-
1
-
-
0000226493
-
A serial extension of multiblock PLS
-
Berglund A., and Wold S. A serial extension of multiblock PLS. Journal of Chemometrics 13 (1999) 461-471
-
(1999)
Journal of Chemometrics
, vol.13
, pp. 461-471
-
-
Berglund, A.1
Wold, S.2
-
2
-
-
0030196364
-
Stacked regression
-
Breiman L. Stacked regression. Machine Learning 24 (1996) 49-64
-
(1996)
Machine Learning
, vol.24
, pp. 49-64
-
-
Breiman, L.1
-
3
-
-
33645311553
-
Multi-phase principal component analysis for batch processes modeling
-
Camacho J., and Picó J. Multi-phase principal component analysis for batch processes modeling. Chemometrics and Intelligent Laboratory Systems 81 (2006) 127-136
-
(2006)
Chemometrics and Intelligent Laboratory Systems
, vol.81
, pp. 127-136
-
-
Camacho, J.1
Picó, J.2
-
4
-
-
33750361533
-
Online monitoring of batch processes using multi-phase principal component analysis
-
Camacho J., and Picó J. Online monitoring of batch processes using multi-phase principal component analysis. Journal of Process Control 16 (2006) 1021-1035
-
(2006)
Journal of Process Control
, vol.16
, pp. 1021-1035
-
-
Camacho, J.1
Picó, J.2
-
5
-
-
57149098240
-
Multi-phase analysis framework for handling batch process data
-
10.1002/cem.1151
-
Camacho J., Picó J., and Ferrer A. Multi-phase analysis framework for handling batch process data. Journal of Chemometrics (2008) 10.1002/cem.1151
-
(2008)
Journal of Chemometrics
-
-
Camacho, J.1
Picó, J.2
Ferrer, A.3
-
6
-
-
53649083927
-
Bilinear modeling of batch processes. Part I: Theoretical discussion
-
10.1002/cem.1113
-
Camacho J., Picó J., and Ferrer A. Bilinear modeling of batch processes. Part I: Theoretical discussion. Journal of Chemometrics (2008) 10.1002/cem.1113
-
(2008)
Journal of Chemometrics
-
-
Camacho, J.1
Picó, J.2
Ferrer, A.3
-
7
-
-
0035118878
-
A generalization of principal component analysis to K sets of variables
-
Casin P. A generalization of principal component analysis to K sets of variables. Computer Statistical and Data Analysis 35 (2001) 417-428
-
(2001)
Computer Statistical and Data Analysis
, vol.35
, pp. 417-428
-
-
Casin, P.1
-
8
-
-
0037039540
-
On-line batch process monitoring using dynamic PCA and dynamic PLS models
-
Chen J., and Liu K.C. On-line batch process monitoring using dynamic PCA and dynamic PLS models. Chemical Engineering Science 57 (2002) 63-75
-
(2002)
Chemical Engineering Science
, vol.57
, pp. 63-75
-
-
Chen, J.1
Liu, K.C.2
-
9
-
-
0043256723
-
A method for predicting future observations in the monitoring of a batch process
-
Cho H.W., and Kim K.J. A method for predicting future observations in the monitoring of a batch process. Journal of Quality Technology 35 (2003) 59-69
-
(2003)
Journal of Quality Technology
, vol.35
, pp. 59-69
-
-
Cho, H.W.1
Kim, K.J.2
-
10
-
-
10444237307
-
Multiblock PLS-based localized process diagnosis
-
Choi S.W., and Lee I.B. Multiblock PLS-based localized process diagnosis. Journal of Process Control 15 (2005) 295-306
-
(2005)
Journal of Process Control
, vol.15
, pp. 295-306
-
-
Choi, S.W.1
Lee, I.B.2
-
11
-
-
35648993555
-
Online monitoring of multi-phase batch processes using phase-based multivariate statistical process control
-
Doan X.T., and Srinivasan R. Online monitoring of multi-phase batch processes using phase-based multivariate statistical process control. Computers and Chemical Engineering 32 (2008) 230-243
-
(2008)
Computers and Chemical Engineering
, vol.32
, pp. 230-243
-
-
Doan, X.T.1
Srinivasan, R.2
-
12
-
-
0030211997
-
Batch tracking via nonlinear principal component analysis
-
Dong D., and McAvoy T.J. Batch tracking via nonlinear principal component analysis. AIChE Journal 42 (1996) 2199-2208
-
(1996)
AIChE Journal
, vol.42
, pp. 2199-2208
