-
1
-
-
0034325420
-
Automatic control in microelectronics manufacturing: Practices, challenges, and possibilities
-
T. F. Edgar, S. W. Butler, W. J. Campbell, C. Pfeiffer, C. Bode, S. B. Hwang, K. S. Balakrishnan, and J. Hahn, "Automatic control in microelectronics manufacturing: Practices, challenges, and possibilities," Automatica, vol.36, pp. 1567-1603, 2000.
-
(2000)
Automatica
, vol.36
, pp. 1567-1603
-
-
Edgar, T.F.1
Butler, S.W.2
Campbell, W.J.3
Pfeiffer, C.4
Bode, C.5
Hwang, S.B.6
Balakrishnan, K.S.7
Hahn, J.8
-
2
-
-
0001067412
-
A comparison of principal component analysis, multiway principal component analysis, trilinear decomposition and parallel factor analysis for fault detection in a semiconductor etch process
-
B. M. Wise, N. B. Gallagher, S. W. Butler, D. D. White, Jr, and G. G. Barna, "A comparison of principal component analysis, multiway principal component analysis, trilinear decomposition and parallel factor analysis for fault detection in a semiconductor etch process," J. Chemometr., vol.13, pp. 379-396, 1999.
-
(1999)
J. Chemometr.
, vol.13
, pp. 379-396
-
-
Wise, B.M.1
Gallagher, N.B.2
Butler, S.W.3
White Jr., D.D.4
Barna, G.G.5
-
3
-
-
33646731122
-
Multiblock principal component analysis based on a combined index for semiconductor fault detection and diagnosis
-
G. A. Cherry and S. J. Qin, "Multiblock principal component analysis based on a combined index for semiconductor fault detection and diagnosis," IEEE Trans. Semicond. Manuf., vol.19, pp. 159-172, 2006.
-
(2006)
IEEE Trans. Semicond. Manuf.
, vol.19
, pp. 159-172
-
-
Cherry, G.A.1
Qin, S.J.2
-
4
-
-
0032144398
-
Subspace approach to multidimensional fault identification and reconstruction
-
R. Dunia and S. J. Qin, "Subspace approach to multidimensional fault identification and reconstruction," AIChE J., vol.44, pp. 1813-1831, 1998.
-
(1998)
AIChE J.
, vol.44
, pp. 1813-1831
-
-
Dunia, R.1
Qin, S.J.2
-
5
-
-
0029252734
-
Multivariate spc charts for monitoring batch process
-
P. Nomikos and J. F. MacGregor, "Multivariate spc charts for monitoring batch process," Technometrics, vol.37, pp. 41-59, 1995.
-
(1995)
Technometrics
, vol.37
, pp. 41-59
-
-
Nomikos, P.1
MacGregor, J.F.2
-
6
-
-
33645389475
-
Evaluation of a pattern matching method for the Tennessee Eastman challenge process
-
A. Singhai and D. E. Seborg, "Evaluation of a pattern matching method for the Tennessee Eastman challenge process," J. Process Contr., vol.16, pp. 601-613, 2006.
-
(2006)
J. Process Contr.
, vol.16
, pp. 601-613
-
-
Singhai, A.1
Seborg, D.E.2
-
7
-
-
53649087137
-
Robust partial least squares regression: Part I, algorithmic developments
-
U. Kruger, Y. Zhou, X. Wang, D. Rooney, and J. Thompson, "Robust partial least squares regression: Part I, algorithmic developments," J. Chemometr., vol.22, pp. 1-13, 2008.
-
(2008)
J. Chemometr.
, vol.22
, pp. 1-13
-
-
Kruger, U.1
Zhou, Y.2
Wang, X.3
Rooney, D.4
Thompson, J.5
-
8
-
-
53649090056
-
Robust partial least squares regression: Part II, newalgorithmic and benchmark studies
-
U. Kruger, Y. Zhou, X. Wang, D. Rooney, and J. Thompson, "Robust partial least squares regression: Part II, newalgorithmic and benchmark studies," J. Chemometr., vol.22, pp. 14-22, 2008.
-
(2008)
J. Chemometr.
, vol.22
, pp. 14-22
-
-
Kruger, U.1
Zhou, Y.2
Wang, X.3
Rooney, D.4
Thompson, J.5
-
9
-
-
14644427213
-
A new fault diagnosis method using fault directions in Fisher discriminant analysis
-
Q. P. He, J. Wang, and S. J. Qin, "A new fault diagnosis method using fault directions in Fisher discriminant analysis," AIChE J., vol.51, pp. 555-571, 2005.
-
(2005)
AIChE J.
