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Optimal design of power system stabilizer for power systems including doubly fed induction generator wind turbines

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  • Derafshian, Mehdi
  • Amjady, Nima

Abstract

This paper presents an evolutionary algorithm-based approach for optimal design of power system stabilizer (PSS) for multi-machine power systems that include doubly fed induction generator wind turbines. The proposed evolutionary algorithm is an improved particle swarm optimization named chaotic particle swarm optimization with passive congregation (CPSO-PC) applied for finding the optimal settings of PSS parameters. Two different eigenvalue-based objectives are combined as the objective function for the optimization problem of tuning PSS parameters. The first objective function comprises the damping factor of lightly damped electro-mechanical modes and the second one includes the damping ratio of these modes. The effectiveness of the proposed method to design PSS for the power systems including DFIG (Doubly Fed Induction Generator) is extensively demonstrated through eigenvalue analysis and time-domain simulations and also by comparing its simulation results with the results of other heuristic optimization approaches.

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  • Derafshian, Mehdi & Amjady, Nima, 2015. "Optimal design of power system stabilizer for power systems including doubly fed induction generator wind turbines," Energy, Elsevier, vol. 84(C), pages 1-14.
    • Handle: RePEc:eee:energy:v:84:y:2015:i:c:p:1-14
    DOI: 10.1016/j.energy.2015.01.115
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    References listed on IDEAS

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    1. Sawetsakulanond, B. & Kinnares, V., 2010. "Design, analysis, and construction of a small scale self-excited induction generator for a wind energy application," Energy, Elsevier, vol. 35(12), pages 4975-4985.
    2. Pichan, Mohammad & Rastegar, Hasan & Monfared, Mohammad, 2013. "Two fuzzy-based direct power control strategies for doubly-fed induction generators in wind energy conversion systems," Energy, Elsevier, vol. 51(C), pages 154-162.
    3. Saheb-Koussa, Djohra & Haddadi, Mourad & Belhamel, Maiouf & Hadji, Seddik & Nouredine, Said, 2010. "Modeling and simulation of the fixed-speed WECS (wind energy conversion system): Application to the Algerian Sahara area," Energy, Elsevier, vol. 35(10), pages 4116-4125.
    4. Hachicha, Fatma & Krichen, Lotfi, 2012. "Rotor power control in doubly fed induction generator wind turbine under grid faults," Energy, Elsevier, vol. 44(1), pages 853-861.
    5. Pican, E. & Omerdic, E. & Toal, D. & Leahy, M., 2011. "Analysis of parallel connected synchronous generators in a novel offshore wind farm model," Energy, Elsevier, vol. 36(11), pages 6387-6397.
    6. Lin, Whei-Min & Hong, Chih-Ming & Cheng, Fu-Sheng, 2010. "On-line designed hybrid controller with adaptive observer for variable-speed wind generation system," Energy, Elsevier, vol. 35(7), pages 3022-3030.
    7. Aman, M.M. & Jasmon, G.B. & Bakar, A.H.A. & Mokhlis, H., 2014. "A new approach for optimum simultaneous multi-DG distributed generation Units placement and sizing based on maximization of system loadability using HPSO (hybrid particle swarm optimization) algorithm," Energy, Elsevier, vol. 66(C), pages 202-215.
    8. Pouresmaeil, Edris & Gomis-Bellmunt, Oriol & Montesinos-Miracle, Daniel & Bergas-Jané, Joan, 2011. "Multilevel converters control for renewable energy integration to the power grid," Energy, Elsevier, vol. 36(2), pages 950-963.
    9. Seixas, M. & Melício, R. & Mendes, V.M.F., 2014. "Offshore wind turbine simulation: Multibody drive train. Back-to-back NPC (neutral point clamped) converters. Fractional-order control," Energy, Elsevier, vol. 69(C), pages 357-369.
    10. Kusiak, Andrew & Zheng, Haiyang, 2010. "Optimization of wind turbine energy and power factor with an evolutionary computation algorithm," Energy, Elsevier, vol. 35(3), pages 1324-1332.
    11. Fernandez, L.M. & Garcia, C.A. & Jurado, F., 2008. "Comparative study on the performance of control systems for doubly fed induction generator (DFIG) wind turbines operating with power regulation," Energy, Elsevier, vol. 33(9), pages 1438-1452.
    12. Menegaki, Angeliki N., 2013. "Accounting for unobserved management in renewable energy & growth," Energy, Elsevier, vol. 63(C), pages 345-355.
    13. Surinkaew, Tossaporn & Ngamroo, Issarachai, 2014. "Robust power oscillation damper design for DFIG-based wind turbine based on specified structure mixed H2/H∞ control," Renewable Energy, Elsevier, vol. 66(C), pages 15-24.
    14. Rohani, Golbarg & Nour, Mutasim, 2014. "Techno-economical analysis of stand-alone hybrid renewable power system for Ras Musherib in United Arab Emirates," Energy, Elsevier, vol. 64(C), pages 828-841.
    15. Lin, Whei-Min & Hong, Chih-Ming, 2010. "Intelligent approach to maximum power point tracking control strategy for variable-speed wind turbine generation system," Energy, Elsevier, vol. 35(6), pages 2440-2447.
    16. Petković, Dalibor & Ćojbašić, Žarko & Nikolić, Vlastimir & Shamshirband, Shahaboddin & Mat Kiah, Miss Laiha & Anuar, Nor Badrul & Abdul Wahab, Ainuddin Wahid, 2014. "Adaptive neuro-fuzzy maximal power extraction of wind turbine with continuously variable transmission," Energy, Elsevier, vol. 64(C), pages 868-874.
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    3. Humberto Verdejo & Rodrigo Torres & Victor Pino & Wolfgang Kliemann & Cristhian Becker & José Delpiano, 2019. "Tuning of Controllers in Power Systems Using a Heuristic-Stochastic Approach," Energies, MDPI, vol. 12(12), pages 1-25, June.
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    5. Debouza, Mahdi & Al-Durra, Ahmed & Errouissi, Rachid & Muyeen, S.M., 2018. "Direct power control for grid-connected doubly fed induction generator using disturbance observer based control," Renewable Energy, Elsevier, vol. 125(C), pages 365-372.

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