-
-
Dong, D.1
McAvoy, T.J.2
-
13
-
-
0043015539
-
Nonlinear principal component analysis-based on principal component curves and neural networks
-
Dong D., and McAvoy T.J. Nonlinear principal component analysis-based on principal component curves and neural networks. Computers and Chemical Engineering 20 (1996) 65-78
-
(1996)
Computers and Chemical Engineering
, vol.20
, pp. 65-78
-
-
Dong, D.1
McAvoy, T.J.2
-
14
-
-
60649091206
-
Multivariate statistical estimation of product quality in the industrial batch production of a resin
-
Cancun
-
Facco P., Olivi M., Rebuscini C., Bezzo F., and Barolo M. Multivariate statistical estimation of product quality in the industrial batch production of a resin. Dycops, 2007, vol. 2. Cancun (2007) 93-98
-
(2007)
Dycops, 2007, vol. 2
, pp. 93-98
-
-
Facco, P.1
Olivi, M.2
Rebuscini, C.3
Bezzo, F.4
Barolo, M.5
-
15
-
-
11144325691
-
Partial least-squares regression: A tutorial
-
Geladi P., and Kowalski B.R. Partial least-squares regression: A tutorial. Analytica Chimica Acta 185 (1986) 1-17
-
(1986)
Analytica Chimica Acta
, vol.185
, pp. 1-17
-
-
Geladi, P.1
Kowalski, B.R.2
-
16
-
-
0000997154
-
Supervision of bioprocesses using a dynamic time warping algorithm
-
Gollmer K., and Posten C. Supervision of bioprocesses using a dynamic time warping algorithm. Control Engineering and Practice 4 (1996) 1287-1295
-
(1996)
Control Engineering and Practice
, vol.4
, pp. 1287-1295
-
-
Gollmer, K.1
Posten, C.2
-
18
-
-
0018503842
-
Control procedures for residuals associated with principal component analysis
-
Jackson J.E., and Mudholkar G.S. Control procedures for residuals associated with principal component analysis. Technometrics 21 (1979) 341-349
-
(1979)
Technometrics
, vol.21
, pp. 341-349
-
-
Jackson, J.E.1
Mudholkar, G.S.2
-
22
-
-
0032045464
-
Synchronization of batch trajectories using dynamic time warping
-
Kassidas A., MacGregor J.F., and Taylor P.A. Synchronization of batch trajectories using dynamic time warping. AIChE Journal 44 (1998) 864-875
-
(1998)
AIChE Journal
, vol.44
, pp. 864-875
-
-
Kassidas, A.1
MacGregor, J.F.2
Taylor, P.A.3
-
25
-
-
0029357005
-
Analysis, monitoring and fault diagnosis of batch processes using multiblock and multiway PLS
-
Kourti T., Nomikos P., and MacGregor J.F. Analysis, monitoring and fault diagnosis of batch processes using multiblock and multiway PLS. Journal of Process Control 5 (1995) 277-284
-
(1995)
Journal of Process Control
, vol.5
, pp. 277-284
-
-
Kourti, T.1
Nomikos, P.2
MacGregor, J.F.3
-
26
-
-
0037282647
-
Multivariate dynamic data modeling for analysis and statistical process control of batch processes, start-ups and grade transitions
-
Kourti T. Multivariate dynamic data modeling for analysis and statistical process control of batch processes, start-ups and grade transitions. Journal of Chemometrics 17 (2003) 93-109
-
(2003)
Journal of Chemometrics
, vol.17
, pp. 93-109
-
-
Kourti, T.1
-
27
-
-
1642516079
-
Abnormal situation detection, three way data and projection methods-Robust data archiving and modeling for industrial applications
-
Kourti T. Abnormal situation detection, three way data and projection methods-Robust data archiving and modeling for industrial applications. Annual Reviews in Control 27 (2003) 131-138
-
(2003)
Annual Reviews in Control
, vol.27
, pp. 131-138
-
-
Kourti, T.1
-
28
-
-
18844397336
-
Application of latent variable methods to process control and multivariate statistical process control in industry
-
Kourti T. Application of latent variable methods to process control and multivariate statistical process control in industry. International Journal of Adaptation and Control Signal Processing 19 (2005) 213-246
-
(2005)
