Combined Feedforward Control and Disturbance Rejection Control Design for a Wafer Stage: A Data-Driven Approach Based on Iterative Parameter Tuning

被引:8
作者
Cao, Mingsheng [1 ,2 ]
Bo, Yumeng [1 ,2 ]
Gao, Huibin [1 ]
机构
[1] Chinese Acad Sci, Changchun Inst Opt Fine Mech & Phys, Changchun 130033, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
来源
IEEE ACCESS | 2020年 / 8卷 / 08期
关键词
Feedforward systems; Trajectory; Tuning; Extrapolation; Task analysis; Control design; Semiconductor device modeling; Data-driven; disturbance rejection control; feedforward control; iterative parameter tuning; wafer stage; TRACKING;
D O I
10.1109/ACCESS.2020.3028379
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article presents a data-driven algorithm that combines the advantages of iterative feedforward tuning and disturbance rejection control to satisfy the precision requirements and ensure extrapolation capability of wafer scanning. The proposed algorithm differs from pre-existing algorithms in terms of its low requirement of system model, high extrapolation capability for non repetitive trajectory tracking tasks, and high tracking precision. The feedforward controller is tuned based on instrumental variables. It utilizes tracking errors from past iterations to eliminate reference-induced errors without requiring a system model. Meanwhile, the system inverse is approximated during iterative process, and then a disturbance rejection control based on iterative tuning is constructed to compensate for disturbance-induced errors. The proposed algorithm is applied to a wafer stage. The experimental results validate the effectiveness and superiority of the proposed algorithm.
引用
收藏
页码:181224 / 181232
页数:9
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