Intelligent Control of Wind Conversion System based on PMSG using T-S Fuzzy Scheme

Volume: 5 Number: 4 December 1, 2015
  • Naziha Harrabi
  • Mansour Souissi
  • Abdel Aitouche
  • Mohamed Chabaane
EN

Intelligent Control of Wind Conversion System based on PMSG using T-S Fuzzy Scheme

Abstract

This paper presents a control strategy for a wind conversion system (WECS) based on permanent magnet synchronous generator (PMSG) and AC/DC converter in the objective of ensuring maximum power generation. The control aim is to track the generator speed with wind velocity variation in order to maximize the power output and enhance system performance. For this purpose, the Takagi–Sugeno (TS) fuzzy model is adopted for the WECS modeling. The control gains are calculated by solving Linear Matrix Inequalities (LMIs). Finally, numerical simulations have been presented to check the effectiveness of our approach.

Keywords

References

  1. H. Le-Huy, P. Viarouge, and J. Dickinson, “Application of power electronics in windmill generation systems,” ENERGEX’82 International Energy Conference, Regina, Canada, pp. 1080–1088, 1982.
  2. T. A. Lipo, “Variable speed generator technology options for wind turbine generators,” NASA Workshop, Cleveland, OH, May 1984.
  3. H. M. Nguyen and D. Subbaram Naidu, “Advanced control strategies for wind energy systems: an overview,” Proc. of IEEE PES Power Systems Conference and Exposition, pp. 1-8, Phoenix, AZ, USA, 2011.
  4. M. Mansour , M. N. Mansouri and M. F. Mmımouni, “ Study and control of a variable-speed wind-energy system connected to the grid”, International Journal of Renewable Energy Research (IJRER), vol. 1, no 2, pp. 96- , 2011.
  5. M. Kesraoui, N. Korichi, and A. Belkadi, “Maximum power point tracker of wind energy conversion system,” Renewable Energy, vol. 36, no. 10, pp. 2655-2662, 2011.
  6. H. Li et al., “Development of a unified design, test, and research platform for wind energy systems based on hardware-in-the-loop real time simulation,”IEEE Trans. on Industrial Electronics, vol.53, no. 4, pp. 3604-3608,
  7. A. Meharrar et al., “A variable speed wind generator maximum power tracking based on adaptive neuro-fuzzy inference system,” Expert Systems with Applications, vol. , no. 6, pp. 7659-7664, 2011.
  8. Simoes, M. Godoy, Bimal K. Bose, and Ronald J. Spiegel. "Fuzzy logic based intelligent control of a variable system." Power Electronics, IEEE Transactions on, vol 12, no. 1,pp. 87-95 ,1997. wind generation

Details

Primary Language

English

Subjects

-

Journal Section

-

Authors

Naziha Harrabi This is me

Mansour Souissi This is me

Abdel Aitouche This is me

Mohamed Chabaane This is me

Publication Date

December 1, 2015

Submission Date

February 3, 2016

Acceptance Date

-

Published in Issue

Year 2015 Volume: 5 Number: 4

APA
Harrabi, N., Souissi, M., Aitouche, A., & Chabaane, M. (2015). Intelligent Control of Wind Conversion System based on PMSG using T-S Fuzzy Scheme. International Journal Of Renewable Energy Research, 5(4), 952-960. https://izlik.org/JA69SA93AE
AMA
1.Harrabi N, Souissi M, Aitouche A, Chabaane M. Intelligent Control of Wind Conversion System based on PMSG using T-S Fuzzy Scheme. International Journal Of Renewable Energy Research. 2015;5(4):952-960. https://izlik.org/JA69SA93AE
Chicago
Harrabi, Naziha, Mansour Souissi, Abdel Aitouche, and Mohamed Chabaane. 2015. “Intelligent Control of Wind Conversion System Based on PMSG Using T-S Fuzzy Scheme”. International Journal Of Renewable Energy Research 5 (4): 952-60. https://izlik.org/JA69SA93AE.
EndNote
Harrabi N, Souissi M, Aitouche A, Chabaane M (December 1, 2015) Intelligent Control of Wind Conversion System based on PMSG using T-S Fuzzy Scheme. International Journal Of Renewable Energy Research 5 4 952–960.
IEEE
[1]N. Harrabi, M. Souissi, A. Aitouche, and M. Chabaane, “Intelligent Control of Wind Conversion System based on PMSG using T-S Fuzzy Scheme”, International Journal Of Renewable Energy Research, vol. 5, no. 4, pp. 952–960, Dec. 2015, [Online]. Available: https://izlik.org/JA69SA93AE
ISNAD
Harrabi, Naziha - Souissi, Mansour - Aitouche, Abdel - Chabaane, Mohamed. “Intelligent Control of Wind Conversion System Based on PMSG Using T-S Fuzzy Scheme”. International Journal Of Renewable Energy Research 5/4 (December 1, 2015): 952-960. https://izlik.org/JA69SA93AE.
JAMA
1.Harrabi N, Souissi M, Aitouche A, Chabaane M. Intelligent Control of Wind Conversion System based on PMSG using T-S Fuzzy Scheme. International Journal Of Renewable Energy Research. 2015;5:952–960.
MLA
Harrabi, Naziha, et al. “Intelligent Control of Wind Conversion System Based on PMSG Using T-S Fuzzy Scheme”. International Journal Of Renewable Energy Research, vol. 5, no. 4, Dec. 2015, pp. 952-60, https://izlik.org/JA69SA93AE.
Vancouver
1.Naziha Harrabi, Mansour Souissi, Abdel Aitouche, Mohamed Chabaane. Intelligent Control of Wind Conversion System based on PMSG using T-S Fuzzy Scheme. International Journal Of Renewable Energy Research [Internet]. 2015 Dec. 1;5(4):952-60. Available from: https://izlik.org/JA69SA93AE