Pitch Controller Design Based Swarm Particle Optimizing Clonal Algorithm for Wind Power Generation System
作者： Qiang Wang , Jian Sun , Jian Xiu Xiao
DOI: 10.4028/WWW.SCIENTIFIC.NET/AMM.135-136.1108
关键词:
摘要: In this paper, a new controller of the pitch angle of the wind turbine is designed based on particle swarm optimizing clonal algorithm(PSOCA), which combined the clonal selection mechanism of the immune system with the evolution equation of particle swarm optimization. The simulation results demonstrate that the proposed controller can efficiently and steady control the output power of the wind power generation system. Compared with the traditional PID controller, the controller has better control performance.
harvard.edu
sci-hub.se 参考文章(7)
Ryosei Sakamoto, Tomonobu Senjyu, Toshiaki Kaneko, Naomitsu Urasaki, Teruo Takagi, Shigeyuki Sugimoto, Hideomi Sekine, Output Power Leveling of Wind Turbine Generator by Pitch Angle Control Using H/sub /spl infin// Control ieee pes power systems conference and exposition. pp. 2044- 2049 ,(2006) , 10.1109/PSCE.2006.296239
J.G. Slootweg, W.L. Kling, Aggregated modelling of wind parks in power system dynamics simulations ieee powertech conference. ,vol. 3, pp. 626- 631 ,(2003) , 10.1109/PTC.2003.1304458
Feng Gao, Daping Xu, Yuegang Lv, Pitch-control for large-scale wind turbines based on feed forward fuzzy-PI world congress on intelligent control and automation. pp. 2277- 2282 ,(2008) , 10.1109/WCICA.2008.4593277
T. Senjyu, R. Sakamoto, N. Urasaki, T. Funabashi, H. Fujita, H. Sekine, Output power leveling of wind turbine Generator for all operating regions by pitch angle control IEEE Transactions on Energy Conversion. ,vol. 21, pp. 467- 475 ,(2006) , 10.1109/TEC.2006.874253
L.N. de Castro, F.J. Von Zuben, Learning and optimization using the clonal selection principle IEEE Transactions on Evolutionary Computation. ,vol. 6, pp. 239- 251 ,(2002) , 10.1109/TEVC.2002.1011539
SHIH-LIAN CHENG, CHYI HWANG, Designing PID controllers with a minimum IAE criterion by a differential evolution algorithm Chemical Engineering Communications. ,vol. 170, pp. 83- 115 ,(1998) , 10.1080/00986449808912737
LU Yue-gang, Feed Forward Fuzzy-PI Pitch-control for Large-scale Wind Turbines Journal of Power Engineering. ,(2008)