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Volumn 48, Issue 9, 2009, Pages 4415-4427

Online model-based redesign of experiments for parameter estimation in dynamic systems

Author keywords

[No Author keywords available]

Indexed keywords

CONTROL EFFORT; DYNAMIC EXPERIMENT; DYNAMIC PROCESS; DYNAMIC SYSTEMS; FIRST-PRINCIPLES; MODEL PARAMETERS; NUMBER OF SAMPLES; OFFLINE; ONLINE MODELS; OPTIMAL EXPERIMENT DESIGN; OPTIMAL MODEL; PARAMETER ESTIMATE; PROCESS DATA; PROCESS MEASUREMENTS; SEQUENTIAL MODEL;

EID: 67049087140     PISSN: 08885885     EISSN: None     Source Type: Journal    
DOI: 10.1021/ie8018356     Document Type: Article
Times cited : (65)

References (36)
  • 1
    • 33745230163 scopus 로고    scopus 로고
    • Incremental identification of kinetic models for homogeneous reaction systems
    • Brendel, M.; Bonvin, D.; Marquardt, W. Incremental identification of kinetic models for homogeneous reaction systems. Chem. Eng. Sci. 2006, 61, 5404-5420.
    • (2006) Chem. Eng. Sci , vol.61 , pp. 5404-5420
    • Brendel, M.1    Bonvin, D.2    Marquardt, W.3
  • 3
    • 0026878641 scopus 로고
    • Robust parameter estimation in on-line optimization-part I. Methodology and simulated case study
    • Krishnan, S.; Barton, G. W.; Perkins, J. D. Robust parameter estimation in on-line optimization-part I. Methodology and simulated case study. Comput. Chem. Eng. 1992, 16, 545-562.
    • (1992) Comput. Chem. Eng , vol.16 , pp. 545-562
    • Krishnan, S.1    Barton, G.W.2    Perkins, J.D.3
  • 5
    • 0002419565 scopus 로고
    • Design of experiments in non-linear situations
    • Box, G. E. P.; Lucas, H. L. Design of experiments in non-linear situations. Biometrika. 1959, 46, 77-90.
    • (1959) Biometrika , vol.46 , pp. 77-90
    • Box, G.E.P.1    Lucas, H.L.2
  • 6
    • 0034661129 scopus 로고    scopus 로고
    • Statistical tools for optimal dynamic model building
    • Asprey, S. P.; Macchietto, S. Statistical tools for optimal dynamic model building. Comput. Chem. Eng. 2000, 24, 1261-1267.
    • (2000) Comput. Chem. Eng , vol.24 , pp. 1261-1267
    • Asprey, S.P.1    Macchietto, S.2
  • 9
    • 33846687238 scopus 로고    scopus 로고
    • Validation of a model for biodiesel production through model-based experiment design
    • Franceschini, G.; Macchietto, S. Validation of a model for biodiesel production through model-based experiment design. Ind. Eng. Chem. Res. 2007, 46, 220-232.
    • (2007) Ind. Eng. Chem. Res , vol.46 , pp. 220-232
    • Franceschini, G.1    Macchietto, S.2
  • 10
    • 34247102244 scopus 로고    scopus 로고
    • Kinetic model identification and parameters estimation from TGA experiments
    • Reverte, C; Dirion, J. L.; Cabassud, M. Kinetic model identification and parameters estimation from TGA experiments. J. Anal. Appl. Pyrolysis 2007, 79, 297-305.
    • (2007) J. Anal. Appl. Pyrolysis , vol.79 , pp. 297-305
    • Reverte, C.1    Dirion, J.L.2    Cabassud, M.3
  • 11
    • 61849120162 scopus 로고    scopus 로고
    • Optimal design of clinical tests for the identification of physiological models of type 1 diabetes mellitus
    • Galvanin, F.; Barolo, M.; Macchietto, S.; Bezzo, F. Optimal design of clinical tests for the identification of physiological models of type 1 diabetes mellitus. Ind. Eng. Chem. Res. 2009, 48, 1989-2002.
    • (2009) Ind. Eng. Chem. Res , vol.48 , pp. 1989-2002
    • Galvanin, F.1    Barolo, M.2    Macchietto, S.3    Bezzo, F.4
  • 12
    • 33748057502 scopus 로고    scopus 로고
    • Exploiting the bootstrap method for quantifying parameter confidence intervals in dynamical systems
