A Simple Reference Model Based PID Control for Wafer Scanner Systems

Qiao Zhu, Jun-Xiong Chen, Fazhi Song, Yang Liu
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引用次数: 1

Abstract

In this work, we propose a new and simple controller design based on internal model principle (IMP) and existing PID, with the implementation on a wafer stage. PID has been well applied to solve control engineering problems owing to its flexibility to handle various control tasks, and the easiness to tune PID gains for a variety of plants. However, PID may fail to achieve satisfactory tracking performance when dealing with a complex control task that is beyond a simple step reference. IMP suggests that a good control response can only be expected when the internal model of the reference is incorporated into the control loop. For a well-tuned PID, however, it is not that straightforward to incorporate the internal model of the reference into the existing PID. In this work, focusing on a real wafer stage, we explore a new control design approach, reference-model (RM)-based PID, to achieve the internal model and meanwhile retain the well-tuned PID. The new controller design for the wafer stage is achieved through several steps. First, the body plots of the experimental setup of wafer stage are acquired and a second-order approximate model is established. Second, a reference model specific in wafer stage is given and its inherent internal model is analyzed. Then, the feedback controller is constructed by concatenating the internal model and an existing PID that has been well tuned. Next, considering the low-frequency characteristic of the reference, the internal model is further modified with a simple high-pass filter such that more of high-frequency components in the tracking error could be suppressed. Finally, in experiments, more accurate tracking performance of the RM-based PID is illustrated by comparing with two classic PIDs with different bandwidths.
基于简单参考模型的晶圆扫描系统PID控制
在这项工作中,我们提出了一种基于内部模型原理(IMP)和现有PID的新的简单控制器设计,并在晶圆阶段实现。由于PID可以灵活地处理各种控制任务,并且易于对各种对象的PID增益进行整定,因此在解决控制工程问题中得到了很好的应用。然而,当处理超出简单步长参考的复杂控制任务时,PID可能无法达到令人满意的跟踪性能。IMP表明,只有当参考的内部模型被纳入控制回路时,才能预期良好的控制响应。然而,对于一个调优的PID,将参考的内部模型合并到现有PID中并不是那么简单。在这项工作中,我们专注于一个真实的晶圆阶段,探索一种新的控制设计方法,基于参考模型(RM)的PID,以实现内部模型,同时保留良好调谐的PID。晶圆级的新控制器设计是通过几个步骤实现的。首先,获取了晶圆台实验装置的体图,建立了二阶近似模型;其次,给出了特定于晶圆阶段的参考模型,并分析了其固有的内部模型。然后,通过连接内部模型和已调整好的现有PID来构造反馈控制器。其次,考虑到参考信号的低频特性,进一步利用简单的高通滤波器对内部模型进行修改,使跟踪误差中更多的高频分量得到抑制。最后,在实验中,通过与两种不同带宽的经典PID进行比较,说明了基于rm的PID具有更精确的跟踪性能。
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