Logo image
動態Quasi MMSE回饋控制器之建構與績效分析
Thesis

動態Quasi MMSE回饋控制器之建構與績效分析

吳若華
Masters, 國立清華大學, 統計學研究所
2016

Abstract

批次控制 動態系統 Quasi MMSE控制器 製程干擾 轉換函數模型 回饋控制 run-to-run control dynamic system Quasi MMSE controller process disturbance Transfer function model feedback control
Run-to-run (R2R) control plays a vital role in monitoring or adjusting the integrated-circuit (IC) manufacturing process. Recently, a dynamic quasi MMSE (qMMSE) controller has been proposed in literature to address R2R problem when the process dynamics and disturbance dynamics exit simultaneously. The controller, however, was constructed only based on a transfer function (TF) model with the process disturbance follows an IMA(1,1) model. Therefore, its control performances on stability conditions and total mean square error (TMSE) may not perform satisfactorily when the true process disturbance follows a general ARIMA(p,1,q) model. To overcome this difficulty, this article first proposed a modified dynamic quasi MMSE (qMMSE) controller and then, the corresponding long-term stability conditions and its limiting distribution are derived. Furthermore, when the process I-O model follows a second-order transfer function (TF) model with the ARIMA(2,1,2) disturbance, we also compared the control performance of our proposed controller with that of existing controllers by using a simulation study. The results demonstrates that using wrong controllers usually cause serious effects on the performances of stability conditions and total mean square error (TMSE).

Metrics

1 Record Views

Details

Logo image