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A combined control strategy of a DFIG based on a sensorless power control through modified phase-locked loop and fuzzy logic controllers

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  • Giannakis, Andreas
  • Karlis, Athanasios
  • Karnavas, Yannis L.

Abstract

This paper presents a study on a sensorless decoupled P-Q control for a doubly fed induction generator (DFIG)-based wind energy conversion system (WECS) with intelligent controllers via Matlab/Simulink. In the absence of mechanical sensors, an algorithm based on modified phase locked loop (MPLL) can estimate the rotor speed and position. An experimental validation of the proposed speed algorithm in steady state was conducted and is presented. In addition, this study focuses on the implementation of fuzzy logic controllers combined with the conventional PI (Proportional-Integral) for the adjustment of active power, reactive power, rotor speed and voltage in dc-link. The combination of fuzzy logic and PI concerns the use of the first as gain tuner of the second one, bearing in mind the significance and simultaneously the difficulty of gain finding. The simulation results of this study are presented to clarify the enhanced effectiveness of the combination of fuzzy logic with PI controllers. Finally, a comparative study between three control strategies, namely, case 1 – ‘with mechanical sensors and PI controllers’, case 2 – ‘sensorless with PI controllers’ and case 3 – ‘sensorless with fuzzy logic controllers’ was conducted and is also presented.

Suggested Citation

  • Giannakis, Andreas & Karlis, Athanasios & Karnavas, Yannis L., 2018. "A combined control strategy of a DFIG based on a sensorless power control through modified phase-locked loop and fuzzy logic controllers," Renewable Energy, Elsevier, vol. 121(C), pages 489-501.
    • Handle: RePEc:eee:renene:v:121:y:2018:i:c:p:489-501
    DOI: 10.1016/j.renene.2018.01.052
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    References listed on IDEAS

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    1. Yan, Jianhu & Lin, Heyun & Feng, Yi & Zhu, Z.Q., 2014. "Control of a grid-connected direct-drive wind energy conversion system," Renewable Energy, Elsevier, vol. 66(C), pages 371-380.
    2. Abdelhak Dida & Djilani Ben Attous, 2017. "Fuzzy logic control of grid connected DFIG system using back-to-back converters," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 8(1), pages 129-136, January.
    3. Ramirez, Dionisio & Martinez, Sergio & Carrero, Carmelo & Platero, Carlos A., 2012. "Improvements in the grid connection of renewable generators with full power converters," Renewable Energy, Elsevier, vol. 43(C), pages 90-100.
    4. Belmokhtar, K. & Doumbia, M.L. & Agbossou, K., 2014. "Novel fuzzy logic based sensorless maximum power point tracking strategy for wind turbine systems driven DFIG (doubly-fed induction generator)," Energy, Elsevier, vol. 76(C), pages 679-693.
    5. Baños, R. & Manzano-Agugliaro, F. & Montoya, F.G. & Gil, C. & Alcayde, A. & Gómez, J., 2011. "Optimization methods applied to renewable and sustainable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 1753-1766, May.
    6. Veganzones, C. & Sanchez, J.A. & Martinez, S. & Platero, C.A. & Blazquez, F. & Ramirez, D. & Arribas, J.R. & Merino, J. & Herrero, N. & Gordillo, F., 2011. "Voltage dip generator for testing wind turbines connected to electrical networks," Renewable Energy, Elsevier, vol. 36(5), pages 1588-1594.
    7. Bin Zhao & Hui Li & Mingyu Wang & Yaojun Chen & Shengquan Liu & Dong Yang & Chao Yang & Yaogang Hu & Zhe Chen, 2014. "An Optimal Reactive Power Control Strategy for a DFIG-Based Wind Farm to Damp the Sub-Synchronous Oscillation of a Power System," Energies, MDPI, vol. 7(5), pages 1-18, May.
    8. Panwar, N.L. & Kaushik, S.C. & Kothari, Surendra, 2011. "Role of renewable energy sources in environmental protection: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(3), pages 1513-1524, April.
    9. Pelletier, Francis & Masson, Christian & Tahan, Antoine, 2016. "Wind turbine power curve modelling using artificial neural network," Renewable Energy, Elsevier, vol. 89(C), pages 207-214.
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    1. Ernesto Chavero-Navarrete & Mario Trejo-Perea & Juan-Carlos Jáuregui-Correa & Roberto-Valentín Carrillo-Serrano & José-Gabriel Rios-Moreno, 2019. "Pitch Angle Optimization by Intelligent Adjusting the Gains of a PI Controller for Small Wind Turbines in Areas with Drastic Wind Speed Changes," Sustainability, MDPI, vol. 11(23), pages 1-18, November.
    2. Agha Kashkooli, M.R. & Jovanović, Milutin G., 2021. "Sensorless adaptive control of brushless doubly-fed reluctance generators for wind power applications," Renewable Energy, Elsevier, vol. 177(C), pages 932-941.
    3. Barambones, Oscar & Cortajarena, Jose A. & Calvo, Isidro & Gonzalez de Durana, Jose M. & Alkorta, Patxi & Karami-Mollaee, A., 2019. "Variable speed wind turbine control scheme using a robust wind torque estimation," Renewable Energy, Elsevier, vol. 133(C), pages 354-366.
    4. Azizi, Askar & Nourisola, Hamid & Shoja-Majidabad, Sajjad, 2019. "Fault tolerant control of wind turbines with an adaptive output feedback sliding mode controller," Renewable Energy, Elsevier, vol. 135(C), pages 55-65.

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