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Intelligent PID controller using iterative learning algorithm for active vibration controller of flexible beam

机译:迭代学习算法的智能PID控制器柔性梁主动振动控制器

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The simulation of proportional-integral derivative (PID) controller was performed within Matlab SIMULINK environment. Intelligent Iterative Learning Algorithm (ILA) was utilized to tune the parameters of PID controllers, Kp, Ki, Kd to control Active Vibration Controller (AVC) of flexible beam structure. The dynamic characteristics of flexible beam were identified using neural network algorithm. During the investigation the PID-ILA controller showed faster settling time than that of normal PID controller. PID-ILA also gave smaller mean square error of 9.34×10−4mm and compared to 5.9×10−3mm achieved using the normal PID.
机译:在Matlab SIMULINK环境中进行了比例积分微分(PID)控制器的仿真。利用智能迭代学习算法(ILA)调整PID控制器K p ,K i ,Kd的参数,以控制柔性梁结构的主动振动控制器(AVC) 。利用神经网络算法识别了柔性梁的动力特性。在研究过程中,PID-ILA控制器的建立时间比普通PID控制器的建立时间快。 PID-ILA的均方误差也较小,为9.34×10 −4 mm,与使用常规PID所获得的5.9×10 −3 mm相比。

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