-
1
-
-
0035253422
-
Multivariate statistical monitoring of batch processes: an industrial case study of fermentation supervision
-
Albert S., Kinley R.D. Multivariate statistical monitoring of batch processes: an industrial case study of fermentation supervision. Trends Biotechnol 2001, 19:53-62.
-
(2001)
Trends Biotechnol
, vol.19
, pp. 53-62
-
-
Albert, S.1
Kinley, R.D.2
-
2
-
-
33644990573
-
On-line batch process monitoring using MHMT-based MPCA
-
Chen J.H., Chen H.-H. On-line batch process monitoring using MHMT-based MPCA. Chem Eng Sci 2006, 61:3223-3239.
-
(2006)
Chem Eng Sci
, vol.61
, pp. 3223-3239
-
-
Chen, J.H.1
Chen, H.-H.2
-
4
-
-
10244238854
-
Fault identification for process monitoring using kernel principal component analysis
-
Cho J.-H., Lee J.-M., Choi S.W., Lee D., Lee I.-B. Fault identification for process monitoring using kernel principal component analysis. Chem Eng Sci 2005, 60:279-288.
-
(2005)
Chem Eng Sci
, vol.60
, pp. 279-288
-
-
Cho, J.-H.1
Lee, J.-M.2
Choi, S.W.3
Lee, D.4
Lee, I.-B.5
-
5
-
-
10044259622
-
Nonlinear dynamic process monitoring based on dynamic kernel PCA
-
Choi S.W., Lee I.-B. Nonlinear dynamic process monitoring based on dynamic kernel PCA. Chem Eng Sci 2004, 59:5897-5908.
-
(2004)
Chem Eng Sci
, vol.59
, pp. 5897-5908
-
-
Choi, S.W.1
Lee, I.-B.2
-
6
-
-
11144331636
-
Fault detection and identification of nonlinear processes based on KPCA
-
Choi S.W., Lee C., Lee J.-M., Park J.H., Lee I.-B. Fault detection and identification of nonlinear processes based on KPCA. Chemometr Intell Lab Syst 2005, 75:55-67.
-
(2005)
Chemometr Intell Lab Syst
, vol.75
, pp. 55-67
-
-
Choi, S.W.1
Lee, C.2
Lee, J.-M.3
Park, J.H.4
Lee, I.-B.5
-
7
-
-
0030211997
-
Batch tracking via nonlinear principal component analysis
-
Dong D., McAvoy T.J. Batch tracking via nonlinear principal component analysis. AIChE J 1996, 42:2199-2208.
-
(1996)
AIChE J
, vol.42
, pp. 2199-2208
-
-
Dong, D.1
McAvoy, T.J.2
-
8
-
-
0029720138
-
Application of multi-way principal component analysis to nuclear waste storage tank monitoring
-
Gallagher N.B., Wise B.M. Application of multi-way principal component analysis to nuclear waste storage tank monitoring. Comput Chem Eng 1996, 20:739-744.
-
(1996)
Comput Chem Eng
, vol.20
, pp. 739-744
-
-
Gallagher, N.B.1
Wise, B.M.2
-
9
-
-
0032694625
-
Supervision of fed-batch fermentations
-
Gregersen L., Jorgensen S.B. Supervision of fed-batch fermentations. Chem Eng J 1999, 75:69-76.
-
(1999)
Chem Eng J
, vol.75
, pp. 69-76
-
-
Gregersen, L.1
Jorgensen, S.B.2
-
11
-
-
0029703047
-
Experiences with industrial applications of projection methods for multivariate statistical process control
-
Kourti T., Lee J., MacGregor J.F. Experiences with industrial applications of projection methods for multivariate statistical process control. Comput Chem Eng 1996, 20:745-750.
