TORQUE CONTROL BY SUPPORT VECTOR MACHINES FOR A DFIG BASED MARINE CURRENT TURBINE

Omar Dahhani, Abdessalam El-Jouni and Ismail Boumhidi

References

  1. [1] S. Benelghali, R. Balme, K. Le Saux, M. E. H. Benbouzid, J. F. Charpentier, and F. Hauville, “A simulation model for the evaluation ofthe electrical power potential harnessed by a marine current turbine”, IEEE Journal of Oceanic Engineering, vol. 32, no 4, pp.786-797,Oct. 2007.
  2. [2] Seif Eddine Ben Elghali, Mohamed El Hachemi Benbouzid, Tarek Ahmed-Ali, and Jean Frédéric Charpentier, ‘High-Order SlidingMode Control of a Marine Current Turbine Driven Doubly-Fed Induction Generator’ IEEE JOURNAL OF OCEANICENGINEERING, VOL. 35, NO. 2, APRIL 2010
  3. [3] Muhammad Bashar Anwar, Mohamed Shawky El Moursi, and Weidong Xiao, “Dispatching and Frequency Control Strategies forMarine Current Turbines Based on Doubly Fed Induction Generator” IEEE transaction on sustainable energy.
  4. [4] Emre Ozkop and Ismail H. Altas, “Control, power and electrical components in wave energy conversion systems: A review of thetechnologies,” Renewable and Sustainable Energy Reviews 67 (2017), pp. 106–115.
  5. [5] W.M.J. Battena, A.S. Bahaj, A.F. Mollandb and J.R. Chaplina, “Experimentally validated numerical method for the hydrodynamicdesign of horizontal axis tidal turbines,” Ocean Engineering, 34 (2007), pp. 1013–1020.
  6. [6] Omar Dahhani, Bouchra Sefriti, Abdessalam El-Jouni and Ismail Boumhidi, “Sliding mode control for photovoltaic water pumpingsystem based on support vector machines,” Int. J. Engineering Systems Modelling and Simulation, Vol. 8, No. 4, 2016.
  7. [7] Paul A. Lynn, “Electricity from Wave and Tide, An Introduction to Marine Energy,” Imperial College London, UK, ISBN 978-1-118-34091-2 (hardback).
  8. [8] Serdar Iplikci, “A support vector machine based control application to the experimental three-tank system,” ISA Transactions 49(2010), pp.376-386.
  9. [9] Omar Dahhani, Abdeslam El Jouni, Bouchra Sefriti, and Ismail Boumhidi, “Optimal perturb and observe control for MPPT based onleast square support vector machines algorithm,” Intelligent system computer vision Int. conference (ISCV’ 15). pp. 1-7, 2015.
  10. [10] K. Tinkler, “Avoiding error when using the manning equation,” J. Geol., vol. 90, no. 3, pp. 326–328, 1982.
  11. [11] M.C. Silva, M.A. Vitola, P.T.T. Esperanca, S.H. Sphaier, C.A. Levi "Numerical simulations of wave–current flow in an oceanbasin", Applied Ocean Research 61 (2016) 32–41.
  12. [12] Alice J. Goward Brown, Simon P. Neill, Matthew J. Lewis, "Tidal energy extraction in three-dimensional ocean models", RenewableEnergy (2017), doi: 10.1016/j.renene.2017.04.032.
  13. [13] Ramona B. Barber, Michael R. Motley, "Cavitating response of passively controlled tidal turbines", Journal of Fluids and Structures 66(2016) 462–475.
  14. [14] Yiru Ren, Bingwen Liu, Tiantian Zhang, Qihong Fang, "Design and hydrodynamic analysis of horizontal axis tidal stream turbineswith winglets", ocean Engineering (2017), https://doi.org/10.1016/j.oceaneng.2017.09.038
  15. [15] S.P. Neill, et al., The wave and tidal resource of Scotland, Renewable Energy (2017), http://dx.doi.org/10.1016/j.renene.2017.03.027
  16. [16] Rose Campbell, Camille Letetrel, Alexandre Rio, André Martinez, "Methodology for estimating the French tidal current energyresource", (2017), doi: http://dx.doi.org/10.1016/j.ijome.2017.07.011
  17. [17] Alonso R, Jackson M, Santoro P, Fossati M, Solari S, Teixeira L, Wave and tidal energy resource assessment in Uruguayan shelf seas,Renewable Energy (2017), doi: 10.1016/j.renene.2017.03.074.
  18. [18] Maxime Thiébaut, Alexei Sentchev, "Tidal stream resource assessment in the Dover Strait (eastern English Channel)", InternationalJournal of Marine Energy 16 (2016) 262–278.
  19. [19] Nicole Carpman, Karin Thomas, "Tidal resource characterization in the Folda Fjord, Norway", International Journal of Marine Energy13 (2016) 27–44.
  20. [20] M. Guerra, R. Cienfuegos, J. Thomson, L. Suarez, Tidal Energy Resource Characterization in Chacao Channel, Chile, InternationalJournal of Marine Energy (2017), doi: https://doi.org/10.1016/j.ijome.2017.11.002
  21. [21] Seifeddine Benelghali, Mohamed El Hachemi Benbouzid, Jean Frédéric Charpentier, Tarek Ahmed-Ali, and Iulian Munteanu,"Experimental Validation of a Marine Current Turbine Simulator: Application to a Permanent Magnet Synchronous Generator-BasedSystem Second-Order Sliding Mode Control", IEEE Trans. Industral Electronics, Vol. 58, No. 1, January 2011.
  22. [22] Obrad Anicic, Srdjan Jovic, "Adaptive neuro-fuzzy approach for ducted tidal turbine performance estimation", Renewable andSustainable Energy Reviews 59 (2016) 1111–1116.
  23. [23] Zhibin Zhou, Franck Scuiller, Jean Frédéric Charpentier, Mohamed El Hachemi Benbouzid, TianhaoTang, "Power Control of aNonpitchable PMSG-Based Marine Current Turbine at Overrated Current Speed With Flux-Weakening Strategy" IEEE J. OceanicEngeneering.
  24. [24] Rahul Sharma and Mohammad Aldeen, ''DESIGN OF INTEGRAL SLIDING MODE OBSERVERS FOR STATE, FAULT ANDUNKNOWN INPUT RECONSTRUCTION'' Control and Intelligent Systems, Vol. 40 (2), 2012.
  25. [25] Abderrahim Frih, Zakaria Chalh, and Mostafa Mrabtin, ''WIND TURBINE: BOND GRAPH MODELLING AND SLIDING MODECONTROL, Control and Intelligent Systems, Vol. 46 (1), 2018.

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