-
1
-
-
0035253422
-
Multivariate statistical monitoring of batch processes: An industrial case study of fermentation supervision
-
Albert, S. and R. D. Kinley; "Multivariate Statistical Monitoring of Batch Processes: An Industrial Case Study of Fermentation Supervision," TRENDS in Biotechnolgy, 19, 53-62 (2001)
-
(2001)
TRENDS in Biotechnolgy
, vol.19
, pp. 53-62
-
-
Albert, S.1
Kinley, R.D.2
-
2
-
-
0031197006
-
A first application of independent component analysis to extracting structure from stock returns
-
Back, A. D. and A. S. Weigend; "A First Application of Independent Component Analysis to Extracting Structure from Stock Returns," International Journal of Neural Systems, 8, 473-484 (1997)
-
(1997)
International Journal of Neural Systems
, vol.8
, pp. 473-484
-
-
Back, A.D.1
Weigend, A.S.2
-
3
-
-
0037022983
-
A morphologically structured model for penicillin production
-
Birol, G., C. Ündey, S. J. Parulekar and A. Çinar; "A Morphologically Structured Model for Penicillin Production," Biotechnology & Bioengineering, 77, 538-552'(2002a)
-
(2002)
Biotechnology and Bioengineering
, vol.77
, pp. 538-552
-
-
Birol, G.1
Ündey, C.2
Parulekar, S.J.3
Çinar, A.4
-
4
-
-
0037110983
-
A modular simulation package for fed-batch fermentation: Penicillin production
-
Birol, G., C. Ündey and A. Çinar; "A Modular Simulation Package for Fed-batch Fermentation: Penicillin Production," Computers and Chemical Engineering, 26, 1553-1565 (2002b)
-
(2002)
Computers and Chemical Engineering
, vol.26
, pp. 1553-1565
-
-
Birol, G.1
Ündey, C.2
Çinar, A.3
-
5
-
-
0027812550
-
Blind beamforming for non-gaussian signals
-
Cardoso, J.-F. and A. Soulomica; "Blind Beamforming for Non-Gaussian Signals," IEE Proc. F., 140, 362-370 (1993)
-
(1993)
IEE Proc. F.
, vol.140
, pp. 362-370
-
-
Cardoso, J.-F.1
Soulomica, A.2
-
6
-
-
0037039540
-
On-line batch process monitoring using dynamic PCA and dnamic PLS models
-
Chen, J. and K.-C. Liu; "On-line Batch Process Monitoring Using Dynamic PCA and Dynamic PLS Models," Chemical Engineering Science, 57, 63-75 (2002)
-
(2002)
Chemical Engineering Science
, vol.57
, pp. 63-75
-
-
Chen, J.1
Liu, K.-C.2
-
7
-
-
0034130478
-
The application of principal component analysis and kernel density estimation to enhance process monitoring
-
Chen, Q., R. J. Wynne, P. Goulding and D. Sandoz; "The Application of Principal Component Analysis and Kernel Density Estimation to Enhance Process Monitoring," Control Engineering Practice, 8, 531-543 (2000)
-
(2000)
Control Engineering Practice
, vol.8
, pp. 531-543
-
-
Chen, Q.1
Wynne, R.J.2
Goulding, P.3
Sandoz, D.4
-
8
-
-
0033330927
-
An empirical method to select dominant independent components in ICA time series analysis
-
(IJCNN'99), Washington, D.C., USA
-
Cheung, Y. M. and L. Xu; "An Empirical Method to Select Dominant Independent Components in ICA Time Series Analysis," Proceedings of International Joint Conference on Neural Networks (IJCNN'99), pp. 3883-3887, Washington, D.C., USA (1999)
-
(1999)
Proceedings of International Joint Conference on Neural Networks
, pp. 3883-3887
-
-
Cheung, Y.M.1
Xu, L.2
-
9
-
-
0035659878
-
Independent component ordering in ICA time series analysis
-
Cheung, Y. M. and L. Xu; "Independent Component Ordering in ICA Time Series Analysis," Neurocomputing, 41, 145-152 (2001)
-
(2001)
Neurocomputing
, vol.41
, pp. 145-152
-
-
Cheung, Y.M.1
Xu, L.2
-
10
-
-
0030211997
-
Batch tracking via nonlinear principal component analysis
-
Dong, D. and T. J. McAvoy; "Batch Tracking via Nonlinear Principal Component Analysis," AIChE J., 42, 2199-2208 (1996)
-
(1996)
AIChE J.
