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An extended state observer-based run to run control for semiconductor manufacturing processes
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An extended state observer-based run to run control for semiconductor manufacturing processes

Haiyan Y. Wang, Tianhong H. Pan, David Shan-Hill WongFei Tan
IEEE Transactions on Semiconductor Manufacturing, 卷.32(2), 頁碼.154-162
05/2019

摘要

double EWMA(dEWMA) exponentially weighted moving average (EWMA) extended state observer (ESO) nonlinear ESO (NLESO) Run to run (RtR) controller Electronic Optical and Magnetic Materials Condensed Matter Physics Industrial and Manufacturing Engineering Electrical and Electronic Engineering
In this paper, an extended state observer (ESO)-based run to run (RtR) controller is presented to suppress various stochastic disturbances emerging in the semiconductor manufacturing process. Using the internal model control theory, the relationship between the ESO-RtR controller and the exponentially weighted moving average (EWMA) controller, and the relationship between the ESO-RtR controller and double EWMA controller are discussed. The stable region of the proposed ESO-RtR controller is calculated and discussed by using the Jury's test. Furthermore, the ESO-RtR controller is extended to a nonlinear form (i.e., nonlinear ESO-RtR controller) to improve its disturbance compensation capability. Finally, numerical simulations and an industrial example are provided to demonstrate the effectiveness of the proposed algorithm.

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