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Volumn 21, Issue 6, 2008, Pages 919-930

Using SOM and PCA for analysing and interpreting data from a P-removal SBR

Author keywords

Diagnosis; PCA; Sequencing batch reactor; SOM; Wastewater

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; BIOLOGICAL WATER TREATMENT; CHEMICALS REMOVAL (WATER TREATMENT); CLUSTER ANALYSIS; CONFORMAL MAPPING; FINANCIAL DATA PROCESSING; MAPS; NONMETALS; PHOSPHORUS; RANDOM VARIABLES; SELF ORGANIZING MAPS; STRENGTH OF MATERIALS; WASTEWATER TREATMENT;

EID: 46149117820     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2007.08.001     Document Type: Article
Times cited : (63)

References (34)
  • 2
    • 46149112338 scopus 로고    scopus 로고
    • Aguado, D., Ferrer, A., Seco, A., Ferrer, J., 2007b. Using Unfold-PCA for batch to batch start-up process understanding and steady-state identification in a sequencing batch reactor. Submitted for publication.
    • Aguado, D., Ferrer, A., Seco, A., Ferrer, J., 2007b. Using Unfold-PCA for batch to batch start-up process understanding and steady-state identification in a sequencing batch reactor. Submitted for publication.
  • 3
    • 33745609245 scopus 로고    scopus 로고
    • Kohonen network based fault diagnosis and condition monitoring of pre-engaged starter motors
    • Bay O.F., and Bayir R. Kohonen network based fault diagnosis and condition monitoring of pre-engaged starter motors. International Journal of Automotive Technology 6 4 (2005) 341-350
    • (2005) International Journal of Automotive Technology , vol.6 , Issue.4 , pp. 341-350
    • Bay, O.F.1    Bayir, R.2
  • 4
    • 33750361533 scopus 로고    scopus 로고
    • 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
  • 7
    • 33847680074 scopus 로고    scopus 로고
    • A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process
    • Englund C., and Verikas A. A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process. Engineering Applications of Artificial Intelligence 20 3 (2007) 391-400
    • (2007) Engineering Applications of Artificial Intelligence , vol.20 , Issue.3 , pp. 391-400
    • Englund, C.1    Verikas, A.2
  • 10
    • 3342965223 scopus 로고    scopus 로고
    • Prediction of wastewater treatment plant performance using artificial neural networks
    • Hamed M.M., Khalafallah M.G., and Hassanien E.A. Prediction of wastewater treatment plant performance using artificial neural networks. Environmental Modeling and Software 19 10 (2004) 919-928
    • (2004) Environmental Modeling and Software , vol.19 , Issue.10 , pp. 919-928
    • Hamed, M.M.1    Khalafallah, M.G.2    Hassanien, E.A.3
  • 11
    • 0037399368 scopus 로고    scopus 로고
    • Analysis of a municipal wastewater treatment plant using a neural network-based pattern analysis
    • Hong Y.-S.T., Rosen M.R., and Bhamidimarri R. Analysis of a municipal wastewater treatment plant using a neural network-based pattern analysis. Water Research 37 (2003) 1608-1618
    • (2003) Water Research , vol.37 , pp. 1608-1618
    • Hong, Y.-S.T.1    Rosen, M.R.2    Bhamidimarri, R.3
  • 16
    • 0037457689 scopus 로고    scopus 로고
    • 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 4 (2003) 489-497
    • (2003) Biotechnology and Bioengineering , vol.82 , Issue.4 , pp. 489-497
    • Lee, D.S.1    Vanrolleghem, P.A.2
  • 19
    • 33646101011 scopus 로고    scopus 로고
    • Process control based on principal component analysis for maize drying
    • Liu X., Chen X., Wu W., and Zhang Y. Process control based on principal component analysis for maize drying. Food Control 17 (2006) 894-899
    • (2006) Food Control , vol.17 , pp. 894-899
    • Liu, X.1    Chen, X.2    Wu, W.3    Zhang, Y.4
  • 20
    • 29144432300 scopus 로고    scopus 로고
    • End-point detection of the aerobic phase in a biological reactor using SOM and clustering algorithms
    • Machón I., and López H. End-point detection of the aerobic phase in a biological reactor using SOM and clustering algorithms. Engineering Applications of Artificial Intelligence 19 1 (2006) 19-28
    • (2006) Engineering Applications of Artificial Intelligence , vol.19 , Issue.1 , pp. 19-28
    • Machón, I.1    López, H.2
  • 21
    • 0032210903 scopus 로고    scopus 로고
    • Microbiology and biochemistry of the enhanced biological phosphate removal process
    • Mino T., van Loosdrecht M.C.M., and Heijnen J.J. Microbiology and biochemistry of the enhanced biological phosphate removal process. Water Research 32 (1998) 3193-3207
    • (1998) Water Research , vol.32 , pp. 3193-3207
    • Mino, T.1    van Loosdrecht, M.C.M.2    Heijnen, J.J.3
  • 22
    • 46149121001 scopus 로고    scopus 로고
