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Articles

Optimal Control of DFIG Wind Energy System in Multi-machine Power System using Advanced Differential Evolution

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REFERENCES

  • S. Müller, M. Deicke, and R. W. De Doncker, “Doubly fed induction generator systems for wind turbines,” Ind. Appl. Mag. IEEE, Vol. 8, no. 3, pp. 26–33, Aug. 2002. doi: 10.1109/2943.999610
  • S. S. Murthy, B. Singh, P. K. Goel, and S. K. Tiwari, “A comparative study of fixed speed and variable speed wind energy conversion systems feeding the grid,” in Power Electronics and Drive Systems, 2007. PEDS’07. 7th International Conference on, Bangkok, 2007, pp. 736–743. IEEE.
  • B. Rabelo and W. Hofmann, “Optimal active and reactive power control with the doubly-fed induction generator in the MW-class wind-turbines,” in Power Electronics and Drive Systems, 2001. Proceedings., 2001 4th IEEE International Conference on, Bali, Vol. 1, 2001, pp. 53–58. IEEE.
  • M. Wilch, V. S. Pappala, S. N. Singh, and I. Erlich, “Reactive power generation by DFIG based wind farms with ac grid connection,” in Power Tech, Lausanne, 2007, pp. 626–632. IEEE.
  • L. Xu and Y. Wang, “Dynamic modeling and control of DFIG-based wind turbines under unbalanced network conditions,” IEEE Trans. Power Syst., Vol. 22, no. 1, pp. 314–23, Jan. 2007. doi: 10.1109/TPWRS.2006.889113
  • J. Hu and Y. He, “Reinforced control and operation of DFIG-based wind-power-generation system under unbalanced grid voltage conditions,” IEEE Trans. Energy Convers., Vol. 24, no. 4, pp. 905–15, Nov. 2009. doi: 10.1109/TEC.2008.2001434
  • M. N. Eskander and S. I. Amer, “Mitigation of voltage dips and swells in grid-connected wind energy conversion systems,” IETE J Res., Vol. 57, no. 6, pp. 515–24, Sep. 2011. doi: 10.4103/0377-2063.92267
  • P. Bauer, J. A. Ferreira, and J. Pierik, “Operation of grid-connected DFIG under unbalanced grid voltage condition,” IEEE Trans. Energy Convers., Vol. 24, no. 1, pp. 240–6, Feb. 2009. doi: 10.1109/TEC.2008.2011833
  • Y. Mishra, S. Mishra, M. Tripathy, N. Senroy, and Z. Y. Dong, “Improving stability of a DFIG-based wind power system with tuned damping controller,” IEEE Trans. Energy Convers., Vol. 24, no. 3, pp. 650–60, Sep. 2009. doi: 10.1109/TEC.2009.2016034
  • R. Pena, R. Cardenas, E. Escobar, J. Clare, and P. Wheeler, “Control strategy for a doubly-fed induction generator feeding an unbalanced grid or stand-alone load,” Electr. Power Syst. Res., Vol. 79, no. 2, pp. 355–64, Feb. 2009. doi: 10.1016/j.epsr.2008.07.005
  • Y. Tang, H. He, J. Wen, and J. Liu, “Power system stability control for a wind farm based on adaptive dynamic programming,” IEEE Trans. Smart Grid, Vol. 6, no. 1, pp. 166–77, Oct. 2015. doi: 10.1109/TSG.2014.2346740
  • F. Wu, X. Zhang, S. Member, P. Ju, and M. J. H. Sterling. “Decentralized nonlinear control of wind turbine with doubly fed induction generator,” IEEE Trans. Power Syst., Vol. 23, no. 2, pp. 613–21, Apr. 2008. doi: 10.1109/TPWRS.2008.920073
  • S. M. Muyeen, R. Takahashi, M. H. Ali, T. Murata, and J. Tamura, “Transient stability augmentation of power system including wind farms by using ECS,” IEEE Trans. Power Syst., vol. 23, no. 3, pp. 1179–87, Aug. 2008. doi: 10.1109/TPWRS.2008.920082
