메뉴 건너뛰기




Volumn 17, Issue 4, 2000, Pages 433-440

Soft sensors with white- and black-box approaches for a wastewater treatment process

Author keywords

Estimators; Neural networks; Stacked generalization; Wastewater treatment

Indexed keywords


EID: 0038807311     PISSN: 01046632     EISSN: None     Source Type: Journal    
DOI: 10.1590/S0104-66322000000400008     Document Type: Article
Times cited : (5)

References (20)
  • 1
    • 0029159052 scopus 로고
    • Biomass Estimation in Plant Cell Cultures: A Neural Network Approach
    • Albiol, J., Campmajó, C., Casas, C. and Poch, M., Biomass Estimation in Plant Cell Cultures: A Neural Network Approach, Biotechnol. Prog., 11, 88-92 (1995).
    • (1995) Biotechnol. Prog. , vol.11 , pp. 88-92
    • Albiol, J.1    Campmajó, C.2    Casas, C.3    Poch, M.4
  • 3
    • 0032143093 scopus 로고    scopus 로고
    • Experimental Studies on Optimal Molecular Weight Distribution Control in a Batch-Free Radical Polymerization Process
    • Crowley, T.J. and Choi, K.Y., Experimental Studies on Optimal Molecular Weight Distribution Control in a Batch-Free Radical Polymerization Process, Chem. Engng. Sci., 53, No. 15, 2769-2790 (1998).
    • (1998) Chem. Engng. Sci. , vol.53 , Issue.15 , pp. 2769-2790
    • Crowley, T.J.1    Choi, K.Y.2
  • 5
    • 0028765396 scopus 로고
    • Artificial Neural Network Based Experimental Design Procedures for Enhancing Fermentation Development
    • Glassey, J., Montague, G.A., Ward, A.C. and Kara, B.V., Artificial Neural Network Based Experimental Design Procedures for Enhancing Fermentation Development, Biotech. Bioeng., 44, 397-405 (1994).
    • (1994) Biotech. Bioeng. , vol.44 , pp. 397-405
    • Glassey, J.1    Montague, G.A.2    Ward, A.C.3    Kara, B.V.4
  • 6
    • 0001464112 scopus 로고
    • State Estimation for Semi-Batch Polymerization Reactors
    • Kozub, D.J. and MacGregor, J.F., State Estimation for Semi-Batch Polymerization Reactors, Chem. Engng. Sci., 47 No. 5, 1047-1062 (1992).
    • (1992) Chem. Engng. Sci. , vol.47 , Issue.5 , pp. 1047-1062
    • Kozub, D.J.1    MacGregor, J.F.2
  • 7
    • 0033079979 scopus 로고    scopus 로고
    • A Recursively Identified Model for Short-Term Predictions of NH4/NO3 - Concentrations in Alternating Activated Sludge Process
    • Lukasse, L.J.S., Keesman, K.J. and van Straten, G., A Recursively Identified Model for Short-Term Predictions of NH4/NO3 - Concentrations in Alternating Activated Sludge Process, J. Proc. Control, 9, 87-100 (1999).
    • (1999) J. Proc. Control , vol.9 , pp. 87-100
    • Lukasse, L.J.S.1    Keesman, K.J.2    Van Straten, G.3
  • 8
    • 0028484517 scopus 로고
    • Neural-Network Contributions in Biotechnology
    • Montague, G. and Morris, J., Neural-Network Contributions in Biotechnology, TIBITECH, 12, 312-324 (1994).
    • (1994) TIBITECH , vol.12 , pp. 312-324
    • Montague, G.1    Morris, J.2
  • 9
    • 0028207871 scopus 로고
    • Artificial Neural Networks: Studies in Process Modelling and Control
    • Morris, A.J., Montague, G.A. and Willis, M.J., Artificial Neural Networks: Studies in Process Modelling and Control, Trans. IChemE., 72 Part A, 3-19 (1994).
    • (1994) Trans. IChemE. , vol.72 , Issue.PART A , pp. 3-19
    • Morris, A.J.1    Montague, G.A.2    Willis, M.J.3
  • 10
    • 0030151226 scopus 로고    scopus 로고
    • State Estimation and Control for Systems with Delayed Offline Measurements