    • Richard, M., 2003. Activated sludge microbiology problems and their control. In: Presentation at the 20th Annual USEPA National Operator Trainers Conference, Buffalo, New York.
    • Richard, M., 2003. Activated sludge microbiology problems and their control. In: Presentation at the 20th Annual USEPA National Operator Trainers Conference, Buffalo, New York.
  • 23
    • 0242418167 scopus 로고    scopus 로고
    • Multivariate on-line monitoring: challenges and solutions for modern wastewater treatment operation
    • Rosen C., Röttorp J., and Jeppsson U. Multivariate on-line monitoring: challenges and solutions for modern wastewater treatment operation. Water Science and Technology 47 2 (2003) 171-179
    • (2003) Water Science and Technology , vol.47 , Issue.2 , pp. 171-179
    • Rosen, C.1    Röttorp, J.2    Jeppsson, U.3
  • 24
    • 1842556439 scopus 로고    scopus 로고
    • Enhanced biological phosphorus removal from wastewater by biomass with different phosphorus contents, part I: experimental results and comparison with metabolic models
    • Schuler A.J., and Jenkins D. Enhanced biological phosphorus removal from wastewater by biomass with different phosphorus contents, part I: experimental results and comparison with metabolic models. Water Environment Research 75 6 (2003) 485-498
    • (2003) Water Environment Research , vol.75 , Issue.6 , pp. 485-498
    • Schuler, A.J.1    Jenkins, D.2
  • 25
    • 0035493957 scopus 로고    scopus 로고
    • Knowledge discovery from process operational data using PCA and fuzzy clustering
    • Sebzalli Y.M., and Wang X.Z. Knowledge discovery from process operational data using PCA and fuzzy clustering. Engineering Applications of Artificial Intelligence 14 5 (2001) 607-616
    • (2001) Engineering Applications of Artificial Intelligence , vol.14 , Issue.5 , pp. 607-616
    • Sebzalli, Y.M.1    Wang, X.Z.2
  • 26
    • 31144454941 scopus 로고    scopus 로고
    • Monitoring food quality using an optical fibre based sensor system-a comparison of Kohonen and back-propagation neural network classification techniques
    • Sheridan C., O'Farrell M., Lewis E., Lyons W.B., Flanagan C., and Jackman N. Monitoring food quality using an optical fibre based sensor system-a comparison of Kohonen and back-propagation neural network classification techniques. Measurement Science and Technology 17 (2006) 229-234
    • (2006) Measurement Science and Technology , vol.17 , pp. 229-234
    • Sheridan, C.1    O'Farrell, M.2    Lewis, E.3    Lyons, W.B.4    Flanagan, C.5    Jackman, N.6
  • 27
    • 0032490672 scopus 로고    scopus 로고
    • A combined approach of partial least squares and fuzzy c-means clustering for the monitoring of an activated-sludge wastewater treatment plant
    • Teppola P., Mujunen S.-P., and Minkkinen P. A combined approach of partial least squares and fuzzy c-means clustering for the monitoring of an activated-sludge wastewater treatment plant. Chemometrics and Intelligent Laboratory Systems 41 (1998) 95-103
    • (1998) Chemometrics and Intelligent Laboratory Systems , vol.41 , pp. 95-103
    • Teppola, P.1    Mujunen, S.-P.2    Minkkinen, P.3
  • 29
    • 0037379640 scopus 로고    scopus 로고
    • Neural maps in remote sensing image analysis
    • Villmann T., Merenyi E., and Hammer B. Neural maps in remote sensing image analysis. Neural Networks 16 3-4 (2003) 389-403
    • (2003) Neural Networks , vol.16 , Issue.3-4 , pp. 389-403
    • Villmann, T.1    Merenyi, E.2    Hammer, B.3
  • 31
    • 1542408546 scopus 로고    scopus 로고
    • Application of multiway ICA for on-line process monitoring of a sequencing batch reactor
    • Yoo C.K., Lee D.S., and Vanrolleghem P.A. Application of multiway ICA for on-line process monitoring of a sequencing batch reactor. Water Research 38 (2004) 1715-1732
    • (2004) Water Research , vol.38 , pp. 1715-1732
    • Yoo, C.K.1    Lee, D.S.2    Vanrolleghem, P.A.3
  • 33
    • 3042801723 scopus 로고    scopus 로고
    • Monitoring flames in an industrial boiler using multivariate image analysis
    • Yu H.L., and MacGregor J.F. Monitoring flames in an industrial boiler using multivariate image analysis. AIChE Journal 50 7 (2004) 1474-1483
    • (2004) AIChE Journal , vol.50 , Issue.7 , pp. 1474-1483
    • Yu, H.L.1    MacGregor, J.F.2
  • 34
    • 33745192516 scopus 로고    scopus 로고
    • Industrial application of multivariate SPC to continuous caster start-up operations for breakout prevention
    • Zhang Y., and Dudzic M.S. Industrial application of multivariate SPC to continuous caster start-up operations for breakout prevention. Control Engineering Practice 14 (2006) 1357-1375
    • (2006) Control Engineering Practice , vol.14 , pp. 1357-1375
    • Zhang, Y.1    Dudzic, M.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.