, vol.42
, pp. 2199-2208
-
-
Dong, D.1
McAvoy, T.J.2
-
11
-
-
0029720138
-
Application of multi-way principal components analysis to nuclear waste storage tank monitoring
-
Gallagher, N. B. and B. M. Wise; "Application of Multi-way Principal Components Analysis to Nuclear Waste Storage Tank Monitoring," Computers and Chemical Engineering, 20, S739-S744 (1996)
-
(1996)
Computers and Chemical Engineering
, vol.20
-
-
Gallagher, N.B.1
Wise, B.M.2
-
12
-
-
0032694625
-
Supervision of fed-batch fermentations
-
Gregersen, L. and S. B. Jorgensen; "Supervision of Fed-Batch Fermentations," Chem. Eng. J., 75, 69-76 (1999)
-
(1999)
Chem. Eng. J.
, vol.75
, pp. 69-76
-
-
Gregersen, L.1
Jorgensen, S.B.2
-
13
-
-
0032629347
-
Fast and robust fixed-point algorithms for independent component analysis
-
Hyvärinen, A.; "Fast and Robust Fixed-point Algorithms for Independent Component Analysis," IEEE Transactions an Neural Networks, 10, 626-634 (1999a)
-
(1999)
IEEE Transactions an Neural Networks
, vol.10
, pp. 626-634
-
-
Hyvärinen, A.1
-
14
-
-
0000466122
-
Survey on independent component analysis
-
Hyvärinen, A.; "Survey on Independent Component Analysis," Neural Computing Surveys, 2, 94-128 (1999b)
-
(1999)
Neural Computing Surveys
, vol.2
, pp. 94-128
-
-
Hyvärinen, A.1
-
15
-
-
0042826822
-
Independent component analysis: Algorithms and applications
-
Hyvärinen, A. and E. Oja; "Independent Component Analysis: Algorithms and Applications," Neural Networks, 13, 411-430 (2000)
-
(2000)
Neural Networks
, vol.13
, pp. 411-430
-
-
Hyvärinen, A.1
Oja, E.2
-
16
-
-
0003905759
-
-
John Wiley and Sons, Inc., New York, USA
-
Hyvärinen, A., J. Karhunen and E. Oja; Independent Component Analysis, John Wiley & Sons, Inc., New York, USA (2001)
-
(2001)
Independent Component Analysis
-
-
Hyvärinen, A.1
Karhunen, J.2
Oja, E.3
-
17
-
-
1042281570
-
Combination of independent component analysis and principal component analysis for multivariate statistical process control
-
(PSE Asia 2002), Taipei, Taiwan
-
Kano, M., S. Tanaka, S. Hasebe, I. Hashimoto and H. Ohno; "Combination of Independent Component Analysis and Principal Component Analysis for Multivariate Statistical Process Control," Proceedings of International Symposium on Design, Operation and Control of Chemical Plants (PSE Asia 2002), pp. 319-324, Taipei, Taiwan (2002)
-
(2002)
Proceedings of International Symposium on Design, Operation and Control of Chemical Plants
, pp. 319-324
-
-
Kano, M.1
Tanaka, S.2
Hasebe, S.3
Hashimoto, I.4
Ohno, H.5
-
18
-
-
0037394190
-
Monitoring independent components for fault detection
-
Kano, M., S. Tanaka, S. Hasebe, I. Hashimoto and H. Ohno; "Monitoring Independent Components for Fault Detection," AIChE J., 49, 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
-
19
-
-
0032045464
-
Synchronization of batch trajectories using dynamic time warping
-
Kassidas, A., J. F. MacGregor and P. A. Htaylor; "Synchronization of Batch Trajectories Using Dynamic Time Warping," AIChE J., 44, 864-875 (1998)
-
(1998)
AIChE J.
, vol.44
, pp. 864-875
-
-
Kassidas, A.1
MacGregor, J.F.2
Htaylor, P.A.3
-
20
-
-
0000080198
-
Improved process understanding using multiway principal component analysis
-
Kosanovich, K. A., K. S. Dahl and M. J. Piovoso; "Improved Process Understanding Using Multiway Principal Component Analysis," Ind. Eng. Chem. Res., 35, 138-146 (1996)
-
(1996)
Ind. Eng. Chem. Res.
