-
1
-
-
0037443803
-
A review of process fault detection and diagnosis part III: Process history based methods
-
DOI 10.1016/S0098-1354(02)00162-X, PII S009813540200162X
-
Venkatasubramanian, V.; Rengaswamy, R.; Yin, K.; Kavuri, S. N. A review of process fault detection and diagnosis, part III: Process history based method Comput. Chem. Eng. 2003, 27 (3) 327-346 (Pubitemid 36285964)
-
(2003)
Computers and Chemical Engineering
, vol.27
, Issue.3
, pp. 327-346
-
-
Venkatasubramanian, V.1
Rengaswamy, R.2
Kavuri, S.N.3
Yin, K.4
-
2
-
-
0030105341
-
Process performance monitoring using multivariate statistical process control
-
Martin, E. B.; Morris, A. J.; Zhang, J. Process performance monitoring using multivariate statistical process control IEE Proc.: Control Theory Appl. 1996, 143 (2) 132-144 (Pubitemid 126760885)
-
(1996)
IEE Proceedings: Control Theory and Applications
, vol.143
, Issue.2
, pp. 132-144
-
-
Martin, E.B.1
Morris, A.J.2
Zhang, J.3
-
3
-
-
0029267381
-
Statistical process control of multivariate processes
-
MacGregor, J. F.; Kourti, T. Statistical process control of multivariate processes Control Eng. Practice 1995, 3, 403-414
-
(1995)
Control Eng. Practice
, vol.3
, pp. 403-414
-
-
Macgregor, J.F.1
Kourti, T.2
-
4
-
-
70449094646
-
A survey on multistage/multiphase statistical modeling methods for batch processes
-
Yao, Y.; Gao, F. A survey on multistage/multiphase statistical modeling methods for batch processes Ann. Rev. Control 2009, 33 (2) 172-183
-
(2009)
Ann. Rev. Control
, vol.33
, Issue.2
, pp. 172-183
-
-
Yao, Y.1
Gao, F.2
-
5
-
-
79952585658
-
Hidden Semi-Markov Probability Models for Monitoring Two-Dimensional Batch Operation
-
Chen, J. H.; Jiang, Y. C. Hidden Semi-Markov Probability Models for Monitoring Two-Dimensional Batch Operation Ind. Eng. Chem. Res. 2011, 50 (6) 3345-3355
-
(2011)
Ind. Eng. Chem. Res.
, vol.50
, Issue.6
, pp. 3345-3355
-
-
Chen, J.H.1
Jiang, Y.C.2
-
6
-
-
84869089680
-
Survey on data-driven industrial process monitoring and diagnosis
-
Qin, S. J. Survey on data-driven industrial process monitoring and diagnosis Ann. Rev. Control 2012, 36, 220-234
-
(2012)
Ann. Rev. Control
, vol.36
, pp. 220-234
-
-
Qin, S.J.1
-
7
-
-
84862875662
-
Modeling and Monitoring of Dynamic Processes
-
Zhang, Y.; Chai, T.; Li, Z.; Yang, C. Modeling and Monitoring of Dynamic Processes IEEE Trans. Neural Networks Learning Syst. 2012, 23 (2) 277-284
-
(2012)
IEEE Trans. Neural Networks Learning Syst.
, vol.23
, Issue.2
, pp. 277-284
-
-
Zhang, Y.1
Chai, T.2
Li, Z.3
Yang, C.4
-
8
-
-
0242354134
-
Statistical process monitoring: Basics and beyond
-
Qin, S. J. Statistical process monitoring: basics and beyond J. Chemom. 2003, 17 (8-9) 480-502
-
(2003)