  • L. Wang and D. N. Truong, “Stability enhancement of DFIG-based offshore wind farm fed to a multi-machine system using a STATCOM,” IEEE Trans. Power Syst., Vol. 28, no. 3, pp. 2882–9, Mar. 2013. doi: 10.1109/TPWRS.2013.2248173
  • G. Kenne, J. D. D. Nguimfack Ndongmo, R. Fochie Kuate, and H. B. Fotsin, “An online simplified nonlinear controller for transient stabilization enhancement of DFIG in multi-machine power systems,” IEEE Trans. Automat. Contr., Vol. 60, no. 9, pp. 2464–9, Apr. 2015. doi: 10.1109/TAC.2015.2427591
  • Y. Tang, H. He, Z. Ni, J. Wen, and X. Sui, “Reactive power control of grid-connected wind farm based on adaptive dynamic programming,” Neurocomputing, Vol. 125, pp. 125–33, Feb. 2014. doi: 10.1016/j.neucom.2012.07.046
  • Y. Tang, P. Ju, S. Member, H. He, C. Qin, and F. Wu, “Optimized control of DFIG-based wind generation using sensitivity analysis and particle swarm optimization,” IEEE Trans. Smart Grid, Vol. 4, no. 1, pp. 509–20, Feb. 2013. doi: 10.1109/TSG.2013.2237795
  • Y. Mishra, S. Mishra, and F. Li, “Coordinated tuning of DFIG-based wind turbines and batteries using bacteria foraging technique for maintaining constant grid power output,” IEEE Syst. J., Vol. 6, no. 1, pp. 16–26, Sep. 2012. doi: 10.1109/JSYST.2011.2162795
  • P. Dahiya, V. Sharma, and R. N. Sharma, “Optimal generation control of interconnected power system including DFIG-based wind turbine,” IETE J. R., Vol. 61, no. 3, pp. 285–99, Mar. 2015. doi: 10.1080/03772063.2015.1019579
  • L. D. Arya, A. Koshti, and S. C. Choube, “Distributed generation planning using differential evolution accounting voltage stability consideration,” Int. J. Elec. Power Energy Syst., Vol. 42, no. 1, pp. 196–207, Nov. 2012. doi: 10.1016/j.ijepes.2012.04.011
  • N. Salvatore, A. Caponio, F. Neri, S. Stasi, and G. L. Cascella, “Optimization of delayed-state Kalman-filter-based algorithm via differential evolution for sensorless control of induction motors,” IEEE Trans. Ind. Electron., Vol. 57, no. 1, pp. 385–94, Jan. 2010. doi: 10.1109/TIE.2009.2033489
  • H. Yahia, N. Liouane, and R. Dhifaoui. “Rapid design and implementation of AC-DC converter-based dsPIC blockset using differential evolution algorithm,” IETE J. Res., Vol. 59, no. 3, pp. 239–48, Sep. 2013. doi: 10.4103/0377-2063.116085
  • Y. Wang, Z. Cai, and Q. Zhang, “Differential evolution with composite trial vector generation strategies and control parameters,” IEEE Trans. Evolutionary Computation, Vol. 15, no. 1, pp. 55–66, Feb. 2011. doi: 10.1109/TEVC.2010.2087271
  • B. Singh and S. Sharma, “Neural network based voltage and frequency controller for isolated wind power generation,” IETE J. R., Vol. 57, no. 5, pp. 467–77, Sep. 2011. doi: 10.4103/0377-2063.90174
  • V. C. Ganti, B. Singh, S. K. Aggarwal, and T. C. Kandpal, “DFIG-based wind power conversion with grid power leveling for reduced gusts,” IEEE Trans. Sustainable Energy, Vol. 3, no. 1, pp. 12–20, Jan. 2012. doi: 10.1109/TSTE.2011.2170862
