메뉴 건너뛰기




Volumn 92, Issue 1-3, 2004, Pages 119-135

Adaptive consensus principal component analysis for on-line batch process monitoring

Author keywords

Adaptive; Batch process; Monitoring; Principal component analysis; Wastewater treatment

Indexed keywords

ALGORITHMS; CHEMICAL REACTORS; EFFLUENTS; MATHEMATICAL MODELS; PRINCIPAL COMPONENT ANALYSIS; WASTEWATER TREATMENT;

EID: 1442281903     PISSN: 01676369     EISSN: None     Source Type: Journal    
DOI: 10.1023/B:EMAS.0000014498.72455.18     Document Type: Article
Times cited : (43)

References (21)
  • 1
    • 0029663050 scopus 로고    scopus 로고
    • 'Sequencing batch reactor system for nutrient removal: ORP and pH profiles'
    • Chang, C. H. and Hao, O. J.: 1996, 'Sequencing batch reactor system for nutrient removal: ORP and pH profiles', J. Chem. Tech. Biotechnol. 67, 27-38.
    • (1996) J. Chem. Tech. Biotechnol. , vol.67 , pp. 27-38
    • Chang, C.H.1    Hao, O.J.2
  • 2
    • 0028575855 scopus 로고
    • 'NDBEPR process optimization in SBRs: Reduction of external carbon source and oxygen supply'
    • Demuynck, C., Vanrolleghem, P. A., Mingneau, C., Liessens, J. and Verstraete, W.: 1994, 'NDBEPR process optimization in SBRs: Reduction of external carbon source and oxygen supply', Water Sci. Tech. 30(4), 169-179.
    • (1994) Water Sci. Tech. , vol.30 , Issue.4 , pp. 169-179
    • Demuynck, C.1    Vanrolleghem, P.A.2    Mingneau, C.3    Liessens, J.4    Verstraete, W.5
  • 3
    • 11144325691 scopus 로고
    • 'Partial least squares regression: A tutorial'
    • Geladi, P. and Kowalski, B. R.: 1986, 'Partial least squares regression: A tutorial', Anal. Chim. Acta. 185, 1-17.
    • (1986) Anal. Chim. Acta. , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalski, B.R.2
  • 4
    • 0037142398 scopus 로고    scopus 로고
    • 'Hybrid neural network modeling of a full-scale industrial wastewater treatment process'
    • Lee, D. S., Jeon, C. O., Park, J. M. and Chang, K. S.: 2002, 'Hybrid neural network modeling of a full-scale industrial wastewater treatment process', Biotechnol. Bioeng. 78(6), 670-682.
    • (2002) Biotechnol. Bioeng. , vol.78 , Issue.6 , pp. 670-682
    • Lee, D.S.1    Jeon, C.O.2    Park, J.M.3    Chang, K.S.4
  • 5
    • 0037509217 scopus 로고    scopus 로고
    • 'Neural network modeling for on-line estimation of nutrient dynamics in a sequentially-operated batch reactor'
    • Lee, D. S. and Park, J. M.: 1998, 'Neural network modeling for on-line estimation of nutrient dynamics in a sequentially-operated batch reactor', J. Biotechnol. 75, 229-239.
    • (1998) J. Biotechnol. , vol.75 , pp. 229-239
    • Lee, D.S.1    Park, J.M.2
  • 6
    • 0037457689 scopus 로고    scopus 로고
    • 'Monitoring of a sequencing batch reactor using adaptive multiblock principal component analysis'
    • Lee, D. S. and Vanrolleghem, P. A.: 2003, 'Monitoring of a sequencing batch reactor using adaptive multiblock principal component analysis', Biotechnol. Bioeng. 82(4), 489-497.
    • (2003) Biotechnol. Bioeng. , vol.82 , Issue.4 , pp. 489-497
    • Lee, D.S.1    Vanrolleghem, P.A.2
  • 8
    • 0034301495 scopus 로고    scopus 로고
    • 'Recursive PCA for adaptive process monitoring'
    • Li, W., Yue, H., Valle-Cervants, S. and Qin, S. J.: 2000, 'Recursive PCA for adaptive process monitoring', J. Proc. Cont. 10, 471-486.
    • (2000) J. Proc. Cont. , vol.10 , pp. 471-486
    • Li, W.1    Yue, H.2    Valle-Cervants, S.3    Qin, S.J.4
  • 9
    • 0037073293 scopus 로고    scopus 로고
    • 'Utilization of SBR technology for wastewater treatment: An overview'
    • Mace, S. and Mata-Alvarez, J.: 2002, 'Utilization of SBR technology for wastewater treatment: An overview', Ind. Eng. Chem. Res. 41, 5539-5553.
    • (2002) Ind. Eng. Chem. Res. , vol.41 , pp. 5539-5553
    • Mace, S.1    Mata-Alvarez, J.2
  • 10
    • 0029267381 scopus 로고