International Journal of Adaptation and Control Signal Processing
, vol.19
, pp. 213-246
-
-
Kourti, T.1
-
30
-
-
0037457689
-
Monitoring of a sequencing batch reactor using adaptive multiblock principal component analysis
-
Lee D.S., and Vanrolleghem P.A. Monitoring of a sequencing batch reactor using adaptive multiblock principal component analysis. Biotechnology and Bioengineering 82 (2003) 489-497
-
(2003)
Biotechnology and Bioengineering
, vol.82
, pp. 489-497
-
-
Lee, D.S.1
Vanrolleghem, P.A.2
-
31
-
-
0034661266
-
Nonlinear dynamic principal component analysis for on-line process monitoring and diagnosis
-
Lin W.L., Qian Y., and Li X.X. Nonlinear dynamic principal component analysis for on-line process monitoring and diagnosis. Computers and Chemical Engineering 24 (2000) 423-429
-
(2000)
Computers and Chemical Engineering
, vol.24
, pp. 423-429
-
-
Lin, W.L.1
Qian, Y.2
Li, X.X.3
-
32
-
-
53649095499
-
Fault detection and classification for a two-stage batch process
-
10.1002/cem.1149
-
Liu J., and Wong D.S.H. Fault detection and classification for a two-stage batch process. Chemometrics (2008) 10.1002/cem.1149
-
(2008)
Chemometrics
-
-
Liu, J.1
Wong, D.S.H.2
-
33
-
-
19844382757
-
Stage-based process analysis and quality prediction for batch processes
-
Lu N., and Gao F. Stage-based process analysis and quality prediction for batch processes. Industrial and Engineering Chemistry Research 44 (2005) 3547-3555
-
(2005)
Industrial and Engineering Chemistry Research
, vol.44
, pp. 3547-3555
-
-
Lu, N.1
Gao, F.2
-
34
-
-
33646390395
-
Stage-based online quality control for batch processes
-
Lu N., and Gao F. Stage-based online quality control for batch processes. Industrial and Engineering Chemistry Research 45 (2006) 2272-2280
-
(2006)
Industrial and Engineering Chemistry Research
, vol.45
, pp. 2272-2280
-
-
Lu, N.1
Gao, F.2
-
35
-
-
1042268071
-
Sub-PCA modeling and on-line monitoring strategy for batch processes
-
Lu N., Gao F., and Wang F. Sub-PCA modeling and on-line monitoring strategy for batch processes. AIChE Journal 50 (2004) 255-259
-
(2004)
AIChE Journal
, vol.50
, pp. 255-259
-
-
Lu, N.1
Gao, F.2
Wang, F.3
-
36
-
-
2942672193
-
PCA-based modeling and on-line monitoring strategy for uneven-length batch processes
-
Lu N., Gao F., Yang Y., and Wang F. PCA-based modeling and on-line monitoring strategy for uneven-length batch processes. Industrial Engineering and Chemical Research 43 (2004) 3343-3352
-
(2004)
Industrial Engineering and Chemical Research
, vol.43
, pp. 3343-3352
-
-
Lu, N.1
Gao, F.2
Yang, Y.3
Wang, F.4
-
37
-
-
34047234873
-
Stage-based multivariate statistical analysis for injection molding
-
Hong Kong
-
Lu N., Yang Y., Gao F., and Wang F. Stage-based multivariate statistical analysis for injection molding. ADCHEM 2004. Hong Kong (2004) 471-476
-
(2004)
ADCHEM 2004
, pp. 471-476
-
-
Lu, N.1
Yang, Y.2
Gao, F.3
Wang, F.4
-
41
-
-
0037411801
-
Phase-based supervisory control for fermentation process development
-
Muthuswamy K., and Srinivasan R. Phase-based supervisory control for fermentation process development. Journal of Process Control 13 (2003) 367-382
-
(2003)
Journal of Process Control
, vol.13
, pp. 367-382
-
-
Muthuswamy, K.1
Srinivasan, R.2
-
42
-
-
0028483476
-
Monitoring batch processes using multiway principal component analysis
-
Nomikos P., and MacCregor J.F. Monitoring batch processes using multiway principal component analysis. AIChE Journal 40 (1994) 1361-1375
-
(1994)
AIChE Journal
, vol.40
, pp. 1361-1375
-
-
Nomikos, P.1
MacCregor, J.F.2
-
43
-
-
0029252734
-
Multivariate SPC charts for monitoring batch processes
-
Nomikos P., and MacCregor J.F. Multivariate SPC charts for monitoring batch processes. Technometrics 37 (1995) 41-59