  • B. Singh and S. Sharma, “DFIG based off-grid wind energy conversion systems feeding dynamic loads,” IET Power Electron., Vol. 6, no. 9, pp. 1917–26, Nov. 2013. doi: 10.1049/iet-pel.2013.0010
  • R. Khezri and H. Bevrani, “Voltage performance enhancement of DFIG-based wind farms integrated in large-scale power systems: Coordinated AVR and PSS,” Int. J. Electr. Power Energy Syst., Vol. 73, pp. 400–10, Dec. 2015. doi: 10.1016/j.ijepes.2015.05.014
  • P. Cheng and H. Nian, “Collaborative control of DFIG system during network unbalance using reduced-order generalized integrators,” IEEE Trans. Energy Convers., Vol. 30, no. 2, pp. 453–64, Jun. 2015. doi: 10.1109/TEC.2014.2363671
  • A. Mitra and D. Chatterjee, “Active power control of DFIG-based wind farm for improvement of transient stability of power systems,” IEEE Trans. Power Syst., Vol. 31, no. 1, pp. 82–93, Jan. 2015. doi: 10.1109/TPWRS.2015.2397974
  • M. F. Iacchetti, G. D. Marques, and R. Perini, “Torque ripple reduction in a DFIG-DC system by resonant current controllers,” IEEE Trans. Power Electron., Vol. 30, no. 8, pp. 4244–54, Aug. 2015. doi: 10.1109/TPEL.2014.2360211
  • B. Singh and N. K. Swami Naidu, “Direct power control of single VSC based DFIG without rotor position sensor,” IEEE Trans. Ind. Appl., Vol. 50, no. 6, pp. 4152–63, Nov. 2014. doi: 10.1109/TIA.2014.2322145
  • H. Li, et al., “Damping control strategies of inter-area low-frequency oscillation for DFIG-based wind farms integrated into a power system,” Int. J. Electr. Power Energy Syst., Vol. 61, pp. 279–87, Oct. 2014. doi: 10.1016/j.ijepes.2014.03.009
  • Y. Liu, Q. H. Wu, X. X. Zhou, and L. Jiang, “Perturbation observer based multiloop control for the DFIG-WT in multimachine power system,” IEEE Trans. Power Syst., Vol. 29, no. 6, pp. 2905–15, Nov. 2014. doi: 10.1109/TPWRS.2014.2308900
  • H. Altun and S. Sünter, “Modeling, simulation and control of wind turbine driven doubly-fed induction generator with matrix converter on the rotor side,” Electr. Eng., Vol. 95, no. 2, pp. 157–70, Jun. 2013. doi: 10.1007/s00202-012-0250-x
  • H. T. Jadhav and R. Roy, “A comprehensive review on the grid integration of doubly fed induction generator,” Int. J. Elec. Power Energy Syst., Vol. 49, pp. 8–18, Jul. 2013. doi: 10.1016/j.ijepes.2012.11.020
  • A. Kanchanaharuthai, V. Chankong, and K. A. Loparo, “Transient stability and voltage regulation in multimachine power systems Vis- à -Vis STATCOM and battery energy storage,” IEEE Trans. Power Syst., Vol. 30, no. 5, pp. 1–13, Sep. 2014.
  • F. Wu, “Modelling and Control of Wind and Wave Energy Conversion,” Ph.D. thesis submitted to University of Birmingham, Jan. 2009.
  • F. Wu, X-P. Zhang, K. Godfrey, and P. Ju. “Small signal stability analysis and optimal control of a wind turbine with doubly fed induction generator,” IET Gener. Trans. Dis., Vol. 1, no. 5, pp. 751–60, Sep. 2007. doi: 10.1049/iet-gtd:20060395
  • L. Yang, G. Y. Yang, Z. Xu, Z. Y. Dong, K. P. Wong, and X. Ma, “Optimal controller design of a doubly-fed induction generator wind turbine system for small signal stability enhancement,” IET Gener. Trans. Dis., Vol. 4, no. 5, pp. 579, May. 2010. doi: 10.1049/iet-gtd.2009.0553

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