-
2
-
-
84875001041
-
Review of recent research on data-based process monitoring
-
Z. Ge, Z. Song, and F. Gao Review of recent research on data-based process monitoring Ind Eng Chem Res 52 2013 3534 3562
-
(2013)
Ind Eng Chem Res
, vol.52
, pp. 3534-3562
-
-
Ge, Z.1
Song, Z.2
Gao, F.3
-
3
-
-
0242354134
-
Statistical process monitoring: Basics and beyond
-
S. Joe Qin Statistical process monitoring: basics and beyond J Chemom 17 2003 480 502
-
(2003)
J Chemom
, vol.17
, pp. 480-502
-
-
Joe Qin, S.1
-
4
-
-
33846781222
-
Recent developments in multivariable controller performance monitoring
-
S. Joe Qin, and J. Yu Recent developments in multivariable controller performance monitoring J Process Control 17 2007 221 227
-
(2007)
J Process Control
, vol.17
, pp. 221-227
-
-
Joe Qin, S.1
Yu, J.2
-
5
-
-
0036527052
-
An intelligent system for multivariate statistical process monitoring and diagnosis
-
E. Tatara, and A. Çinar An intelligent system for multivariate statistical process monitoring and diagnosis ISA Trans 41 2002 255 270
-
(2002)
ISA Trans
, vol.41
, pp. 255-270
-
-
Tatara, E.1
Çinar, A.2
-
6
-
-
79952448162
-
Variance sensitive adaptive threshold-based PCA method for fault detection with experimental application
-
A. Alkaya, and I. Eker Variance sensitive adaptive threshold-based PCA method for fault detection with experimental application ISA Trans 50 2011 287 302
-
(2011)
ISA Trans
, vol.50
, pp. 287-302
-
-
Alkaya, A.1
Eker, I.2
-
7
-
-
84908117989
-
A data-driven multiplicative fault diagnosis approach for automation processes
-
in press
-
Hao H, Zhang K, Ding SX, Chen Z, Lei Y. A data-driven multiplicative fault diagnosis approach for automation processes, ISA Trans, http://dx.doi.org/10.1016/j.isatra.2013.12.022, in press
-
ISA Trans
-
-
Hao, H.1
Zhang, K.2
Ding, S.X.3
Chen, Z.4
Lei, Y.5
-
8
-
-
84873855648
-
Fault detection and diagnosis in chemical processes using sensitive principal component analysis
-
Q. Jiang, X. Yan, and W. Zhao Fault detection and diagnosis in chemical processes using sensitive principal component analysis Ind Eng Chem Res 52 2013 1635 1644
-
(2013)
Ind Eng Chem Res
, vol.52
, pp. 1635-1644
-
-
Jiang, Q.1
Yan, X.2
Zhao, W.3
-
9
-
-
0026108818
-
Multivariate statistical monitoring of process operating performance
-
J.V. Kresta, J.F. Macgregor, and T.E. Marlin Multivariate statistical monitoring of process operating performance Can J Chem Eng 69 1991 35 47
-
(1991)
Can J Chem Eng
, vol.69
, pp. 35-47
-
-
Kresta, J.V.1
Macgregor, J.F.2
Marlin, T.E.3
-
10
-
-
0029252734
-
Multivariate SPC charts for monitoring batch processes
-
P. Nomikos, and J.F. MacGregor Multivariate SPC charts for monitoring batch processes Technometrics 37 1995 41 59
-
(1995)
Technometrics
, vol.37
, pp. 41-59
-
-
Nomikos, P.1
Macgregor, J.F.2
-
11
-
-
0037093020
-
Fault detection behavior and performance analysis of principal component analysis based process monitoring methods
-
H. Wang, Z. Song, and P. Li Fault detection behavior and performance analysis of principal component analysis based process monitoring methods Ind Eng Chem Res 41 2002 2455 2464
-
(2002)
Ind Eng Chem Res
, vol.41
, pp. 2455-2464
-
-
Wang, H.1
Song, Z.2
Li, P.3
-
12
-
-
7544230420
-
Graphical enhancement to support PCA-based process monitoring and fault diagnosis
-
P. Ralston, G. DePuy, and J.H. Graham Graphical enhancement to support PCA-based process monitoring and fault diagnosis ISA Trans 43 2004 639 653
-
(2004)
ISA Trans
, vol.43
, pp. 639-653
-
-
Ralston, P.1
Depuy, G.2
Graham, J.H.3
-
13
-
-
23944491236
-
An improved PCA method with application to boiler leak detection
-