, vol.35
, pp. 138-146
-
-
Kosanovich, K.A.1
Dahl, K.S.2
Piovoso, M.J.3
-
21
-
-
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," J. Chemometrics, 17, 93-109 (2003)
-
(2003)
J. Chemometrics
, vol.17
, pp. 93-109
-
-
Kourti, T.1
-
22
-
-
0242479425
-
Statistical process monitoring with independent component analysis
-
in press
-
Lee, J.-M., C. K. Yoo and I.-B. Lee; "Statistical Process Monitoring with Independent Component Analysis," J. Process Control (2003a) (in press)
-
(2003)
J. Process Control
-
-
Lee, J.-M.1
Yoo, C.K.2
Lee, I.-B.3
-
23
-
-
0242667056
-
Statistical process monitoring with multivariate exponentially weighted moving average and independent component analysis
-
Lee, J.-M., C. K. Yoo and I.-B. Lee; "Statistical Process Monitoring with Multivariate Exponentially Weighted Moving Average and Independent Component Analysis," J. Chem. Eng. Japan, 36, 563-577 (2003b)
-
(2003)
J. Chem. Eng. Japan
, vol.36
, pp. 563-577
-
-
Lee, J.-M.1
Yoo, C.K.2
Lee, I.-B.3
-
25
-
-
0035919874
-
Process monitoring of an industrial fed-batch fermentation
-
Lennox, B., G. A. Montague, H. G. Hiden, G. Kornfeld and P. R. Goulding; "Process Monitoring of an Industrial Fed-Batch Fermentation," Biotechnology & Bioengineering, 74, 125-135 (2001)
-
(2001)
Biotechnology and Bioengineering
, vol.74
, pp. 125-135
-
-
Lennox, B.1
Montague, G.A.2
Hiden, H.G.3
Kornfeld, G.4
Goulding, P.R.5
-
26
-
-
0037086546
-
Dimension reduction of process dynamic trends using independent component analysis
-
Li, R. F. and X. Z. Wang; "Dimension Reduction of Process Dynamic Trends Using Independent Component Analysis," Computers and Chemical Engineering, 26, 467-473 (2002)
-
(2002)
Computers and Chemical Engineering
, vol.26
, pp. 467-473
-
-
Li, R.F.1
Wang, X.Z.2
-
27
-
-
0028424619
-
Process monitoring and diagnosis by multiblock PLS methods
-
MacGregor, J. F., C. Jaeckle, C. Kiparissides and M. Koutoudi; "Process Monitoring and Diagnosis by Multiblock PLS Methods," AIChE J., 40, 826-838 (1994)
-
(1994)
AIChE J.
, vol.40
, pp. 826-838
-
-
MacGregor, J.F.1
Jaeckle, C.2
Kiparissides, C.3
Koutoudi, M.4
-
28
-
-
0029701082
-
Batch process monitoring for consistent production
-
Martin, E. B., A. J. Morris, M. C. Papazoglou and C. Kiparissides; "Batch Process Monitoring for Consistent Production," Computers and Chemical Engineering, 20, S599-S604 (1996)
-
(1996)
Computers and Chemical Engineering
, vol.20
-
-
Martin, E.B.1
Morris, A.J.2
Papazoglou, M.C.3
Kiparissides, C.4
-
29
-
-
0037285311
-
On-line monitoring of batch processes using a PARAFAC representation
-
Meng, X., A. J. Morris and E. B. Martin; "On-line Monitoring of Batch Processes Using a PARAFAC Representation," J. Chemometrics, 17, 65-81 (2003)
-
(2003)
J. Chemometrics
, vol.17
, pp. 65-81
-
-
Meng, X.1
Morris, A.J.2
Martin, E.B.3
-
30
-
-
0032179394
-
Multivariate statistical analysis of an emulsion batch process
-
Neogi, D. and C. E. Schlags; "Multivariate Statistical Analysis of an Emulsion Batch Process," Ind. Eng. Chem. Res., 37, 3971-3979 (1998)
-
(1998)
Ind. Eng. Chem. Res.
, vol.37
, pp. 3971-3979
-
-
Neogi, D.1
Schlags, C.E.2
-
31
-
-
0030387633
-
Detection and diagnosis of abnormal batch operations based on multi-way principal component analysis
-
Nomikos, P.; "Detection and Diagnosis of Abnormal Batch Operations Based on Multi-way Principal Component Analysis," ISA Transactions, 35, 259-266 (1996)
-
(1996)
ISA Transactions
, vol.35
, pp. 259-266
-
-
Nomikos, P.1
-
32
-
-
0028483476
-
Monitoring batch processes using multiway principal component analysis
-
Nomikos, P. and J. F. MacGregor; "Monitoring Batch Processes Using Multiway Principal Component Analysis," AIChE J., 40, 1361-1375 (1994)
-
(1994)
AIChE J.
