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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS)
Hamed Torabi
University of Sistan and Baluchestan
Control & Systems Engineering Electrical & Electronics Engineering

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ANFIS based sliding mode control of a DFIG wind turbine excited by an indirect matrix converter Ahmad Khajeh; Hamed Torabi; Zahra Shabani Siahkaldeh
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 14, No 3: September 2023
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijpeds.v14.i3.pp1739-1747

Abstract

Doubly fed induction generator (DFIG) is very popular in commercial turbines installed worldwide. Indirect matrix converter (IMC) is a fully silicon-based converter without capacitor that could be used in wind turbines. In this paper a robust ANFIS based second order sliding mode controller is proposed to control the DFIG wind turbine excited by IMC converter. ANFIS is a combination of fuzzy logic control and artificial neural networks. This hybrid combination could decrease the complexity of the wind turbine system. This scheme does not need the exact mathematical model of the system as needed in classical control methods. The effectiveness of the proposed controller is verified by simulation results compared to the classical PI controller.
Co-Authors Ahmad Khajeh Zahra Shabani Siahkaldeh