-
(1995)
Technometrics
, vol.37
, pp. 41-59
-
-
Nomikos, P.1
MacCregor, J.F.2
-
46
-
-
0001282938
-
On unifying multiblock analysis with application to decentralized process monitoring
-
Qin S.J., Valle S., and Piovoso M.J. On unifying multiblock analysis with application to decentralized process monitoring. Journal of Chemometrics 15 (2001) 715-742
-
(2001)
Journal of Chemometrics
, vol.15
, pp. 715-742
-
-
Qin, S.J.1
Valle, S.2
Piovoso, M.J.3
-
48
-
-
21844434004
-
Fault detection properties of global, local and time evolving models for batch process monitoring
-
Ramaker H.J., van Sprang E.N.M., Westerhuis J.A., and Smilde A.K. Fault detection properties of global, local and time evolving models for batch process monitoring. Journal of Process Control 15 (2005) 799-805
-
(2005)
Journal of Process Control
, vol.15
, pp. 799-805
-
-
Ramaker, H.J.1
van Sprang, E.N.M.2
Westerhuis, J.A.3
Smilde, A.K.4
-
50
-
-
34250887501
-
Multivariate statistical analysis of a multi-step industrial processes
-
Reinikainen S.P., and Höskuldsson A. Multivariate statistical analysis of a multi-step industrial processes. Analytica Chinica Acta 595 (2007) 248-256
-
(2007)
Analytica Chinica Acta
, vol.595
, pp. 248-256
-
-
Reinikainen, S.P.1
Höskuldsson, A.2
-
51
-
-
2942670958
-
Comparison of methods for dealing with uneven length batches
-
Rothwell, S. G., Martin, E. B., & Morris, A. J. (1998). Comparison of methods for dealing with uneven length batches. Proceedings of the 7th International Conference on Computer Application in Biotechnology (CAB7), 387-392.
-
(1998)
Proceedings of the 7th International Conference on Computer Application in Biotechnology (CAB7)
, pp. 387-392
-
-
Rothwell, S.G.1
Martin, E.B.2
Morris, A.J.3
-
54
-
-
0036805179
-
Statistical monitoring of multistage, multiphase batch processes
-
Ündey C., and Cinar A. Statistical monitoring of multistage, multiphase batch processes. IEEE Control Systems Magazine 22 (2002) 40-52
-
(2002)
IEEE Control Systems Magazine
, vol.22
, pp. 40-52
-
-
Ündey, C.1
Cinar, A.2
-
55
-
-
0141566609
-
Online batch/fed-batch process performance monitoring, quality prediction, and variable-contribution analysis for diagnosis
-
Ündey C., Ertunc S., and Cinar A. Online batch/fed-batch process performance monitoring, quality prediction, and variable-contribution analysis for diagnosis. Industrial Engineering and Chemical Research 42 (2003) 4645-4658
-
(2003)
Industrial Engineering and Chemical Research
, vol.42
, pp. 4645-4658
-
-
Ündey, C.1
Ertunc, S.2
Cinar, A.3
-
58
-
-
43149117199
-
Iterative learning model predictive control for multi-phase batch processes
-
Wang Y., Zhou D., and Gao F. Iterative learning model predictive control for multi-phase batch processes. Journal of Process Control 18 (2008) 543-557
-
(2008)
Journal of Process Control
, vol.18
, pp. 543-557
-
-
Wang, Y.1
Zhou, D.2
Gao, F.3
-
59
-
-
37549059162
-
Iterative learning reliable control of batch processes with sensor faults
-
Wang Y., Zhou D., and Gao F. Iterative learning reliable control of batch processes with sensor faults. Chemical Engineering Science 63 (2008) 1039-1051
-
(2008)
Chemical Engineering Science
, vol.63
, pp. 1039-1051
-
-
Wang, Y.1
Zhou, D.2
Gao, F.3
-
60
-
-
85162731973
-
A multiblock partial least squares algorithm for investigating complex chemical systems
-
Wangen L.E., and Kowalski B.R. A multiblock partial least squares algorithm for investigating complex chemical systems. Journal of Chemometrics 3 (1988) 3-20
-
(1988)
Journal of Chemometrics
, vol.3
, pp. 3-20
-
-
Wangen, L.E.1
Kowalski, B.R.2
-
61
-
-
0000339654
-
Multivariate modeling of the pharmaceutical two-step process of wet granulation and tableting with multiblock partial least squares
