Fuzzy SVM Inverter-Based Field-Oriented Control of a DFIG used in a Wind Turbine

Azzedine Khati; Taieb Bessaad; Hamza Sahraoui

doi:10.55549/epstem.1731169

EN

Fuzzy SVM Inverter-Based Field-Oriented Control of a DFIG used in a Wind Turbine

Abstract

This research paper presents an advanced control strategy for Doubly Fed Induction Generators (DFIGs) used in wind turbines (WT), focusing on the implementation of a Field-Oriented Control (FOC) method combined with a fuzzy space vector modulation (FSVM) inverter approach. The proposed FSVM inverter-based direct vector control aims to optimize the performance of the DFIG by reducing stator current harmonics and active and reactive power ripples under varying wind conditions. The control strategy utilizes the FSVM algorithm to enhance the voltage and current control of the system, ensuring improved dynamic performance and stability. The paper outlines the mathematical modeling of the DFIG system, the design of the FSVM-based control algorithm, and simulation results demonstrating the effectiveness of the approach in achieving higher efficiency and better system response compared to traditional control techniques.

Keywords

References

Khati, A., Bessaad, T., & Sahraoui,H. (2025). Fuzzy SVM inverter-based field-oriented control of a DFIG used in a wind turbine. The Eurasia Proceedings of Science, Technology, Engineering and Mathematics (EPSTEM),33, 120-129.

Details

Primary Language

English

Subjects

Electrical Machines and Drives

Journal Section

Conference Paper

Authors

Azzedine Khati This is me
Algeria

Taieb Bessaad This is me
Algeria

Hamza Sahraoui This is me
Algeria

Early Pub Date

July 1, 2025

Publication Date

July 1, 2025

Submission Date

January 22, 2025

Acceptance Date

March 2, 2025

Published in Issue

Year 2025 Volume: 33

DOI

https://doi.org/10.55549/epstem.1731169

IZ

https://izlik.org/JA34RC24FT

Cite

RIS / Bibtex

APA

Khati, A., Bessaad, T., & Sahraoui, H. (2025). Fuzzy SVM Inverter-Based Field-Oriented Control of a DFIG used in a Wind Turbine. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 33, 120-129. https://doi.org/10.55549/epstem.1731169

AMA

1.Khati A, Bessaad T, Sahraoui H. Fuzzy SVM Inverter-Based Field-Oriented Control of a DFIG used in a Wind Turbine. EPSTEM. 2025;33:120-129. doi:10.55549/epstem.1731169

Chicago

Khati, Azzedine, Taieb Bessaad, and Hamza Sahraoui. 2025. “Fuzzy SVM Inverter-Based Field-Oriented Control of a DFIG Used in a Wind Turbine”. The Eurasia Proceedings of Science Technology Engineering and Mathematics 33 (July): 120-29. https://doi.org/10.55549/epstem.1731169.

EndNote

Khati A, Bessaad T, Sahraoui H (July 1, 2025) Fuzzy SVM Inverter-Based Field-Oriented Control of a DFIG used in a Wind Turbine. The Eurasia Proceedings of Science Technology Engineering and Mathematics 33 120–129.

IEEE

[1]A. Khati, T. Bessaad, and H. Sahraoui, “Fuzzy SVM Inverter-Based Field-Oriented Control of a DFIG used in a Wind Turbine”, EPSTEM, vol. 33, pp. 120–129, July 2025, doi: 10.55549/epstem.1731169.

ISNAD

Khati, Azzedine - Bessaad, Taieb - Sahraoui, Hamza. “Fuzzy SVM Inverter-Based Field-Oriented Control of a DFIG Used in a Wind Turbine”. The Eurasia Proceedings of Science Technology Engineering and Mathematics 33 (July 1, 2025): 120-129. https://doi.org/10.55549/epstem.1731169.

JAMA

1.Khati A, Bessaad T, Sahraoui H. Fuzzy SVM Inverter-Based Field-Oriented Control of a DFIG used in a Wind Turbine. EPSTEM. 2025;33:120–129.

MLA

Khati, Azzedine, et al. “Fuzzy SVM Inverter-Based Field-Oriented Control of a DFIG Used in a Wind Turbine”. The Eurasia Proceedings of Science Technology Engineering and Mathematics, vol. 33, July 2025, pp. 120-9, doi:10.55549/epstem.1731169.

Vancouver

1.Azzedine Khati, Taieb Bessaad, Hamza Sahraoui. Fuzzy SVM Inverter-Based Field-Oriented Control of a DFIG used in a Wind Turbine. EPSTEM. 2025 Jul. 1;33:120-9. doi:10.55549/epstem.1731169