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A Study on Influence of System Parameters on Servo Pneumatic System and Multi-response Optimization using Taguchi – Grey Methodology

机译:系统参数对伺服气动系统的影响及多响应优化的影响 - 灰色方法

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摘要

Servo pneumatics is a mechatronic approach that enables accurate position control of pneumatic drives with high speed. Simulation model of the servo pneumatic system with fuzzy PD controller has been created in Matlab-Simulink software using nonlinear mathematical model of the system. The influence of supply pressure and size of the cylinder on the positioning accuracy and speed has been studied. It is observed that the supply pressure is the most influencing factor in positioning accuracy and speed compared to the size parameters of the cylinders. Further a multi-response optimization of the system parameters minimize settling time, overshoot and ITAE (Integral of time-weighed absolute error) values has been carried out using Taguchi based Grey relational analysis methodology. The optimal system characteristics have been observed when supply pressure is 0.2 MPa, diameter of the cylinder is 0.05 m and length of the cylinder is 0.15 m.
机译:伺服气动是一种机制方法,可以高速控制气动驱动器的准确位置。使用系统非线性数学模型的Matlab-Simulink软件创建了模糊PD控制器的伺服气动系统仿真模型。研究了供应压力和气缸尺寸对定位精度和速度的影响。观察到,与汽缸的尺寸参数相比,供应压力是定位精度和速度的最大影响因素。此外,系统参数的多响应优化最小化沉降时间,过冲和itaE(时间重的绝对误差的积分)已经使用基于Taguchi的灰色关系分析方法进行了。已经观察到最佳系统特性,当供应压力为0.2MPa时,圆柱的直径为0.05μm,圆柱的长度为0.15μm。

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