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Economic model predictive control of a point absorber wave energy converter

  • Yubin Jia
  • , Ke Meng
  • , Lu Dong
  • , Tongming Liu
  • , Changyin Sun
  • , Zhao Yang Dong

科研成果: 期刊稿件文章同行评审

32 引用 (Scopus)

摘要

In this paper, we propose an economic model predictive control (EMPC) strategy for the constrained optimization problem of the wave energy converter system. Unlike standard model predictive control (MPC) that uses the tracking cost function, in EMPC, a general economic cost function that directly reflects the economic objective of the system is established. In the wave energy converter (WEC), the general economic cost function aims to maximize the energy extracted from ocean waves and minimize the operation cost. The terminal equality constraint in the optimization problem is used to steer the system state to the steady-state at the end of the optimization horizon. Then the controller solves the non-convex optimization problem in real-time. The auxiliary optimization problem is used for the stability analysis, and the convergence of the system can be proved via the Lyapunov technique. Several simulation results are presented to demonstrate the effectiveness of the proposed strategy.

源语言英语
文章编号9152139
页(从-至)578-586
页数9
期刊IEEE Transactions on Sustainable Energy
12
1
DOI
出版状态已出版 - 1月 2021
已对外发布

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 7 - 经济适用的清洁能源
    可持续发展目标 7 经济适用的清洁能源
  2. 可持续发展目标 10 - 减少不平等
    可持续发展目标 10 减少不平等

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