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Kalman-Filter-Based Tension Control Design for Industrial Roll-to-Roll System

机译:基于卡尔曼滤波的工业卷对卷系统张力控制设计

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This paper presents a robust and precise tension control method for a roll-to-roll (R2R) system. In R2R processing, robust and precise tension control is very important because improper web tension control leads to deterioration in the quality of web material. However, tension control is not easy because the R2R system has a model variation in which the inertia of the web in roll form is changed and external disturbances caused by web slip and crumpled web. Therefore, a disturbance observer (DOB) was proposed to achieve robustness against model variations and external disturbances. DOB is a robust control method widely used in various fields because of its simple structure and excellent performance. Moreover, the web passes through various process steps to achieve the finished product in the R2R process. Particularly, it is important to track the tension when magnitude of the tension varies during process. Feedforward (FF) controller was applied to minimize the tracking error in the transient section where tension changes. Moreover, the signal processing of a sensor using the Kalman filter (KF) in the R2R system greatly improved control performance. Finally, the effectiveness of the proposed control scheme is discussed using experimental results.
机译:本文提出了一种适用于卷对卷(R2R)系统的鲁棒且精确的张力控制方法。在R2R处理中,鲁棒且精确的张力控制非常重要,因为不正确的纤网张力控制会导致纤网材料质量下降。但是,张力控制并不容易,因为R2R系统具有模型变化,其中卷筒纸幅的惯性发生变化,并且由于纸幅打滑和弄皱的纸幅引起的外部干扰。因此,提出了一种扰动观测器(DOB)来实现对模型变化和外部扰动的鲁棒性。 DOB具有结构简单,性能优良的特点,是一种广泛应用于各个领域的鲁棒控制方法。而且,幅材经过各种工艺步骤以在R2R工艺中获得最终产品。尤其重要的是,在过程中张力大小发生变化时跟踪张力。应用前馈(FF)控制器可最大程度地减小张力变化的瞬态部分的跟踪误差。此外,R2R系统中使用卡尔曼滤波器(KF)的传感器的信号处理大大提高了控制性能。最后,利用实验结果讨论了所提出的控制方案的有效性。

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