遥操作旋转运动梁系统多目标优化控制研究
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国家自然科学基金资助项目(11972223)


MULTI-OBJECTIVE OPTIMIZATION CONTROL OF TELEOPERATION ROTATING BEAM SYSTEM
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    摘要:

    本文以旋转运动柔性梁为对象,采用基于胞映射的多目标优化方法进行遥操作系统双边控制研究.首先建立遥操作旋转运动柔性梁系统动力学方程,其次考虑信号传输时滞和系统主从端跟踪误差信号设计主端控制器和从端控制器,并利用Lyapunov稳定性理论获得保证闭环控制系统稳定的控制增益所需要满足的条件.由于满足稳定性条件并不意味着好的控制性能,最后利用基于胞映射的多目标优化方法进行优化控制设计,得到同时满足多个不同目标的控制增益的Pareto最优解集.仿真结果表明所获得的控制增益能够有效实现遥操作系统主从端的信号跟踪,并且操作者能够及时感受到从端环境的变化.

    Abstract:

    In this paper, the rotating flexible beam is taken as the research object, and the bilateral control problem for teleoperation systems is investigated via the multiobjective optimization method based on cell mapping. Firstly, the dynamic equation of the rotating flexible beam system in teleoperation system is established. Then, the master controller and slave controller are designed considering the time delays in network transmission and the tracking error signal between the master and slave, and use the Lyapunov stability theory to obtain the conditions of control gains that must be met to ensure the stability of the closedloop control system. Finally, the stability of the system does not mean a good control performance, the multiobjective optimization method based on cell mapping is used to optimize the control design, and the optimal solution set of the control gains satisfying multiple different goals at the same time is obtained. The simulation results show that the obtained control gains can realize the effective tracking between the master and slave beam in the teleoperation system effectively, and the operator can feel the change of the environment of slave system in time.

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李小乐,陈龙祥.遥操作旋转运动梁系统多目标优化控制研究[J].动力学与控制学报,2022,20(4):74~82; Li Xiaol, Chen Longxiang. MULTI-OBJECTIVE OPTIMIZATION CONTROL OF TELEOPERATION ROTATING BEAM SYSTEM[J]. Journal of Dynamics and Control,2022,20(4):74-82.

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  • 收稿日期:2021-10-15
  • 最后修改日期:2021-11-05
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  • 在线发布日期: 2022-08-27
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