    • 'Statistical process control of multivariate processes'
    • MacGregor, J. F. and Kourti, T.: 1995, 'Statistical process control of multivariate processes', Cont. Eng. Practice 3, 403-414.
    • (1995) Cont. Eng. Practice , vol.3 , pp. 403-414
    • MacGregor, J.F.1    Kourti, T.2
  • 11
    • 0028483476 scopus 로고
    • 'Monitoring batch processes using multiway principal component analysis'
    • Nomikos, P. and MacGregor, J. F: 1994, 'Monitoring batch processes using multiway principal component analysis', AIChE J. 40, 1361-1375.
    • (1994) AIChE J. , vol.40 , pp. 1361-1375
    • Nomikos, P.1    MacGregor, J.F.2
  • 12
    • 0029252734 scopus 로고
    • 'Multivariate SPC charts for monitoring batch processes'
    • Nomikos, P. and MacGregor, J. F.: 1995, 'Multivariate SPC charts for monitoring batch processes', Technometrics 37, 41-59.
    • (1995) Technometrics , vol.37 , pp. 41-59
    • Nomikos, P.1    MacGregor, J.F.2
  • 13
    • 0036214864 scopus 로고    scopus 로고
    • 'Modeling the activated sludge flocculation process combining laser diffraction particle sizing and population balance modeling (PBM)'
    • Nopens, I., Biggs, C. A., Clercq, B. D., Govoreanu, R., Wilen, B. M., Lant, P. and Vanrolleghem, P. A.: 2002, 'Modeling the activated sludge flocculation process combining laser diffraction particle sizing and population balance modeling (PBM)', Water Sci. Tech. 45(6), 41-49.
    • (2002) Water Sci. Tech. , vol.45 , Issue.6 , pp. 41-49
    • Nopens, I.1    Biggs, C.A.2    Clercq, B.D.3    Govoreanu, R.4    Wilen, B.M.5    Lant, P.6    Vanrolleghem, P.A.7
  • 15
    • 0034908862 scopus 로고    scopus 로고
    • 'Multivariate and multiscale monitoring of wastewater treatment operation'
    • Rosen, C. and Lennox, J. A.: 2001, 'Multivariate and multiscale monitoring of wastewater treatment operation', Water Res. 35, 3402-3410.
    • (2001) Water Res. , vol.35 , pp. 3402-3410
    • Rosen, C.1    Lennox, J.A.2
  • 16
    • 0031757693 scopus 로고    scopus 로고
    • 'Disturbance detection in wastewater treatment systems'
    • Rosen, C. and Olsson, G.: 1998, 'Disturbance detection in wastewater treatment systems', Water Sci. Tech. 37(12), 197-205.
    • (1998) Water Sci. Tech. , vol.37 , Issue.12 , pp. 197-205
    • Rosen, C.1    Olsson, G.2
  • 17
    • 0042553279 scopus 로고
    • 'Smoothing and differentiation of data by simplified least squares procedures'
    • Savitzky, A. and Golay, M. J. E.: 1964, 'Smoothing and differentiation of data by simplified least squares procedures', Anal. Chem. 36, 1627-1639.
    • (1964) Anal. Chem. , vol.36 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 18
    • 0033404122 scopus 로고    scopus 로고
    • 'Monitoring a PVC batch process with multivariate statistical process control charts'
    • Tates, A. A., Louwerse, D. J., Smilde, A. K., Koot, G. L. M. and Berndt, H.: 1999, 'Monitoring a PVC batch process with multivariate statistical process control charts', Ind. Eng. Chem. Res. 38, 4769-4776.
    • (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
  • 19
    • 0000736392 scopus 로고    scopus 로고
    • 'Analysis of multiblock and hierarchical PCA and PLA models'
    • Westerhuis, J. A., Kourti, T. and MacGregor, J. F.: 1998, 'Analysis of multiblock and hierarchical PCA and PLA models', J. Chemom. 12, 301-312.
    • (1998) J. Chemom. , vol.12 , pp. 301-312
    • Westerhuis, J.A.1    Kourti, T.2    MacGregor, J.F.3
  • 20
    • 0030530039 scopus 로고    scopus 로고
    • 'The process chemometrics approach to process monitoring and fault detection'
    • Wise, B. M. and Gallagher, N. B.: 1996, 'The process chemometrics approach to process monitoring and fault detection,' J. Proc. Cont. 6, 329-348.
    • (1996) J. Proc. Cont. , vol.6 , pp. 329-348
    • Wise, B.M.1    Gallagher, N.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.