Article ID: | iaor20051589 |
Country: | United Kingdom |
Volume: | 32 |
Issue: | 6 |
Start Page Number: | 473 |
End Page Number: | 480 |
Publication Date: | Dec 2004 |
Journal: | OMEGA |
Authors: | Su Chao-Ton, Hsu Chun-Chin |
In recent years, the exponential-weighted-moving-average (EWMA) statistic based controllers are popular in semiconductor manufacturing. However, the single EWMA controller is not sufficient for compensating for the wear-out process. Thus, a double EWMA controller was proposed to enhance the capability for controlling the drifting process. In the literature, in the solution of the double EWMA controller, only the “trade-off” solution weights are used to tune the controller. However, it is a fixed weight tuning method, and it is known that a time-varying weight will produce a superior performance over that of a fixed one. Therefore, this study aims to develop a heuristic time-varying weights tuning methods for the double EWMA controller. The numerical results showed that the proposed time-varying tuning method possesses an improvement of least 10% over that of the fixed weight scheme.