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    Abstract
2012 (Vol. 4, Issue: 16)
Article Information:

Research on A Novel MPPT Control Method for Variable-Speed Wind Power Systems

T. Li, Y.X. Shen and Z.C. Ji
Corresponding Author:  T. Li 

Key words:  Maximum power point tracking, neural network, tip speed ratio, wind power systems, , ,
Vol. 4 , (16): 2712-2715
Submitted Accepted Published
March 23, 2012 April 20, 2012 August 15, 2012
Abstract:

In this study, we build up the double-dynamic models of variable speed wind power systems and design a new type Maximum Power Point Tracking (MPPT) PI-NN controller to improve the precision of the Tip Speed Ratio (TSR) tracking based on the models. Moreover, the effect of the PI-NN controller and the PILQG controller are compared based on Matlab/simulation and the results show that precision of optimal TSR tracking using PI-NN controller is higher than that using the PI-LQG controller, output value of the TSR is optimized, thus more wind energy is captured.
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  Cite this Reference:
T. Li, Y.X. Shen and Z.C. Ji, 2012. Research on A Novel MPPT Control Method for Variable-Speed Wind Power Systems.  Research Journal of Applied Sciences, Engineering and Technology, 4(16): 2712-2715.
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ISSN (Online):  2040-7467
ISSN (Print):   2040-7459
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