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  • 标题:Adaptive RBF -SMC control for multi-point mooring system
  • 本地全文:下载
  • 作者:Run Lu ; Guichen Zhang ; Jianqiang Shi
  • 期刊名称:MATEC Web of Conferences
  • 电子版ISSN:2261-236X
  • 出版年度:2022
  • 卷号:355
  • 页码:1-12
  • DOI:10.1051/matecconf/202235503063
  • 语种:English
  • 出版社:EDP Sciences
  • 摘要:A stable adaptive control scheme for multi-point mooring system (MPMS) with uncertain dynamics is proposed in this paper. The control scheme is designed by a hybrid controller based on RBF (Radial Basis Function) NN (Neural Network) and SMC (Sliding Mode Control), which learns the MPMS dynamic changes, and the compensation of external disturbances is realized through adaptive RBFNN control. Meanwhile the RBF-SMC control parameters are adapted by the Lyapunov method to minimize squares dynamic positioning (DP) error. The convergence of the hybrid controller is proved theoretically, and the proposed mooring control scheme is applied to the “Kantan3” mooring simulation system. Finally, the simulation results are compared with the traditional PID controller and standard RBF controller to demonstrate the effective mooring positioning performance of the control scheme for the MPMS.
  • 关键词:Multi-point mooring;Dynamic positioning;SMC;RBF
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