    • Myers, M.A., Kang, S. and Luecke, R.H., State Estimation and Control for Systems with Delayed Offline Measurements, Comp. Chem. Engng., 20, No. 5, 585-588 (1996).
    • (1996) Comp. Chem. Engng. , vol.20 , Issue.5 , pp. 585-588
    • Myers, M.A.1    Kang, S.2    Luecke, R.H.3
  • 11
    • 0030215706 scopus 로고    scopus 로고
    • A Moving Horizon-Based Approach for Least-Squares Estimation
    • Robertson, D.G., Lee, J.H. and Rawlings, J.B., A Moving Horizon-Based Approach for Least-Squares Estimation, AIChE Journal, 42, No. 8, 2209-2224 (1996).
    • (1996) AIChE Journal , vol.42 , Issue.8 , pp. 2209-2224
    • Robertson, D.G.1    Lee, J.H.2    Rawlings, J.B.3
  • 12
    • 0030082709 scopus 로고    scopus 로고
    • Cross-Validated Structure Selection for Neural Networks
    • Schenker, B. and Agarwal, M., Cross-Validated Structure Selection for Neural Networks, Comp. Chem. Engng., 20, No. 2, 175-186 (1996).
    • (1996) Comp. Chem. Engng. , vol.20 , Issue.2 , pp. 175-186
    • Schenker, B.1    Agarwal, M.2
  • 13
    • 0030243055 scopus 로고    scopus 로고
    • Process Modeling Using Stacked Neural Networks
    • Sridhar, D.V., Seagrave, R.C. & Bartlett, E.B., Process Modeling Using Stacked Neural Networks, AIChE Journal, 42 No. 9, 2529-2539 (1996).
    • (1996) AIChE Journal , vol.42 , Issue.9 , pp. 2529-2539
    • Sridhar, D.V.1    Seagrave, R.C.2    Bartlett, E.B.3
  • 14
    • 0032532850 scopus 로고    scopus 로고
    • Experiences Implementing the Extended Kalman Filter on an Industrial Batch Reactor
    • Wilson, D.I., Agarwal, M. and Rippin, D.W.T., Experiences Implementing the Extended Kalman Filter on an Industrial Batch Reactor, Comp. Chem. Engng., 22, No. 11, 1653-1672 (1998).
    • (1998) Comp. Chem. Engng. , vol.22 , Issue.11 , pp. 1653-1672
    • Wilson, D.I.1    Agarwal, M.2    Rippin, D.W.T.3
  • 15
    • 0026692226 scopus 로고
    • Stacked Generalization
    • Wolpert, D.H., Stacked Generalization, Neural Networks, 5, 241-259 (1992).
    • (1992) Neural Networks , vol.5 , pp. 241-259
    • Wolpert, D.H.1
  • 16
    • 0030141674 scopus 로고    scopus 로고
    • In-Situ Estimation of MOCVD Growth Rate via a Modified Kalman Filter
    • Woo, W.W., Svoronos, S.A., Sankur, H.O., Bajaj, J. and Irvine, S.J.C., In-Situ Estimation of MOCVD Growth Rate via a Modified Kalman Filter, AIChE Journal, 42, No. 5, 1319-1340 (1996).
    • (1996) AIChE Journal , vol.42 , Issue.5 , pp. 1319-1340
    • Woo, W.W.1    Svoronos, S.A.2    Sankur, H.O.3    Bajaj, J.4    Irvine, S.J.C.5
  • 17
    • 0028397699 scopus 로고
    • A Prototype Neural Network Supervised Control System for Bacillus thuringiensis Fermentations
    • Zhang, Q., Reid, J.F., Litchfield, J.B., Ren, J. and Chang, S.-W., A Prototype Neural Network Supervised Control System for Bacillus thuringiensis Fermentations, Biotech. Bioeng., 43, 483-489 (1994).
    • (1994) Biotech. Bioeng. , vol.43 , pp. 483-489
    • Zhang, Q.1    Reid, J.F.2    Litchfield, J.B.3    Ren, J.4    Chang, S.-W.5
  • 18
  • 20
    • 0029712734 scopus 로고    scopus 로고
    • Monitoring Bioprocesses Using a Hybrid Models and an Extended Kalman Filter
    • Zorzetto, L.F.M. and Wilson, J.A., Monitoring Bioprocesses Using a Hybrid Models and an Extended Kalman Filter, Comp. Chem. Engng., 20, S689-S694 (1996).
    • (1996) Comp. Chem. Engng. , vol.20
    • Zorzetto, L.F.M.1    Wilson, J.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.