메뉴 건너뛰기




Volumn 5, Issue 1, 2001, Pages 23-39

A neural network-based software sensor for coagulation control in a water treatment plant

Author keywords

coagulation control; data validation; hybrid system; missing data reconstruction; multi layer perceptrons; outlier rejection; self organising maps; water treatment

Indexed keywords

COAGULATION; HYBRID SYSTEMS; NEURAL NETWORKS; POTABLE WATER; SELF ORGANIZING MAPS; UNCERTAINTY ANALYSIS; WATER TREATMENT; WATER TREATMENT PLANTS;

EID: 0038722377     PISSN: 1088467X     EISSN: 15714128     Source Type: Journal    
DOI: 10.3233/ida-2001-5103     Document Type: Conference Paper
Times cited : (36)

References (22)
  • 2
  • 6
    • 0026614036 scopus 로고
    • Interest in using a streamline current detector for automatic coagulant dose control
    • F. Bernazeau, P. Pierrone and J.P. Duguet, Interest in using a streamline current detector for automatic coagulant dose control, Water Supply 10(4) (1992), 87-96.
    • (1992) Water Supply , vol.10 , Issue.4 , pp. 87-96
    • Bernazeau, F.1    Pierrone, P.2    Duguet, J.P.3
  • 7
  • 8
    • 0033317943 scopus 로고    scopus 로고
    • Comparison of autoassociative neural networks and Kohonen maps for signal failure detection and reconstruction
    • C.H. Dagli et al., eds, ASME Press, New-York
    • T.J. B̈ohme, C.S. Cox, N. Valentin and T. Denoeux, Comparison of autoassociative neural networks and Kohonen maps for signal failure detection and reconstruction, in: Intelligent Engineering Systems through Artificial Neural Networks 9, C.H. Dagli et al., eds, ASME Press, New-York, 1999, pp. 637-644.
    • (1999) Intelligent Engineering Systems Through Artificial Neural Networks 9 , pp. 637-644
    • B̈ohme, T.J.1    Cox, C.S.2    Valentin, N.3    Denoeux, T.4
  • 9
    • 0024220237 scopus 로고
    • Auto-association by multilayer perceptrons and singular value decomposition
    • H. Bourlard and Y. Kamp, Auto-association by multilayer perceptrons and singular value decomposition, Biological Cybernetics 59 (1988), 291-294.
    • (1988) Biological Cybernetics , vol.59 , pp. 291-294
    • Bourlard, H.1    Kamp, Y.2
  • 10
    • 0026113980 scopus 로고
    • Nonlinear principal component analysis using autoassociative neural networks
    • M.A. Kramer, Nonlinear Principal Component Analysis using Autoassociative Neural Networks, AIChE Journal 37(2) (1991), 233-243.
    • (1991) AIChE Journal , vol.37 , Issue.2 , pp. 233-243
    • Kramer, M.A.1
  • 12
    • 0028757193 scopus 로고
    • A constructive algorithm for S.O.M. applied to water quality monitoring
    • Dagli, Fernandez, Ghosh and Kumara, eds, ASME Press, New-York
    • T. Trautmann and T. Denoeux, A constructive algorithm for S.O.M. applied to water quality monitoring, in: Intelligent Engineering Systems through artificial neural networks 4, Dagli, Fernandez, Ghosh and Kumara, eds, ASME Press, New-York, 1994, pp. 17-22.
    • (1994) Intelligent Engineering Systems Through Artificial Neural Networks , vol.4 , pp. 17-22
    • Trautmann, T.1    Denoeux, T.2
  • 13
    • 0029534535 scopus 로고
    • Comparison of dynamic feature map models for environmental monitoring
    • Perth, Australia
    • T. Trautmann and T. Denoeux, Comparison of dynamic feature map models for environmental monitoring, in: Proceedings of ICNN'95, (Vol. 1), Perth, Australia, 1995, pp. 73-78.
    • (1995) Proceedings of ICNN'95 , vol.1 , pp. 73-78
    • Trautmann, T.1    Denoeux, T.2
  • 14
    • 0027242497 scopus 로고
    • A statistical decision rule with incomplete knowledge about classes
    • B. Dubuisson and M. Masson, A statistical decision rule with incomplete knowledge about classes, Pattern Recognition 26(1) (1993), 155-165.
    • (1993) Pattern Recognition , vol.26 , Issue.1 , pp. 155-165
    • Dubuisson, B.1    Masson, M.2
  • 20
    • 85153956884 scopus 로고
    • Predicting of complications in coronary artery bypass operations using neural networks
    • G. Tesauro et al., eds. MIT Press, Menlo Park, CA
    • R.P. Lippmann, L. Kukolich and D. Shahian, Predicting of Complications in Coronary Artery Bypass Operations using Neural Networks, in: Advances in Neural Information Processing System 7, G. Tesauro et al., eds, MIT Press, Menlo Park, CA, 1995, pp. 1055-1062.
    • (1995) Advances in Neural Information Processing System , vol.7 , pp. 1055-1062
    • Lippmann, R.P.1    Kukolich, L.2    Shahian, D.3
  • 22
    • 38049168357 scopus 로고    scopus 로고
    • SOM-based data visualization methods
    • J. Vesanto, SOM-based data visualization methods, Intelligent Data Analysis 3(2) (1999), 111-126.
    • (1999) Intelligent Data Analysis , vol.3 , Issue.2 , pp. 111-126
    • Vesanto, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.