, vol.51
, pp. 555-571
-
-
He, Q.P.1
Wang, J.2
Qin, S.J.3
-
10
-
-
0344222193
-
Adaptive batch monitoring using hierarchical PCA
-
S. Rännar, J. F. MacGregor, and S. Wold, "Adaptive batch monitoring using hierarchical PCA," Chem. Intel. Lab. Syst., vol.41, pp. 73-81, 1998.
-
(1998)
Chem. Intel. Lab. Syst.
, vol.41
, pp. 73-81
-
-
Rännar, S.1
MacGregor, J.F.2
Wold, S.3
-
12
-
-
0037695279
-
-
Singapore: World Scientific
-
J. Suykens, T. Van Gestel, J. De Brabanter, B. De Moor, and J. Vandewalle, Least Squares Support Vector Machines. Singapore: World Scientific, 2002.
-
(2002)
Least Squares Support Vector Machines
-
-
Suykens, J.1
Van Gestel, T.2
De Brabanter, J.3
De Moor, B.4
Vandewalle, J.5
-
13
-
-
33749472827
-
Kernel classifier with adaptive structure and fixed memory for process diagnosis
-
H. Q.Wang, P. Li, F. R. Gao, Z. H. Song, and S. X. Ding, "Kernel classifier with adaptive structure and fixed memory for process diagnosis," AIChE J., vol.52, pp. 3515-3531, 2006.
-
(2006)
AIChE J.
, vol.52
, pp. 3515-3531
-
-
Wang, H.Q.1
Li, P.2
Gao, F.R.3
Song, Z.H.4
Ding, S.X.5
-
14
-
-
0347243182
-
Nonlinear component analysis as a kernel eigenvalue problem
-
B. Schölkopf, A. J. Smola, and K. Müller, "Nonlinear component analysis as a kernel eigenvalue problem," Neural Comput., vol.10, pp. 1000-1016, 1998.
-
(1998)
Neural Comput.
, vol.10
, pp. 1000-1016
-
-
Schölkopf, B.1
Smola, A.J.2
Müller, K.3
-
15
-
-
11144331636
-
Fault detection and identification of nonlinear processes based on kernel PCA
-
S. W. Choi, C. K. Lee, J. M. Lee, J. H. Park, and I. B. Lee, "Fault detection and identification of nonlinear processes based on kernel PCA," Chem. Intel. Lab. Syst., vol.75, pp. 55-67, 2005.
-
(2005)
Chem. Intel. Lab. Syst.
, vol.75
, pp. 55-67
-
-
Choi, S.W.1
Lee, C.K.2
Lee, J.M.3
Park, J.H.4
Lee, I.B.5
-
16
-
-
40449133038
-
Nonlinear multivariate quality estimation and prediction based on kernel partial least squares
-
X. Zhang, W. W. Yan, and H. L. Shao, "Nonlinear multivariate quality estimation and prediction based on kernel partial least squares," Ind. Eng. Chem. Res., vol.47, pp. 1120-1131, 2008.
-
(2008)
Ind. Eng. Chem. Res.
, vol.47
, pp. 1120-1131
-
-
Zhang, X.1
Yan, W.W.2
Shao, H.L.3
-
17
-
-
36148959019
-
Improved kernel principal component analysis for fault detection
-
P. Cui, J. H. Li, and G. Z. Wang, "Improved kernel principal component analysis for fault detection," Expert Syst. Applicat., vol.34, pp. 1210-1219, 2008.
-
(2008)
Expert Syst. Applicat.
, vol.34
, pp. 1210-1219
-
-
Cui, P.1
Li, J.H.2
Wang, G.Z.3
-
18
-
-
14044252742
-
One-class support vector machines- an application in machine fault detection and classification
-
H. J. Shin, D. H. Eom, and S. S. Kim, "One-class support vector machines- an application in machine fault detection and classification," Comput. Ind. Eng., vol.48, pp. 395-408, 2005.
-
(2005)
Comput. Ind. Eng.
, vol.48
, pp. 395-408
-
-
Shin, H.J.1
Eom, D.H.2
Kim, S.S.3
-
19
-
-
0942266514
-
Support vector domain description
-
D. M. J. Tax and R. P. W. Duin, "Support vector domain description," Machine Learn., vol.54, pp. 45-66, 2004.
-
(2004)
Machine Learn
, vol.54
, pp. 45-66
-
-
Tax, D.M.J.1
Duin, R.P.W.2
-
20
-
-
52449116108
-
Fault detection using the k-Nearest neighbor rule for semiconductor manufacturing processes
-
Q. P. He and J. Wang, "Fault detection using the k-Nearest neighbor rule for semiconductor manufacturing processes," IEEE Trans. Semicond. Manuf., vol.20, pp. 345-354, 2007.