-
(1996)
Comput Chem Eng
, vol.20
, pp. 745-750
-
-
Kourti, T.1
Lee, J.2
MacGregor, J.F.3
-
12
-
-
0028892168
-
Disturbance detection and isolation by dynamic principal component analysis
-
Ku W.F., Storer R.H., Georgakis C. Disturbance detection and isolation by dynamic principal component analysis. Chem Intell Lab Syst 1995, 30:179-196.
-
(1995)
Chem Intell Lab Syst
, vol.30
, pp. 179-196
-
-
Ku, W.F.1
Storer, R.H.2
Georgakis, C.3
-
13
-
-
2442495227
-
Fault detection of batch processes using multiway kernel principal component analysis
-
Lee J.M., Yoo C.K., Lee I.B. Fault detection of batch processes using multiway kernel principal component analysis. Comput Chem Eng 2004, 28:1837-1847.
-
(2004)
Comput Chem Eng
, vol.28
, pp. 1837-1847
-
-
Lee, J.M.1
Yoo, C.K.2
Lee, I.B.3
-
14
-
-
0346911568
-
Nonlinear process monitoring using kernel principal component analysis
-
Lee J.M., Yoo C.K., Choi S.W., Vanrolleghem P.A., Lee I.-B. Nonlinear process monitoring using kernel principal component analysis. Chem Eng Sci 2004, 59:223-234.
-
(2004)
Chem Eng Sci
, vol.59
, pp. 223-234
-
-
Lee, J.M.1
Yoo, C.K.2
Choi, S.W.3
Vanrolleghem, P.A.4
Lee, I.-B.5
-
15
-
-
0035919874
-
Process monitoring of an industrial fed-batch fermentation
-
Lennox B., Montague G.A., Hiden H.G., Kornfeld G., Goulding P.R. Process monitoring of an industrial fed-batch fermentation. Biotechnol Bioeng 2001, 74:125-135.
-
(2001)
Biotechnol Bioeng
, vol.74
, pp. 125-135
-
-
Lennox, B.1
Montague, G.A.2
Hiden, H.G.3
Kornfeld, G.4
Goulding, P.R.5
-
16
-
-
0035546347
-
Consistent dynamic PCA based on errors-in-variables subspace identification
-
Li W., Qin S.J. Consistent dynamic PCA based on errors-in-variables subspace identification. J Process Control 2001, 11:661-678.
-
(2001)
J Process Control
, vol.11
, pp. 661-678
-
-
Li, W.1
Qin, S.J.2
-
17
-
-
33645880467
-
Improved reliability in diagnosing faults using multivariate statistics
-
Lieftucht D., Kruger U., Irwin G.W. Improved reliability in diagnosing faults using multivariate statistics. Comput Chem Eng 2006, 30(5):901-912.
-
(2006)
Comput Chem Eng
, vol.30
, Issue.5
, pp. 901-912
-
-
Lieftucht, D.1
Kruger, U.2
Irwin, G.W.3
-
18
-
-
64249101035
-
Moving window kernel PCA for adaptive monitoring of nonlinear processes
-
Liu X., Kruger U., Littler T., Xie L., Wang S.-Q. Moving window kernel PCA for adaptive monitoring of nonlinear processes. Chemometr Intell Lab Syst 2009, 96:132-143.
-
(2009)
Chemometr Intell Lab Syst
, vol.96
, pp. 132-143
-
-
Liu, X.1
Kruger, U.2
Littler, T.3
Xie, L.4
Wang, S.-Q.5
-
19
-
-
30544445406
-
Two-dimensional dynamic PCA for batch process monitoring
-
Lu N., Yao Y., Gao F., Wang F. Two-dimensional dynamic PCA for batch process monitoring. AIChE J 2005, 51:3300-3304.
-
(2005)
AIChE J
, vol.51
, pp. 3300-3304
-
-
Lu, N.1
Yao, Y.2
Gao, F.3
Wang, F.4
-
21
-
-
84898970836
-
KPCA and de-noising in feature spaces
-
Mika S., Schölkopf B., Smola A.J., MJuller K.-R., Scholz M., RJatsch G. KPCA and de-noising in feature spaces. Adv Neural Inform Process Syst 1999, 11:536-542.
