NN-IMC Control for DFIG Based Wind Power Generation System RSC

Wen Jian Si; Nan Zhang

doi:10.4028/www.scientific.net/AMM.513-517.2839

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 513-517NN-IMC Control for DFIG Based Wind Power...

NN-IMC Control for DFIG Based Wind Power Generation System RSC

Abstract:

The rotor side converter of DFIG with stator flux-oriented vector control was presented with the mathematical model created and the control structure analyzed. The neural networks internal model control was proposed in this control system which composed of NNC and NNM, the NNC was the inverse model of neural networks, which serve as controller, NNM was the positive model of neural networks, the control feature was verified with simulation.

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Periodical:

Applied Mechanics and Materials (Volumes 513-517)

Pages:

2839-2842

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.513-517.2839

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Online since:

February 2014

Authors:

Wen Jian Si*, Nan Zhang

Keywords:

Double Fed Induction Generation (DFIG), Identification, Neural Networks Internal Model Control (NNIMC), Rotor-Side Converter (RSC), Simulation

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* - Corresponding Author

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