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Fast economic model predictive control for marine current turbine generator system

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  • Teng, Yiming
  • Hu, Dewen
  • Wu, Feng
  • Zhang, Ridong
  • Gao, Furong

Abstract

This paper considers the optimal operation of the ocean current turbine power generation system. Based on the model construction of the ocean current turbine system, the model predictive control strategy with economic indicators as the main consideration and the system focusing on real-time control issues are used. It is known that the quadratic form complicates the process to be solved, thereby increasing the solution time. For some complex formulation settings, although the system optimization problem can be solved more effectively, the complexity of the system is increased and the calculation time is increased. Therefore, this paper considers an optimal control that can be obtained fast enough for real-time optimization of the feedback scheme. The economic model predictive control framework is proposed in the paper, with the sensitivity components to solve the formulation, and the paper also consider an iterative optimization algorithm to enhance and improve the response speed of the system without affecting the economics of the system. Finally, all of these concepts are demonstrated on a detailed case study of a marine current turbine generator system.

Suggested Citation

  • Teng, Yiming & Hu, Dewen & Wu, Feng & Zhang, Ridong & Gao, Furong, 2020. "Fast economic model predictive control for marine current turbine generator system," Renewable Energy, Elsevier, vol. 166(C), pages 108-116.
    • Handle: RePEc:eee:renene:v:166:y:2020:i:c:p:108-116
    DOI: 10.1016/j.renene.2020.11.136
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    References listed on IDEAS

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    1. Bahaj, A.S & Myers, L.E, 2003. "Fundamentals applicable to the utilisation of marine current turbines for energy production," Renewable Energy, Elsevier, vol. 28(14), pages 2205-2211.
    2. Xiaobing Kong & Lele Ma & Xiangjie Liu & Mohamed Abdelkarim Abdelbaky & Qian Wu, 2020. "Wind Turbine Control Using Nonlinear Economic Model Predictive Control over All Operating Regions," Energies, MDPI, vol. 13(1), pages 1-21, January.
    3. Wustenhagen, Rolf & Wolsink, Maarten & Burer, Mary Jean, 2007. "Social acceptance of renewable energy innovation: An introduction to the concept," Energy Policy, Elsevier, vol. 35(5), pages 2683-2691, May.
    4. Bahaj, A.S. & Molland, A.F. & Chaplin, J.R. & Batten, W.M.J., 2007. "Power and thrust measurements of marine current turbines under various hydrodynamic flow conditions in a cavitation tunnel and a towing tank," Renewable Energy, Elsevier, vol. 32(3), pages 407-426.
    5. Denny, Eleanor, 2009. "The economics of tidal energy," Energy Policy, Elsevier, vol. 37(5), pages 1914-1924, May.
    6. Gu, Ya-jing & Lin, Yong-gang & Xu, Quan-kun & Liu, Hong-wei & Li, Wei, 2018. "Blade-pitch system for tidal current turbines with reduced variation pitch control strategy based on tidal current velocity preview," Renewable Energy, Elsevier, vol. 115(C), pages 149-158.
    7. Joselin Herbert, G.M. & Iniyan, S. & Sreevalsan, E. & Rajapandian, S., 2007. "A review of wind energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(6), pages 1117-1145, August.
    8. Martinopoulos, G. & Tsalikis, G., 2018. "Diffusion and adoption of solar energy conversion systems – The case of Greece," Energy, Elsevier, vol. 144(C), pages 800-807.
    9. Elasha, Faris & Mba, David & Togneri, Michael & Masters, Ian & Teixeira, Joao Amaral, 2017. "A hybrid prognostic methodology for tidal turbine gearboxes," Renewable Energy, Elsevier, vol. 114(PB), pages 1051-1061.
    10. Falcão, António F. de O., 2010. "Wave energy utilization: A review of the technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(3), pages 899-918, April.
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