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RBF Based Integrated ADRC Controller for a Ship Dynamic Positioning System

机译:基于RBF的船舶动态定位系统集成ADRC控制器。

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RBF based ADRC control method is used to locate the low-frequency model of the ship with strong non-linear characteristics. When the system is disturbed, ADRC can automatically compensate for the disturbance, which has strong anti-interference ability. However, it is difficult to adjust so many parameters in ADRC and the suppression of interference intensity of ADRC is limited. Using RBF Neural Network Identifier to set the parameters of ADRC can reduce the number of adjustable parameters. What's more, the simulation results demonstrate that RBF-ADRC can increase the range of interference suppression and improve the control accuracy of ship dynamic positioning system.
机译:基于RBF的ADRC控制方法用于定位具有较强非线性特性的船舶低频模型。当系统受到干扰时,ADRC可以自动对干扰进行补偿,具有很强的抗干扰能力。然而,在ADRC中难以调整这么多的参数,并且ADRC的干扰强度的抑制受到限制。使用RBF神经网络标识符设置ADRC的参数可以减少可调参数的数量。仿真结果表明,RBF-ADRC可以增加干扰抑制的范围,提高船舶动态定位系统的控制精度。

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