-
(2007)
IEEE Trans. Semicond. Manuf.
, vol.20
, pp. 345-354
-
-
He, Q.P.1
Wang, J.2
-
21
-
-
52649119206
-
Statistical- Based monitoring of multivariate non-Gaussian systems
-
X. Q. Liu, L. Xie, U. Kruger, T. Littler, and S. Q. Wang, "Statistical- Based monitoring of multivariate non-Gaussian systems," AIChE J., vol.54, pp. 2379-2391, 2008.
-
(2008)
AIChE J.
, vol.54
, pp. 2379-2391
-
-
Liu, X.Q.1
Xie, L.2
Kruger, U.3
Littler, T.4
Wang, S.Q.5
-
22
-
-
67249116501
-
A novel statistical-based monitoring approach for complex multivariate processes
-
Z. Q. Ge, L. Xie, and Z. H. Song, "A novel statistical-based monitoring approach for complex multivariate processes," Ind. Eng. Chem. Res., vol.48, pp. 4892-4898, 2009.
-
(2009)
Ind. Eng. Chem. Res.
, vol.48
, pp. 4892-4898
-
-
Ge, Z.Q.1
Xie, L.2
Song, Z.H.3
-
23
-
-
0037086546
-
Dimension reduction of process dynamic trends using independent component analysis
-
R. F. Li and X. Z. Wang, "Dimension reduction of process dynamic trends using independent component analysis," Comput. Chem. Eng., vol.26, pp. 467-473, 2002.
-
(2002)
Comput. Chem. Eng.
, vol.26
, pp. 467-473
-
-
Li, R.F.1
Wang, X.Z.2
-
24
-
-
0037394190
-
Monitoring independent components for fault detection
-
M. Kano, S. Tanaka, S. Hasebe, I. Hashimoto, and H. Ohno, "Monitoring independent components for fault detection," AIChE J., vol.49, pp. 969-976, 2003.
-
(2003)
AIChE J.
, vol.49
, pp. 969-976
-
-
Kano, M.1
Tanaka, S.2
Hasebe, S.3
Hashimoto, I.4
Ohno, H.5
-
25
-
-
1942468131
-
Evolution of multivariate statistical process control: Application of independent component analysis and external analysis
-
M. Kano, S. Hasebe, I. Hashimoto, and H. Ohno, "Evolution of multivariate statistical process control: Application of independent component analysis and external analysis," Comput. Chem. Eng., vol.28, pp. 1157-1166, 2004.
-
(2004)
Comput. Chem. Eng.
, vol.28
, pp. 1157-1166
-
-
Kano, M.1
Hasebe, S.2
Hashimoto, I.3
Ohno, H.4
-
26
-
-
1342285571
-
Statistical process monitoring with independent component analysis
-
J. M. Lee, C. K. Yoo, and I. B. Lee, "Statistical process monitoring with independent component analysis," J. Process Contr., vol.14, pp. 467-485, 2004.
-
(2004)
J. Process Contr.
, vol.14
, pp. 467-485
-
-
Lee, J.M.1
Yoo, C.K.2
Lee, I.B.3
-
27
-
-
33749473097
-
Fault detection and diagnosis based on modified independent component analysis
-
J. M. Lee, S. J. Qin, and I. B. Lee, "Fault detection and diagnosis based on modified independent component analysis," AIChE J., vol.52, pp. 3501-3514, 2006.
-
(2006)
AIChE J.
, vol.52
, pp. 3501-3514
-
-
Lee, J.M.1
Qin, S.J.2
Lee, I.B.3
-
28
-
-
34247109083
-
Process monitoring based on independent component analysis-principal component analysis (ICA-PCA) and similarity factors
-
Z. Q. Ge and Z. H. Song, "Process monitoring based on independent component analysis-principal component analysis (ICA-PCA) and similarity factors," Ind. Eng. Chem. Res., vol.46, pp. 2054-2063, 2007.
-
(2007)
Ind. Eng. Chem. Res.
, vol.46
, pp. 2054-2063
-
-
Ge, Z.Q.1
Song, Z.H.2
-
29
-
-
4944253785
-
Statistical process control charts for batch operations based on independent component analysis
-
H. Albazzaz and X. Z. Wang, "Statistical process control charts for batch operations based on independent component analysis," Ind. Eng. Chem. Res., vol.43, pp. 6731-6741, 2004.
-
(2004)
Ind. Eng. Chem. Res.
, vol.43
, pp. 6731-6741
-
-
Albazzaz, H.1
Wang, X.Z.2
|