In-Situ Fault Detection of Wafer Warpage in Lithography
Authors: | Tay Arthur, National University of Singapore, Singapore Ho Weng, National University of Singapore, Singapore Yap Christopher, National University of Singapore, Singapore Wei Chen, National University of Singapore, Singapore Tsai Kuen-Yu, Intel, United States |
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Topic: | 5.2 Manufacturing Modelling for Management and Control |
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Session: | Manufacturing Modelling, Management and Control |
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Keywords: | Feedforward Control, Temperature Control, Disturbance Signal, Fault Detection, Models |
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Abstract
Wafer warpage is common in microelectronics processing. Warped wafers can affect device performance, reliability and linewidth control in various processing steps. We proposed in this paper an in-situ fault detection technique for wafer warpage in lithography. Early detection will minimize cost and processing time. Based on first principle thermal modeling, we are able to detect warpage fault from available temperature measurements. In this paper, the use of advanced process control resulted in very small temperature disturbance making it suitable for industrial implementation. More importantly, the sensitivity for detecting warpage is not compromised even though the temperature signal is small. Experimental results demonstrate the feasibility of the approach.