IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v166y2020icp108-116.html
   My bibliography  Save this article

Fast economic model predictive control for marine current turbine generator system

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148120318887
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2020.11.136?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    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. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Denny, Eleanor, 2009. "The economics of tidal energy," Energy Policy, Elsevier, vol. 37(5), pages 1914-1924, May.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Rourke, Fergal O. & Boyle, Fergal & Reynolds, Anthony, 2010. "Marine current energy devices: Current status and possible future applications in Ireland," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(3), pages 1026-1036, April.
    2. O'Rourke, Fergal & Boyle, Fergal & Reynolds, Anthony, 2010. "Tidal current energy resource assessment in Ireland: Current status and future update," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3206-3212, December.
    3. Nachtane, M. & Tarfaoui, M. & Goda, I. & Rouway, M., 2020. "A review on the technologies, design considerations and numerical models of tidal current turbines," Renewable Energy, Elsevier, vol. 157(C), pages 1274-1288.
    4. Qian, Peng & Feng, Bo & Liu, Hao & Tian, Xiange & Si, Yulin & Zhang, Dahai, 2019. "Review on configuration and control methods of tidal current turbines," Renewable and Sustainable Energy Reviews, Elsevier, vol. 108(C), pages 125-139.
    5. Liu, Hong-wei & Ma, Shun & Li, Wei & Gu, Hai-gang & Lin, Yong-gang & Sun, Xiao-jing, 2011. "A review on the development of tidal current energy in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(2), pages 1141-1146, February.
    6. Jha, Sunil Kr. & Bilalovic, Jasmin & Jha, Anju & Patel, Nilesh & Zhang, Han, 2017. "Renewable energy: Present research and future scope of Artificial Intelligence," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 297-317.
    7. O Rourke, Fergal & Boyle, Fergal & Reynolds, Anthony, 2010. "Tidal energy update 2009," Applied Energy, Elsevier, vol. 87(2), pages 398-409, February.
    8. Ramos, V. & Carballo, R. & Álvarez, M. & Sánchez, M. & Iglesias, G., 2014. "A port towards energy self-sufficiency using tidal stream power," Energy, Elsevier, vol. 71(C), pages 432-444.
    9. Jenkins, Lekelia Danielle & Dreyer, Stacia Jeanne & Polis, Hilary Jacqueline & Beaver, Ezra & Kowalski, Adam A. & Linder, Hannah L. & McMillin, Thomas Neal & McTiernan, Kaylie Laura & Rogier, Thea The, 2018. "Human dimensions of tidal energy: A review of theories and frameworks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 97(C), pages 323-337.
    10. Engeland, Kolbjørn & Borga, Marco & Creutin, Jean-Dominique & François, Baptiste & Ramos, Maria-Helena & Vidal, Jean-Philippe, 2017. "Space-time variability of climate variables and intermittent renewable electricity production – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 600-617.
    11. Segura, E. & Morales, R. & Somolinos, J.A. & López, A., 2017. "Techno-economic challenges of tidal energy conversion systems: Current status and trends," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 536-550.
    12. Li, Binghui & de Queiroz, Anderson Rodrigo & DeCarolis, Joseph F. & Bane, John & He, Ruoying & Keeler, Andrew G. & Neary, Vincent S., 2017. "The economics of electricity generation from Gulf Stream currents," Energy, Elsevier, vol. 134(C), pages 649-658.
    13. Mohammadi, S. & Hassanalian, M. & Arionfard, H. & Bakhtiyarov, S., 2020. "Optimal design of hydrokinetic turbine for low-speed water flow in Golden Gate Strait," Renewable Energy, Elsevier, vol. 150(C), pages 147-155.
    14. Kai-Wern Ng & Wei-Haur Lam & Khai-Ching Ng, 2013. "2002–2012: 10 Years of Research Progress in Horizontal-Axis Marine Current Turbines," Energies, MDPI, vol. 6(3), pages 1-30, March.
    15. Lam, Wei-Haur & Bhatia, Aalisha, 2013. "Folding tidal turbine as an innovative concept toward the new era of turbines," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 463-473.
    16. Li, Wei & Zhou, Hongbin & Liu, Hongwei & Lin, Yonggang & Xu, Quankun, 2016. "Review on the blade design technologies of tidal current turbine," Renewable and Sustainable Energy Reviews, Elsevier, vol. 63(C), pages 414-422.
    17. Heras-Saizarbitoria, Iñaki & Zamanillo, Ibon & Laskurain, Iker, 2013. "Social acceptance of ocean wave energy: A case study of an OWC shoreline plant," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 515-524.
    18. Lyhne, Ivar & Aaen, Sara Bjørn & Nielsen, Helle & Kørnøv, Lone & Larsen, Sanne Vammen, 2018. "Citizens’ self-mobilization, motivational factors, and the group of most engaged citizens: The case of a radioactive waste repository in Denmark," Land Use Policy, Elsevier, vol. 72(C), pages 433-442.
    19. Hogan, Jessica L. & Warren, Charles R. & Simpson, Michael & McCauley, Darren, 2022. "What makes local energy projects acceptable? Probing the connection between ownership structures and community acceptance," Energy Policy, Elsevier, vol. 171(C).
    20. Ioannidis, Romanos & Koutsoyiannis, Demetris, 2020. "A review of land use, visibility and public perception of renewable energy in the context of landscape impact," Applied Energy, Elsevier, vol. 276(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:renene:v:166:y:2020:i:c:p:108-116. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.