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Fuzzy Adaptive PID Control for Parallel Machine Tool

机译:并联机床模糊自适应PID控制

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摘要

The hydraulic control system, which is important composition of parallel machine tool, is a high order, nonlinear, parameter uncertain system, which seriously affect dynamic performance of machine tool, So it is very difficult to gain good performance with traditional control. By making a single-channel control of parallel machine tool as the research object, a fuzzy adaptive PID controller is proposed based on the traditional PID control and fuzzy control theory. Using the Fuzzy PID controller, PID parameters can real-time change and the system has good adaptive ability and robustness. System dynamic simulation is made by the MATLAB. Simulation results reveal that the performance of this adaptive fuzzy PID controller is much better than the conventional PID controller, even in the external disturbance and system conditions changing, this controller has the the characteristics of fast response and good robustness.
机译:液压控制系统,是并联机床重要组成,是一种高阶,非线性,参数不确定系统,严重影响机床的动态性能,因此很难通过传统控制获得良好的性能。通过对并联机床的单通道控制作为研究对象,基于传统的PID控制和模糊控制理论提出了一种模糊的自适应PID控制器。使用模糊PID控制器,PID参数可以实时变化,系统具有良好的自适应能力和鲁棒性。系统动态仿真由MATLAB制作。仿真结果表明,这种自适应模糊PID控制器的性能远优于传统的PID控制器,即使在外部干扰和系统条件变化中,该控制器也具有快速响应和良好鲁棒性的特性。

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