Fault Detection & SPC of Batch Process using Multi-way Regression Method |
Woo, Kyoung Sup
(School of Chemical & Biological Engineering Seoul National University)
Lee, Chang Jun (School of Chemical & Biological Engineering Seoul National University) Han, Kyoung Hoon (School of Chemical & Biological Engineering Seoul National University) Ko, Jae Wook (Department of Chemical Engineering Kwangwoon University) Yoon, En Sup (School of Chemical & Biological Engineering Seoul National University) |
1 | Wise, B. M., Gallagher, N. B., Butler, S. W., White, Jr. D. D. and Barna, G. G., 'A Comparison of Principal Components Analysis, Multi-way Principal Components Analysis, Tri-linear Decomposition and Parallel Factor Analysis for Fault Detection in a Semiconductor Etch Process,' J. Chemometrics., 13(3-4), 379-396(1999) DOI ScienceOn |
2 | Lee, J. M., Yoo, C. K. and Lee, I. B., 'Enhanced Process Monitoring of Fed Batch Penicillin Cultivation Using Time-varying and Multivariate Statistical Analysis,' J. Biotechnology., 110(2), 119-136(2004) DOI ScienceOn |
3 | Smola, A. J., Scholkopf, B., 'A Tutorial on Support Vector Regression,' Statistics and Computing., 14(3), 199-222(2004) DOI |
4 | Simoglou, A., Georgieva, P., Martin, E. B., Morris, A. J. and Feyo de Azevedo, S., 'On-line Monitoring of a Sugar Crystallization Process,' Comp. Chem. Eng., 29(6), 1411-1422(2005) DOI ScienceOn |
5 | Marjanovic, O., Lennox, B., Sandoz, D., Smith, K. and Crofts, M., 'Real-time Monitoring of an Industrial Batch Process,' Comp. Chem. Eng., 30(10-12), 1476-1481(2006) DOI ScienceOn |
6 | Theodora Kourti, 'Abnormal Situation Detection, Three-way Data and Projection Method; Robust Data Archiving and Modeling for Industrial Applications,' Annual Rewiew in Control., 27(2), 131- 139(2003) DOI ScienceOn |
7 | Wold, S., Kettaneh, N., Friden, H. and Holmberg, A., 'Modeling and Diagnostics of Batch Processes and Analogous Kinetic Experiments,' Chemometrics Intell. Lab. Syst., 44(1), 331-340(1998) DOI ScienceOn |
8 | Kassidas, A., Macgregor, J. F. and Taylor, P. A., 'Synchronization of Batch Trejectories Using Dynamic time Warping,' AIChE J., 44(4), 864-875(1998) DOI ScienceOn |
9 | Nomikos, P. and MacGregor, J. F., 'Monitoring Batch Processes Using Multiway Principal Component Analysis,' AIChE J., 40(8), 1361-1375(1994) DOI ScienceOn |