J. Chemom.
, vol.17
, Issue.89
, pp. 480-502
-
-
Qin, S.J.1
-
9
-
-
34547828271
-
Multivariate statistical process control charts: An overview
-
DOI 10.1002/qre.829
-
Bersimis, S.; Psarakis, S.; Panaretos, J. Multivariate statistical process control charts: an overview Quality Reliability Eng. Int. 2007, 23, 517-543 (Pubitemid 47245685)
-
(2007)
Quality and Reliability Engineering International
, vol.23
, Issue.5
, pp. 517-543
-
-
Bersimis, S.1
Psarakis, S.2
Panaretos, J.3
-
10
-
-
0038959172
-
Probabilistic principal component analysis
-
Tipping, M. E.; Bishop, C. M. Probabilistic principal component analysis J. R. Stat. Soc. B 1999, 61, 611-622
-
(1999)
J. R. Stat. Soc. B
, vol.61
, pp. 611-622
-
-
Tipping, M.E.1
Bishop, C.M.2
-
12
-
-
60249095677
-
Probabilistic contribution analysis for statistical process monitoring: A missing variable approach
-
Chen, T.; Sun, Y. Probabilistic contribution analysis for statistical process monitoring: A missing variable approach Control Eng. Practice 2009, 17, 469-477
-
(2009)
Control Eng. Practice
, vol.17
, pp. 469-477
-
-
Chen, T.1
Sun, Y.2
-
13
-
-
77649189520
-
On-line multivariate statistical monitoring of batch processes using Gaussian mixture model
-
Chen, T.; Zhang, J. On-line multivariate statistical monitoring of batch processes using Gaussian mixture model Comput. Chem. Eng. 2010, 34, 500-507
-
(2010)
Comput. Chem. Eng.
, vol.34
, pp. 500-507
-
-
Chen, T.1
Zhang, J.2
-
14
-
-
76849100172
-
Decentralized fault diagnosis of large-scale processes using multiblock kernel partial least squares
-
Zhang, Y.; Zhou, H.; Qin, S. J.; Chai, T. Decentralized fault diagnosis of large-scale processes using multiblock kernel partial least squares IEEE Trans. Ind. Inf. 2010, 6 (1) 3-10
-
(2010)
IEEE Trans. Ind. Inf.
, vol.6
, Issue.1
, pp. 3-10
-
-
Zhang, Y.1
Zhou, H.2
Qin, S.J.3
Chai, T.4
-
15
-
-
78449282926
-
Kernel Generalization of PPCA for Nonlinear Probabilistic Monitoring
-
Ge, Z.; Song, Z. Kernel Generalization of PPCA for Nonlinear Probabilistic Monitoring Ind. Eng. Chem. Res. 2010, 49, 11832-11836
-
(2010)
Ind. Eng. Chem. Res.
, vol.49
, pp. 11832-11836
-
-
Ge, Z.1
Song, Z.2
-
16
-
-
0037394190
-
Monitoring independent components for fault detection
-
DOI 10.1002/aic.690490414
-
Kano, M.; Tanaka, S.; Hasebe, S.; Hashimoto, I. Monitoring Independent Components for fault detection AIChE J. 2003, 49, 969-976 (Pubitemid 36504561)
-
(2003)
AIChE Journal
, vol.49
, Issue.4
, pp. 969-976
-
-
Kano, M.1
Tanaka, S.2
Hasebe, S.3
Hashimoto, I.4
Ohno, H.5
-
17
-
-
79960987668
-
Making use of process tomography data for multivariate statistical process control
-
Boonkhao, B.; Li, R. F.; Wang, X. Z.; Tweedie, R. J.; Primrose, K. Making use of process tomography data for multivariate statistical process control AIChE J. 2011, 57 (9) 2360-2368
-
(2011)
AIChE J.
, vol.57
, Issue.9
, pp. 2360-2368
-
-
Boonkhao, B.1
Li, R.F.2
Wang, X.Z.3
Tweedie, R.J.4
Primrose, K.5
-
18
-
-
36749052831
-
Monitoring a complex refining process using multivariate statistics
-
DOI 10.1016/j.conengprac.2007.04.014, PII S0967066107001049
-
AlGhazzawi, A.; Lennox, B. Monitoring a complex refining process using multivariate statistics Control Eng. Practice 2008, 16, 294-307 (Pubitemid 350215488)
-
(2008)
Control Engineering Practice
, vol.16
, Issue.3
, pp. 294-307
-
-
AlGhazzawi, A.1
Lennox, B.2
-
19
-
-
22944436794
-
Process monitoring approach using fast moving window PCA
-
Wang, X.; Kruger, U.; Irwin, G. W. Process monitoring approach using fast moving window PCA Ind. Eng. Chem. Res. 2005, 44 (15) 5691-5702
-
(2005)
Ind. Eng. Chem. Res.
