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Feedback noncausal model predictive control of wave energy converters

机译:反馈波能转换器的非共用模型预测控制

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摘要

In this paper, a novel feedback noncausal model predictive control (MPC) strategy for sea wave energy converters (WECs) is proposed, where the wave prediction information can be explicitly incorporated into the MPC strategy to improve the WEC control performance. The main novelties of the MPC strategy proposed in this paper include: (i) the recursive feasibility and robust constraints satisfaction are guaranteed without a significant increase in the computational burden; (ii) the information of short-term wave prediction is incorporated into the feedback noncausal MPC method to maximise the potential energy output; (iii) the sea condition for the WEC to safely operate in can be explicitly calculated. The proposed feedback noncausal MPC algorithm can also be extended to a wide class of control design problems, especially to the energy maximisation problems with constraints to be satisfied and subject to persistent but predictable disturbances. Numerical simulations are provided to show the efficacy of the proposed feedback noncausal MPC.
机译:在本文中,提出了一种新的反馈非共用模型预测控制(WECS),其中可以将波预测信息明确地结合到MPC策略中以提高WEC控制性能。本文提出的MPC策略的主要新科技包括:(i)保证递归可行性和稳健的约束满足,无需计算负担显着增加; (ii)短期波预测的信息纳入反馈非共同MPC方法中,以最大化势能输出; (iii)可以明确计算WEC安全运作的海关状况。所提出的反馈非共同MPC算法也可以扩展到广泛的控制设计问题,尤其是要满足的限制的能量最大化问题,并且受到持久但可预测的干扰。提供数值模拟以显示所提出的反馈非共用MPC的功效。

著录项

  • 来源
    《Control Engineering Practice》 |2019年第4期|110-120|共11页
  • 作者单位

    Queen Mary Univ London Sch Engn & Mat Sci 327 Mile End Rd London E1 4NS England;

    Queen Mary Univ London Sch Engn & Mat Sci 327 Mile End Rd London E1 4NS England;

    Kunming Univ Sci & Technol Fac Mech & Elect Engn South Jingming Rd Kunming 650500 Yunnan Peoples R China;

    Univ Sci & Technol Beijing Sch Automat & Elect Engn Xueyuan Rd Beijing 100083 Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Wave energy converters; Feedback model predictive control; Recursive feasibility; Wave predictions;

    机译:波能转换器;反馈模型预测控制;递归可行性;波预测;

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