Title :
Robust sensing-a technique for controlling a semiconductor device production process
Author :
Hirai, Toshiya ; Kodama, Yuetsu
fDate :
30 Sept.-2 Oct. 2003
Abstract :
This paper proposes the technique for increasing the robustness of fault detection by correctly detecting equipment faults based on a single indicator that is obtained from multiple signals instead of a single signal. The unstable conditions of the plasma CVD system can be monitored more accurately by detecting faults using a single indicator obtained from multiple signals rather than by detecting them using a single signal. In this paper, we demonstrated that robust sensing can be effective, for the fault detection and classification(FDC) method in the wafer production process, if a control model is used which is capable of detecting equipment conditions based on multiple factors.
Keywords :
fault diagnosis; plasma CVD; robust control; semiconductor device manufacture; equipment faults detection; fault classification; fault detection; multiple signals; plasma CVD system; robust sensing; robustness; semiconductor device production process; Condition monitoring; Control systems; Fault detection; Plasmas; Process control; Production; Robust control; Robustness; Semiconductor devices; Signal processing;
Conference_Titel :
Semiconductor Manufacturing, 2003 IEEE International Symposium on
Print_ISBN :
0-7803-7894-6
DOI :
10.1109/ISSM.2003.1243298