X. Sun, H.J. Marquez, T.W. Chen, and M. Riaz An improved PCA method with application to boiler leak detection ISA Trans 44 2005 379 397
-
(2005)
ISA Trans
, vol.44
, pp. 379-397
-
-
Sun, X.1
Marquez, H.J.2
Chen, T.W.3
Riaz, M.4
-
14
-
-
84894068408
-
Just-in-time reorganized PCA integrated with SVDD for chemical process monitoring
-
Q. Jiang, and X. Yan Just-in-time reorganized PCA integrated with SVDD for chemical process monitoring AIChE J 60 2013 949 965
-
(2013)
AIChE J
, vol.60
, pp. 949-965
-
-
Jiang, Q.1
Yan, X.2
-
15
-
-
0030387633
-
Detection and diagnosis of abnormal batch operations based on multi-way principal component analysis World Batch Forum, Toronto, May 1996
-
P. Nomikos Detection and diagnosis of abnormal batch operations based on multi-way principal component analysis World Batch Forum, Toronto, May 1996 ISA Trans 35 1996 259 266
-
(1996)
ISA Trans
, vol.35
, pp. 259-266
-
-
Nomikos, P.1
-
17
-
-
84867006916
-
Chemical processes monitoring based on weighted principal component analysis and its application
-
Q. Jiang, and X. Yan Chemical processes monitoring based on weighted principal component analysis and its application Chemom Intell Lab Syst 119 2012 11 20
-
(2012)
Chemom Intell Lab Syst
, vol.119
, pp. 11-20
-
-
Jiang, Q.1
Yan, X.2
-
18
-
-
0041530045
-
Process monitoring based on probabilistic PCA
-
D. Kim, and I.-B. Lee Process monitoring based on probabilistic PCA Chemom Intell Lab Syst 67 2003 109 123
-
(2003)
Chemom Intell Lab Syst
, vol.67
, pp. 109-123
-
-
Kim, D.1
Lee, I.-B.2
-
19
-
-
0347243182
-
Nonlinear component analysis as a kernel eigenvalue problem
-
B. Schölkopf, A. Smola, and K.-R. Müller Nonlinear component analysis as a kernel eigenvalue problem Neural Comput 10 1998 1299 1319
-
(1998)
Neural Comput
, vol.10
, pp. 1299-1319
-
-
Schölkopf, B.1
Smola, A.2
Müller, K.-R.3
-
20
-
-
84865568980
-
Improved multi-scale kernel principal component analysis and its application for fault detection
-
Y. Zhang, S. Li, and Z. Hu Improved multi-scale kernel principal component analysis and its application for fault detection Chem Eng Res Des 90 2011 1271 1280
-
(2011)
Chem Eng Res des
, vol.90
, pp. 1271-1280
-
-
Zhang, Y.1
Li, S.2
Hu, Z.3
-
22
-
-
0000736392
-
Analysis of multiblock and hierarchical PCA and PLS models
-
J.A. Westerhuis, T. Kourti, and J.F. MacGregor Analysis of multiblock and hierarchical PCA and PLS models J Chemom 12 1998 301 321
-
(1998)
J Chemom
, vol.12
, pp. 301-321
-
-
Westerhuis, J.A.1
Kourti, T.2
Macgregor, J.F.3
-
23
-
-
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 19 2006 159 172
-
(2006)
IEEE Trans Semicond Manuf
, vol.19
, pp. 159-172
-
-
Cherry, G.A.1
Qin, S.J.2
-
24
-
-
10444237307
-
Multiblock PLS-based localized process diagnosis
-
S.W. Choi, and I.-B. Lee Multiblock PLS-based localized process diagnosis J Process Control 15 2005 295 306
-
(2005)
J Process Control
, vol.15
, pp. 295-306
-
-
Choi, S.W.1
Lee, I.-B.2
-
25
-
-
77951529123
-
Two-level multiblock statistical monitoring for plant-wide processes
-
Z. Ge, and Z. Song Two-level multiblock statistical monitoring for plant-wide processes Korean J Chem Eng 26 2009 1467 1475
-
(2009)
Korean J Chem Eng
, vol.26
, pp. 1467-1475
-
-
Ge, Z.1
Song, Z.2
-
26
-
-
34249686050
-
Modelling of multi-block data
-
A. Høskuldsson, and K. Svinning Modelling of multi-block data J Chemom 20 2006 376 385
-
(2006)
J Chemom
, vol.20
, pp. 376-385
-
-
Høskuldsson, A.1
Svinning, K.2
-
27
-
-
53349170926
-
Multi-block methods in multivariate process control
-
J. Kohonen, S.P. Reinikainen, K. Aaljoki, A. Perkiö, T. Väänänen, and A. Høskuldsson Multi-block methods in multivariate process control J Chemom 22 2008 281 287
-
(2008)
J Chemom
, vol.22
, pp. 281-287
-
-
Kohonen, J.1
