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Design of Intelligent Self-Tuning GA ANFIS Temperature Controller for Plastic Extrusion System

机译:塑料挤出系统智能自调理GA ANFIS温度控制器设计

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摘要

This paper develops a GA ANFIS controller design method for temperature control in plastic extrusion system. Temperature control of plastic extrusion system suffers problems related to longer settling time, couple effects, large time constants, and undesirable overshoot. The system is generally nonlinear and the temperature of the plastic extrusion system may vary over a wide range of disturbances. The system is designed with three controllers. The proposed GA ANFIS controller is the most powerful approach to retrieve the adaptiveness in the case of nonlinear system. In this research the control methods are simulated using simulink. Relatively the methodology and efficiency of the proposed method are compared with those of the traditional methods and the results obtained from GA ANFIS controller give improved performance in terms of time domain specification, set point tracking, and disturbance rejection with optimum stability.
机译:本文开发了塑料挤出系统温度控制的GA ANFIS控制器设计方法。塑料挤出系统的温度控制遭受了与更长的稳定时间,夫妇效果,大的时间常数和不期望的过冲相关的问题。该系统通常是非线性的,并且塑料挤出系统的温度可以在各种扰动中变化。该系统采用三个控制器设计。所提出的GA ANFIS控制器是在非线性系统的情况下检索自适应的最强大的方法。在本研究中,使用Simulink模拟控制方法。将所提出的方法的方法和效率与传统方法的方法进行比较,并且从GA ANFIS控制器获得的结果在时间域规格,设定点跟踪和干扰抑制方面具有改进的性能,以最佳的稳定性。

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