Chinese Journal of Ship Research, Volume. 20, Issue 1, 203(2025)

Precise path following of underactuated ship based on neurodynamic optimization and model predictive control

Junqiao SHI1... Cheng LIU1, Weili GUO1, Ting SUN1, Xuegang WANG2 and Feng XU3 |Show fewer author(s)
Author Affiliations
  • 1Navigation College, Dalian Maritime University, Dalian 116026, China
  • 2CCCC Fourth Harbor Engineering Institute Co., Ltd, Guangzhou 510230, China
  • 3Wuhan Second Ship Design and Research Institute, Wuhan 430205, China
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    Figures & Tables(13)
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    • Table 1. Main parameters for simulation experiments

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      Table 1. Main parameters for simulation experiments

      系统类型参 数
      制导律$ \mathit{\Delta}=4 $
      $\lambda = 10$
      $\gamma = 0.001$
      $ \sigma=0.000\ 1 $
      控制器${N_{\rm{p}}} = 40$
      ${N_{\rm{c}}} = 20$
      ${\boldsymbol{Q}} = {{\boldsymbol{I}}_{{N_{\rm{p}}} \times {N_{\rm{p}}}}} \otimes \left[ 100001 \right]$
      ${\boldsymbol{R}} = {{\boldsymbol{I}}_{{N_{\rm{c}}} \times {N_{\rm{c}}}}} \otimes \left[ 0.1000.1 \right]$
    • Table 2. Calculation time of straight line path following for underactuated ship

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      Table 2. Calculation time of straight line path following for underactuated ship

      工况起始点Fmincon求解器[13]/s神经动态优化求解器/s
      直线路径跟踪$\left( 0\;\;30 \right)$239.82.6
      $\left(0\;\;70 \right)$242.12.7
    • Table 3. Calculation time of curved line path following for the underactuated ship

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      Table 3. Calculation time of curved line path following for the underactuated ship

      工况起始点Fmincon求解器[13]/s神经动态优化求解器/s
      曲线路径跟踪$\left(0\;\;50\right)$1 85819.3
      $\left( 0\;\;100 \right)$1 80518.8
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    Junqiao SHI, Cheng LIU, Weili GUO, Ting SUN, Xuegang WANG, Feng XU. Precise path following of underactuated ship based on neurodynamic optimization and model predictive control[J]. Chinese Journal of Ship Research, 2025, 20(1): 203

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    Paper Information

    Category: Motion Control

    Received: Nov. 5, 2024

    Accepted: Dec. 26, 2024

    Published Online: Mar. 13, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.04255

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