, vol.44
, Issue.15
, pp. 5691-5702
-
-
Wang, X.1
Kruger, U.2
Irwin, G.W.3
-
20
-
-
79959815395
-
Fault localization in batch process through progressive principal component analysis modeling
-
Hong, J. J.; Zhang, J.; Morris, J. Fault localization in batch process through progressive principal component analysis modeling Ind. Eng. Chem. Res. 2011, 50, 8153-8162
-
(2011)
Ind. Eng. Chem. Res.
, vol.50
, pp. 8153-8162
-
-
Hong, J.J.1
Zhang, J.2
Morris, J.3
-
21
-
-
0001606671
-
Contribution plots: A missing link in multivariate quality control
-
Miller, P.; Swanson, R. E.; Heckler, C. F. Contribution plots: A missing link in multivariate quality control Int. J. Appl. Math. Comput. Sci. 1998, 8, 775-792
-
(1998)
Int. J. Appl. Math. Comput. Sci.
, vol.8
, pp. 775-792
-
-
Miller, P.1
Swanson, R.E.2
Heckler, C.F.3
-
22
-
-
0034621628
-
Generalized contribution plots in multivariate statistical process monitoring
-
DOI 10.1016/S0169-7439(00)00062-9, PII S0169743900000629
-
Weterhuis, J. A.; Gurden, S. P.; Smilde, A. K. Generalized contribution plots in multivariate statistical process monitoring Chemom. Intell. Lab. Syst. 2000, 51, 95-114 (Pubitemid 30251933)
-
(2000)
Chemometrics and Intelligent Laboratory Systems
, vol.51
, Issue.1
, pp. 95-114
-
-
Westerhuis, J.A.1
Gurden, S.P.2
Smilde, A.K.3
-
23
-
-
79952573528
-
Analysis and generalization of fault diagnosis methods for process monitoring
-
Alcala, C. F.; Qin, S. J. Analysis and generalization of fault diagnosis methods for process monitoring J. Process Control 2011, 21, 322-330
-
(2011)
J. Process Control
, vol.21
, pp. 322-330
-
-
Alcala, C.F.1
Qin, S.J.2
-
24
-
-
67349245154
-
Reconstruction-based contribution for process monitoring
-
Alcala, C. F.; Qin, S. J. Reconstruction-based contribution for process monitoring Automatica 2009, 45, 1593-1600
-
(2009)
Automatica
, vol.45
, pp. 1593-1600
-
-
Alcala, C.F.1
Qin, S.J.2
-
25
-
-
77956075435
-
Reconstruction-based contribution for process monitoring with kernel principal component analysis
-
Alcala, C. F.; Qin, S. J. Reconstruction-based contribution for process monitoring with kernel principal component analysis Ind. Eng. Chem. Res. 2010, 49, 7847-7857
-
(2010)
Ind. Eng. Chem. Res.
, vol.49
, pp. 7847-7857
-
-
Alcala, C.F.1
Qin, S.J.2
-
26
-
-
80051912783
-
Generalized reconstruction-based contributions for output-relevant fault diagnosis with application to the Tennessee Eastman process
-
Li, G.; Alcala, C. F.; Qin, S. J.; Zhou, D. H. Generalized reconstruction-based contributions for output-relevant fault diagnosis with application to the Tennessee Eastman process IEEE Trans. Control Syst. Technol. 2011, 19 (5) 1114-1127
-
(2011)
IEEE Trans. Control Syst. Technol.
, vol.19
, Issue.5
, pp. 1114-1127
-
-
Li, G.1
Alcala, C.F.2
Qin, S.J.3
Zhou, D.H.4
-
27
-
-
0031062026
-
Diagnosis of process disturbances by statistical distance and angle measure
-
Raich, A.; Cinar, A. Diagnosis of process disturbances by statistical distance and angle measure Comput. Chem. Eng. 1997, 6, 661-673
-
(1997)
Comput. Chem. Eng.
