模糊逻辑在熔焊空间热控制中的应用

Z. Bingul, G. Cook, Alvin M. Strauss, K. Rashid
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引用次数: 47

摘要

对于恒流弧焊工艺,电弧电压信号的变化是作为接触管到工作距离(CTWD)变化的函数,可以用来自动控制焊接系统的焊头放置和适当的侧壁熔化。然而,电弧电压信号由于受到外界干扰,具有不确定性和噪声。在这项工作中,模糊集理论被用作一般框架来解释不确定信号并为控制提供逻辑。以脉冲气体金属弧焊(P-GMAW)为实验对象,在多种条件下实现了模糊控制器焊缝跟踪系统。目标是在存在干扰的情况下获得对跟踪误差的快速准确响应。通过一系列实验对模糊控制器的性能进行了评价。实验结果表明,在这些准则下,模糊控制器比基于信号平均和双极决策水平的方法更适合这些目的。
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Application of fuzzy logic to spatial thermal control in fusion welding
For constant current arc welding processes, the arc voltage signal variations that occur as a function of changes in the contact-tube-to-work distance (CTWD) can be used to automatically control a welding system with respect to bead placement and proper sidewall fusion. However, the arc voltage signals are uncertain and noisy because of many external disturbances. In this work, the theory of fuzzy sets was used as a general framework to interpret the uncertain are signals and provide logic for control. The fuzzy logic controller weld joint tracking system was implemented and tested with pulsed gas metal arc welds (P-GMAW) under a variety of conditions. The goal was to obtain quick and accurate response to tracking errors in the presence of disturbances. A series of experiments were conducted to evaluate the performance of the fuzzy logic controller. The experimental results show that the fuzzy logic controller was found to be suitable for these purposes and better than methods based on signal averaging and bipolar decision levels under these criteria.
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