-
Westerhuis J.A., and Coenegracht P.M.J. Multivariate modeling of the pharmaceutical two-step process of wet granulation and tableting with multiblock partial least squares. Journal of Chemometrics 11 (1997) 379-392
-
(1997)
Journal of Chemometrics
, vol.11
, pp. 379-392
-
-
Westerhuis, J.A.1
Coenegracht, P.M.J.2
-
63
-
-
84951601886
-
Cross validatory estimation of the number of components in factor and principal component analysis
-
Wold S. Cross validatory estimation of the number of components in factor and principal component analysis. Technometrics 20 (1978) 397-405
-
(1978)
Technometrics
, vol.20
, pp. 397-405
-
-
Wold, S.1
-
65
-
-
0001369487
-
Hierarchical multiblock PLS and PC models, for easier model interpretation, and as an alternative to variable selection
-
Wold S., Kettaneh-Wold N., and Tjessem K. Hierarchical multiblock PLS and PC models, for easier model interpretation, and as an alternative to variable selection. Journal of Chemometrics 10 (1996) 463-482
-
(1996)
Journal of Chemometrics
, vol.10
, pp. 463-482
-
-
Wold, S.1
Kettaneh-Wold, N.2
Tjessem, K.3
-
67
-
-
0001681052
-
The collinearity problem in linear regression, the partial least squares (PLS) approach to generalized inverses
-
Wold S., Rube A., Wold H., and Dunn W.J. The collinearity problem in linear regression, the partial least squares (PLS) approach to generalized inverses. SIAM Journal on Scientific and Statistical Computing 15 (1984) 735-743
-
(1984)
SIAM Journal on Scientific and Statistical Computing
, vol.15
, pp. 735-743
-
-
Wold, S.1
Rube, A.2
Wold, H.3
Dunn, W.J.4
-
68
-
-
64849096132
-
Phase and transition based batch process modeling and online monitoring
-
Yao Y., and Gao F. Phase and transition based batch process modeling and online monitoring. Journal of Process Control 19 (2009) 816-826
-
(2009)
Journal of Process Control
, vol.19
, pp. 816-826
-
-
Yao, Y.1
Gao, F.2
-
69
-
-
34547147425
-
Adaptive monitoring method for batch processes based on phase dissimilarity updating with limited modeling data
-
Zhao C., Wang F., Gao F., Lu N., and Jia M. Adaptive monitoring method for batch processes based on phase dissimilarity updating with limited modeling data. Industrial Engineering and Chemical Research 46 (2007) 4943-4953
-
(2007)
Industrial Engineering and Chemical Research
, vol.46
, pp. 4943-4953
-
-
Zhao, C.1
Wang, F.2
Gao, F.3
Lu, N.4
Jia, M.5
-
71
-
-
39449093995
-
Improved batch process monitoring and quality prediction based on multiphase statistical analysis
-
Zhao C., Wang F., Mao Z., Lu N., and Jia M. Improved batch process monitoring and quality prediction based on multiphase statistical analysis. Industrial Engineering and Chemical Research 47 (2008) 835-849
-
(2008)
Industrial Engineering and Chemical Research
, vol.47
, pp. 835-849
-
-
Zhao, C.1
Wang, F.2
Mao, Z.3
Lu, N.4
Jia, M.5
-
72
-
-
42149134815
-
Quality prediction based on phase-specific average trajectory for batch processes
-
Zhao C., Wang F., Mao Z., Lu N., and Jia M. Quality prediction based on phase-specific average trajectory for batch processes. AIChE Journal 54 (2008) 693-705
-
(2008)
AIChE Journal
, vol.54
, pp. 693-705
-
-
Zhao, C.1
Wang, F.2
Mao, Z.3
Lu, N.4
Jia, M.5
-
73
-
-
44349144443
-
Adaptive monitoring based on independent component analysis for multiphase batch processes with limited modeling data
-
Zhao C., Wang F., Mao Z., Lu N., and Jia M. Adaptive monitoring based on independent component analysis for multiphase batch processes with limited modeling data. Industrial Engineering and Chemical Research 47 (2008) 3104-3113
-
(2008)
Industrial Engineering and Chemical Research
, vol.47
, pp. 3104-3113
-
-
Zhao, C.1
Wang, F.2
Mao, Z.3
Lu, N.4
Jia, M.5
|