-
(1999)
Adv Neural Inform Process Syst
, vol.11
, pp. 536-542
-
-
Mika, S.1
Schölkopf, B.2
Smola, A.J.3
MJuller, K.-R.4
Scholz, M.5
RJatsch, G.6
-
22
-
-
0028483476
-
Monitoring batch processes using multiway principal component analysis, American Institute of Chemical Engineers
-
Nomikos P., MacGregor J.F. Monitoring batch processes using multiway principal component analysis, American Institute of Chemical Engineers. AIChE J 1994, 40:1361-1375.
-
(1994)
AIChE J
, vol.40
, pp. 1361-1375
-
-
Nomikos, P.1
MacGregor, J.F.2
-
23
-
-
0029252734
-
Multivariate SPC charts for monitoring batch processes
-
Nomikos P., MacGregor J.F. Multivariate SPC charts for monitoring batch processes. Technometrics 1995, 37:41-59.
-
(1995)
Technometrics
, vol.37
, pp. 41-59
-
-
Nomikos, P.1
MacGregor, J.F.2
-
24
-
-
0028825273
-
Multi-way partial least squares in monitoring batch processes
-
Nomikos P., MacGregor J.F. Multi-way partial least squares in monitoring batch processes. Chem Intell Lab Syst 1995, 30:97-108.
-
(1995)
Chem Intell Lab Syst
, vol.30
, pp. 97-108
-
-
Nomikos, P.1
MacGregor, J.F.2
-
25
-
-
0242354134
-
Statistical process monitoring: basics and beyond
-
Qin S.J. Statistical process monitoring: basics and beyond. J Chemometr 2003, 17:480-502.
-
(2003)
J Chemometr
, vol.17
, pp. 480-502
-
-
Qin, S.J.1
-
26
-
-
28244475768
-
A semiconductor manufacturing process control and monitoring: a fab-wide framework
-
Qin S.J., Cherry G., Good R., Wang J., Harrison C. A semiconductor manufacturing process control and monitoring: a fab-wide framework. J Process Control 2006, 16:179-191.
-
(2006)
J Process Control
, vol.16
, pp. 179-191
-
-
Qin, S.J.1
Cherry, G.2
Good, R.3
Wang, J.4
Harrison, C.5
-
29
-
-
0034621334
-
Fault detection in industrial processes using canonical variate analysis and dynamic principal component analysis
-
Russell E.L., Chiang L.H., Braatz R.D. Fault detection in industrial processes using canonical variate analysis and dynamic principal component analysis. Chem Intell Lab Syst 2000, 51:81-93.
-
(2000)
Chem Intell Lab Syst
, vol.51
, pp. 81-93
-
-
Russell, E.L.1
Chiang, L.H.2
Braatz, R.D.3
-
30
-
-
0033404122
-
Monitoring a PVC batch process with multivariate statistical process control charts
-
Tates D.J., Louwerse A.A., Smilde A.K., Koot G.L.M., Berndt H. Monitoring a PVC batch process with multivariate statistical process control charts. Ind Eng Chem Res 1998, 38:4769-4776.
-
(1998)
Ind Eng Chem Res
, vol.38
, pp. 4769-4776
-
-
Tates, D.J.1
Louwerse, A.A.2
Smilde, A.K.3
Koot, G.L.M.4
Berndt, H.5
-
31
-
-
0344944150
-
Dynamic multivariate statistical process control using subspace identification
-
Treasure R., Kruger U., Cooper J.E. Dynamic multivariate statistical process control using subspace identification. J Process Control 2004, 14:279-292.