, vol.6
, pp. 661-673
-
-
Raich, A.1
Cinar, A.2
-
28
-
-
0032144398
-
Subspace approach to multidimensional fault identification and reconstruction
-
Dunia, R.; Qin, S. J. Subspace approach to multidimensional fault identification and reconstruction AIChE J. 1998, 44 (8) 1813-1831 (Pubitemid 28540264)
-
(1998)
AIChE Journal
, vol.44
, Issue.8
, pp. 1813-1831
-
-
Dunia, R.1
Qin, S.J.2
-
29
-
-
33644999955
-
Integration of principal component analysis and fuzzy logic system for comprehensive process fault detection and diagnosis
-
Musulin, E.; Yelamos, I.; Puigjaner, L. Integration of principal component analysis and fuzzy logic system for comprehensive process fault detection and diagnosis Ind. Eng. Chem. Res. 2006, 50, 1739-1750
-
(2006)
Ind. Eng. Chem. Res.
, vol.50
, pp. 1739-1750
-
-
Musulin, E.1
Yelamos, I.2
Puigjaner, L.3
-
30
-
-
78149280345
-
A branch and bound method for isolation of faulty variables through missing variable analysis
-
Kariwala, V.; Odiowei, P. E.; Cao, Y.; Chen, T. A branch and bound method for isolation of faulty variables through missing variable analysis J. Process Control 2010, 20, 1198-1206
-
(2010)
J. Process Control
, vol.20
, pp. 1198-1206
-
-
Kariwala, V.1
Odiowei, P.E.2
Cao, Y.3
Chen, T.4
-
31
-
-
84864301166
-
Reconstruction-based multivariate contribution analysis for fault isolation: A branch and bound approach
-
He, B.; Yang, X.; Chen, T.; Zhang, J. Reconstruction-based multivariate contribution analysis for fault isolation: A branch and bound approach J. Process Control 2012, 22, 1228-1236
-
(2012)
J. Process Control
, vol.22
, pp. 1228-1236
-
-
He, B.1
Yang, X.2
Chen, T.3
Zhang, J.4
-
32
-
-
70049118528
-
Fast optimization methods for L1 regularization: A comparative study and two new approaches
-
Warsaw, Poland.
-
Schmidt, M.; Fung, G.; Rosales, R. Fast optimization methods for L1 regularization: a comparative study and two new approaches. Proceedings of 18th European Conference on Machine Learning, Warsaw, Poland, 2007.
-
(2007)
Proceedings of 18th European Conference on Machine Learning
-
-
Schmidt, M.1
Fung, G.2
Rosales, R.3
-
33
-
-
85194972808
-
Regression shrinkage and selection via the Lasso
-
Tibshirani, R. Regression shrinkage and selection via the Lasso J. R. Stat. Soc. B 1996, 58 (1) 267-288
-
(1996)
J. R. Stat. Soc. B
, vol.58
, Issue.1
, pp. 267-288
-
-
Tibshirani, R.1
-
34
-
-
83655183099
-
Penalized Gaussian process regression and classification for high-dimensional nonlinear data
-
Yi, G.; Shi, J. Q.; Choi, T. Penalized Gaussian process regression and classification for high-dimensional nonlinear data Biometrics 2011, 67, 1285-1294
-
(2011)
Biometrics
, vol.67
, pp. 1285-1294
-
-
Yi, G.1
Shi, J.Q.2
Choi, T.3
-
36
-
-
34250712895
-
Robust Probabilistic Projections
-
Pittsburgh, PA.
-
Archambeau, C.; Delannay, N.; Verleysen, M. Robust Probabilistic Projections. Proceedings of 23rd International Conference on Machine Learning, Pittsburgh, PA, 2006.
-
(2006)
Proceedings of 23rd International Conference on Machine Learning
-
-
Archambeau, C.1
Delannay, N.2
Verleysen, M.3
-
37
-
-
0027561446
-
A plant-wide industrial process control problem
-
Downs, J. J.; Vogel, E. F. A plant-wide industrial process control problem Comput. Chem. Eng. 1993, 17 (3) 245-255
-
(1993)
Comput. Chem. Eng.
, vol.17
, Issue.3
, pp. 245-255
-
-
Downs, J.J.1
Vogel, E.F.2
-
38
-
-
0030217795
-
Decentralized control of the Tennessee Eastman Challenge Process
-
Ricker, N. L. Decentralized control of the Tennessee Eastman Challenge Process J. Process Control 1996, 6 (4) 205-221
-
(1996)
J. Process Control
, vol.6
, Issue.4
, pp. 205
-
-
Ricker, N.L.1
|