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A PID Controller based on Wavelet Network and its Application in Ship Course Control

机译:基于小波网络的PID控制器及其在船舶航向控制中的应用

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To identify the dynamic of ship's motion at sea quickly with high accuracy,a wavelet network is proposed for ship motion identification.The wavelet network is implemented as the on-line system identifier,whose parameters are tuned at each step.By combing the advantages of the fast learning speed of wavelet network and the robustness of custom PID control,a wavelet-network-based PID controller is proposed for control applications.The simulation results of ship course control demonstrate that the proposed controller can track the setting course accurately with fast computational speed.
机译:为了快速,准确地识别海上船舶运动的动态,提出了一种小波网络用于船舶运动识别。小波网络被用作在线系统识别器,其参数在每个步骤中都得到了调整。针对小波网络的快速学习速度和自定义PID控制的鲁棒性,提出了一种基于小波网络的PID控制器用于控制应用。船舶航向控制的仿真结果表明,该控制器能够快速,准确地跟踪设定过程速度。

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