-
(2004)
J Process Control
, vol.14
, pp. 279-292
-
-
Treasure, R.1
Kruger, U.2
Cooper, J.E.3
-
32
-
-
34347209749
-
Modified kernel Hebbian Algorithm with application to modeling of hydro-dearomatization process
-
Wang H.Q., Song Z.H., Li P. Modified kernel Hebbian Algorithm with application to modeling of hydro-dearomatization process. J Chem Ind Eng 2007, 58(6):1518-1522.
-
(2007)
J Chem Ind Eng
, vol.58
, Issue.6
, pp. 1518-1522
-
-
Wang, H.Q.1
Song, Z.H.2
Li, P.3
-
33
-
-
0000609488
-
Comparing alternative approaches for multivariate statistical analysis of batch process data
-
Westerhuis J.A., Kourti T., MacGregor F.J. Comparing alternative approaches for multivariate statistical analysis of batch process data. J Chemometr 1999, 13:397-413.
-
(1999)
J Chemometr
, vol.13
, pp. 397-413
-
-
Westerhuis, J.A.1
Kourti, T.2
MacGregor, F.J.3
-
34
-
-
0036755935
-
Critical evaluation of approaches for on-line batch process monitoring
-
Van Sprang E.N.M., Ramaker H.-J., Westerhuis J.A., Gurden S.P., Smilde A.K. Critical evaluation of approaches for on-line batch process monitoring. Chem Eng Sci 2002, 57:3979-3991.
-
(2002)
Chem Eng Sci
, vol.57
, pp. 3979-3991
-
-
Van Sprang, E.N.M.1
Ramaker, H.-J.2
Westerhuis, J.A.3
Gurden, S.P.4
Smilde, A.K.5
-
35
-
-
44749086556
-
Subspace identification for two-dimensional dynamic batch process statistical monitoring
-
Yao Y., Gao F. Subspace identification for two-dimensional dynamic batch process statistical monitoring. Chem Eng Sci 2008, 63:3411-3418.
-
(2008)
Chem Eng Sci
, vol.63
, pp. 3411-3418
-
-
Yao, Y.1
Gao, F.2
-
36
-
-
0034247164
-
Fault detection of plasma etchers using optical emission spectra
-
Yue H.H., Qin S.J., Markle R.J., Nauert C., Gatto M. Fault detection of plasma etchers using optical emission spectra. IEEE Trans Semiconductor Manuf 2000, 13:374-385.
-
(2000)
IEEE Trans Semiconductor Manuf
, vol.13
, pp. 374-385
-
-
Yue, H.H.1
Qin, S.J.2
Markle, R.J.3
Nauert, C.4
Gatto, M.5
-
37
-
-
36348941124
-
Fault detection of nonlinear processes using multiway kernel independent analysis
-
Zhang Y., Qin S.J. Fault detection of nonlinear processes using multiway kernel independent analysis. Ind Eng Chem Res 2007, 46:7780-7787.
-
(2007)
Ind Eng Chem Res
, vol.46
, pp. 7780-7787
-
-
Zhang, Y.1
Qin, S.J.2
-
38
-
-
57049177632
-
Improved nonlinear fault detection technique and statistical analysis
-
Zhang Y., Qin S.J. Improved nonlinear fault detection technique and statistical analysis. AIChE J 2008, 12:3207-3220.
-
(2008)
AIChE J
, vol.12
, pp. 3207-3220
-
-
Zhang, Y.1
Qin, S.J.2
-
39
-
-
76849100172
-
Decentralized fault diagnosis of large-scale processes using multiblock kernel partial least squares
-
Zhang Y., Zhou H., Qin S.J., Chai T.Y. Decentralized fault diagnosis of large-scale processes using multiblock kernel partial least squares. IEEE Trans Ind Inform 2010, 6:3-10.
-
(2010)
IEEE Trans Ind Inform
, vol.6
, pp. 3-10
-
-
Zhang, Y.1
Zhou, H.2
Qin, S.J.3
Chai, T.Y.4
|