Reinikainen, S.P.2
Aaljoki, K.3
Perkiö, A.4
Väänänen, T.5
Høskuldsson, A.6
-
28
-
-
0042318557
-
A framework for sequential multiblock component methods
-
A.K. Smilde, J.A. Westerhuis, and S. de Jong A framework for sequential multiblock component methods J Chemom 17 2003 323 337
-
(2003)
J Chemom
, vol.17
, pp. 323-337
-
-
Smilde, A.K.1
Westerhuis, J.A.2
De Jong, S.3
-
29
-
-
0001282938
-
On unifying multiblock analysis with application to decentralized process monitoring
-
S.J. Qin, S. Valle, and M.J. Piovoso On unifying multiblock analysis with application to decentralized process monitoring J Chemom 15 2001 715 742
-
(2001)
J Chemom
, vol.15
, pp. 715-742
-
-
Qin, S.J.1
Valle, S.2
Piovoso, M.J.3
-
30
-
-
84860444038
-
Decentralized fault diagnosis using multiblock kernel independent component analysis
-
Y. Zhang, and C. Ma Decentralized fault diagnosis using multiblock kernel independent component analysis Chem Eng Res Des 90 2012 667 676
-
(2012)
Chem Eng Res des
, vol.90
, pp. 667-676
-
-
Zhang, Y.1
Ma, C.2
-
31
-
-
84873346452
-
Distributed PCA model for plant-wide process monitoring
-
Z. Ge, and Z. Song Distributed PCA model for plant-wide process monitoring Ind Eng Chem Res 52 2013 1947 1957
-
(2013)
Ind Eng Chem Res
, vol.52
, pp. 1947-1957
-
-
Ge, Z.1
Song, Z.2
-
33
-
-
1342285571
-
Statistical process monitoring with independent component analysis
-
J.-M. Lee, C. Yoo, and I.-B. Lee Statistical process monitoring with independent component analysis J Process Control 14 2004 467 485
-
(2004)
J Process Control
, vol.14
, pp. 467-485
-
-
Lee, J.-M.1
Yoo, C.2
Lee, I.-B.3
-
37
-
-
84861191986
-
A new dissimilarity method integrating multidimensional mutual information and independent component analysis for non-Gaussian dynamic process monitoring
-
M.M. Rashid, and J. Yu A new dissimilarity method integrating multidimensional mutual information and independent component analysis for non-Gaussian dynamic process monitoring Chemom Intell Lab Syst 115 2012 44 58
-
(2012)
Chemom Intell Lab Syst
, vol.115
, pp. 44-58
-
-
Rashid, M.M.1
Yu, J.2
-
38
-
-
79958136331
-
Batch process monitoring based on support vector data description method
-
Z. Ge, F. Gao, and Z. Song Batch process monitoring based on support vector data description method J Process Control 21 2011 949 959
-
(2011)
J Process Control
, vol.21
, pp. 949-959
-
-
Ge, Z.1
Gao, F.2
Song, Z.3
-
39
-
-
0942266514
-
Support vector data description
-
D.M. Tax, and R.P. Duin Support vector data description Mach Learn 54 2004 45 66
-
(2004)
Mach Learn
, vol.54
, pp. 45-66
-
-
Tax, D.M.1
Duin, R.P.2
-
40
-
-
0027561446
-
A plant-wide industrial process control problem
-
J.J. Downs, and E.F. Vogel A plant-wide industrial process control problem Comput Chem Eng 17 1993 245 255
-
(1993)
Comput Chem Eng
, vol.17
, pp. 245-255
-
-
Downs, J.J.1
Vogel, E.F.2
-
41
-
-
0028431355
-
Base control for the Tennessee Eastman problem
-
T. McAvoy, and N. Ye Base control for the Tennessee Eastman problem Comput Chem Eng 18 1994 383 413
-
(1994)
Comput Chem Eng
, vol.18
, pp. 383-413
-
-
McAvoy, T.1
Ye, N.2
-
42
-
-
0029256836
-
Plant-wide control of the Tennessee Eastman problem
-
P.R. Lyman, and C. Georgakis Plant-wide control of the Tennessee Eastman problem Comput Chem Eng 19 1995 321 331
-
(1995)
Comput Chem Eng
, vol.19
, pp. 321-331
-
-
Lyman, P.R.1
Georgakis, C.2
-
43
-
-
77955305868
-
Nonlinear process monitoring based on linear subspace and Bayesian inference
-
Z. Ge, M. Zhang, and Z. Song Nonlinear process monitoring based on linear subspace and Bayesian inference J Process Control 20 2010 676 688
-
(2010)
J Process Control
, vol.20
, pp. 676-688
-
-
Ge, Z.1
Zhang, M.2
Song, Z.3
|