, vol.40
, pp. 1361-1375
-
-
Nomikos, P.1
MacGregor, J.F.2
-
33
-
-
0029252734
-
Multivariate SPC charts for monitoring batch processes
-
Nomikos, P. and J. F. MacGregor; "Multivariate SPC Charts for Monitoring Batch Processes," Technometrics, 37, 41-59 (1995a)
-
(1995)
Technometrics
, vol.37
, pp. 41-59
-
-
Nomikos, P.1
MacGregor, J.F.2
-
34
-
-
0028825273
-
Multi-way partial least square in monitoring batch processes
-
Nomikos, P. and J. F. MacGregor; "Multi-way Partial Least Square in Monitoring Batch Processes," Chemo. Intell. Lab. Sys., 30, 97-108 (1995b)
-
(1995)
Chemo. Intell. Lab. Sys.
, vol.30
, pp. 97-108
-
-
Nomikos, P.1
MacGregor, J.F.2
-
35
-
-
0344222193
-
Adaptive batch monitoring using hierarchical PCA
-
Rännar, S., J. F. MacGregor and S. Wold; "Adaptive Batch Monitoring Using Hierarchical PCA," Chemo. Intell. Lab. Sys., 41, 73-81 (1998)
-
(1998)
Chemo. Intell. Lab. Sys.
, vol.41
, pp. 73-81
-
-
Rännar, S.1
MacGregor, J.F.2
Wold, S.3
-
38
-
-
0033404122
-
Monitoring a PVC batch process with multivariate statistical process control charts
-
Tates, A. A., D. J. Louwerse, A. K. Smilde, G. L. M. Koot and H. Berndt; "Monitoring a PVC Batch Process with Multivariate Statistical Process Control Charts," Ind. Eng. Chem. Res., 38, 4769-4776 (1999)
-
(1999)
Ind. Eng. Chem. Res.
, vol.38
, pp. 4769-4776
-
-
Tates, A.A.1
Louwerse, D.J.2
Smilde, A.K.3
Koot, G.L.M.4
Berndt, H.5
-
40
-
-
0011254857
-
Online real time monitoring of penicillin fermentation
-
ADCHEM2000, 14-16, Pisa, Italy
-
Ündey, C., E. Tatara, B. A. Williams, G. Birol and A. Çinar; "Online Real Time Monitoring of Penicillin Fermentation," International Symposium on advanced Control of Chemical Processes, ADCHEM2000, pp. 243-247, 14-16, Pisa, Italy (2000)
-
(2000)
International Symposium on Advanced Control of Chemical Processes
, pp. 243-247
-
-
Ündey, C.1
Tatara, E.2
Williams, B.A.3
Birol, G.4
Çinar, A.5
-
41
-
-
0031239460
-
Extraction of ocular artifacts from EEG using independent component analysis
-
Vigário, R. N.; "Extraction of Ocular Artifacts from EEG using Independent Component Analysis," Electroencephalography and Clinical Neurophysiology, 103, 395-404 (1997)
-
(1997)
Electroencephalography and Clinical Neurophysiology
, vol.103
, pp. 395-404
-
-
Vigário, R.N.1
-
43
-
-
0000609488
-
Comparing alternative approaches for multivariate statistical analysis of batch process data
-
Westerhuis, J. A., T. Kourti and J. F. Macgregor; "Comparing Alternative Approaches for Multivariate Statistical Analysis of Batch Process Data," J. Chemometrics, 13, 397-413 (1999)
-
(1999)
J. Chemometrics
, vol.13
, pp. 397-413
-
-
Westerhuis, J.A.1
Kourti, T.2
Macgregor, J.F.3
-
44
-
-
0034621628
-
Generalized contribution plots in multivariate statistical process monitoring
-
Westerhuis, J. A., S. P. Gurden and A. K. Smilde; "Generalized Contribution Plots in Multivariate Statistical Process Monitoring," Chemo. Intell. Lab. Sys., 51, 95-114 (2000)
-
(2000)
Chemo. Intell. Lab. Sys.
, vol.51
, pp. 95-114
-
-
Westerhuis, J.A.1
Gurden, S.P.2
Smilde, A.K.3
-
45
-
-
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
-
Wise, B. M., 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. Chemometrics, 13, 379-396 (1999)
-
(1999)
J. Chemometrics
, 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
-
46
-
-
0032517828
-
Modelling and diagnostics of batch processes and analogous kinetic experiments
-
Wold, S., N. Kettanhe, H. Friden and A. Holmberg; "Modelling and Diagnostics of Batch Processes and Analogous Kinetic Experiments," Chemo. Intell. Lab. Sys., 44, 331-340 (1998)
-
(1998)
Chemo. Intell. Lab. Sys.
, vol.44
, pp. 331-340
-
-
Wold, S.1
Kettanhe, N.2
Friden, H.3
Holmberg, A.4
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