    • Joshi, M.; Seidel-Morgenstern, A.; Kremling, A. Exploiting the bootstrap method for quantifying parameter confidence intervals in dynamical systems. Metab. Eng. 2006, 8, 447-553.
    • (2006) Metab. Eng , vol.8 , pp. 447-553
    • Joshi, M.1    Seidel-Morgenstern, A.2    Kremling, A.3
  • 13
    • 0016339217 scopus 로고
    • Optimal input signals for parameter estimation in dynamic systems-Survey and new results
    • Mehra, R. K. Optimal input signals for parameter estimation in dynamic systems-Survey and new results. IEEE T. Automat. Cont. 1974, 19, 753-768.
    • (1974) IEEE T. Automat. Cont , vol.19 , pp. 753-768
    • Mehra, R.K.1
  • 14
    • 0016541895 scopus 로고
    • Design of Experiments for the identification of linear dynamic systems
    • Keviczky, L. Design of Experiments for the identification of linear dynamic systems. Technometrics. 1975, 17, 303-8.
    • (1975) Technometrics , vol.17 , pp. 303-308
    • Keviczky, L.1
  • 17
    • 33748524904 scopus 로고    scopus 로고
    • On adaptive optimal input design: A bioreactor case study
    • Stigter, J. D.; Vries, D.; Keesman, K. J. On adaptive optimal input design: a bioreactor case study. AIChE J. 2006, 52, 3290-3296.
    • (2006) AIChE J , vol.52 , pp. 3290-3296
    • Stigter, J.D.1    Vries, D.2    Keesman, K.J.3
  • 18
    • 52149085229 scopus 로고    scopus 로고
    • Model-based design of experiments for parameter precision: State of the art
    • Franceschini, G.; Macchietto, S. Model-based design of experiments for parameter precision: State of the art. Chem. Eng. Sci. 2008, 63, 4846-4872.
    • (2008) Chem. Eng. Sci , vol.63 , pp. 4846-4872
    • Franceschini, G.1    Macchietto, S.2
  • 20
    • 0029229437 scopus 로고
    • Uncertainty in process design and operations
    • Pistikopoulous, E. N. Uncertainty in process design and operations. Comput. Chem. Eng. 1995, 19 (S), 553-563.
    • (1995) Comput. Chem. Eng , vol.19 , Issue.S , pp. 553-563
    • Pistikopoulous, E.N.1
  • 22
    • 54949110943 scopus 로고    scopus 로고
    • PCA combined model-based design of experiments (DOE) criteria for differential and algebraic system parameter identification
    • Zhang, Y.; Edgar, T. F. PCA combined model-based design of experiments (DOE) criteria for differential and algebraic system parameter identification. Ind. Eng. Chem. Res. 2008, 47, 7772-7783.
    • (2008) Ind. Eng. Chem. Res , vol.47 , pp. 7772-7783
    • Zhang, Y.1    Edgar, T.F.2
  • 23
    • 0018109827 scopus 로고
    • Prospects for reducing correlations among parameter estimates in kinetic models
    • Pritchard, D.; Bacon, D. W. Prospects for reducing correlations among parameter estimates in kinetic models. Chem. Eng. Sci. 1978, 33, 1539-1543.
    • (1978) Chem. Eng. Sci , vol.33 , pp. 1539-1543
    • Pritchard, D.1    Bacon, D.W.2
  • 24
    • 42149131484 scopus 로고    scopus 로고
    • Novel anticorrelation criteria for model based experiment design: Theory and formulations
    • Franceschini, G.; Macchietto, S. Novel anticorrelation criteria for model based experiment design: Theory and formulations. AIChE J. 2008, 54, 1009-1024.
    • (2008) AIChE J , vol.54 , pp. 1009-1024
    • Franceschini, G.1    Macchietto, S.2
  • 26
    • 3042592739 scopus 로고    scopus 로고
    • Numerical methods for optimal control problems in design of robust optimal experiments for nonlinear dynamic processes
    • Körkel, S.; Kostina, E.; Bock, H. G.; Schlöder, J. P. Numerical methods for optimal control problems in design of robust optimal experiments for nonlinear dynamic processes. Opt. Methods Software. 2004, 19, 327-338.
    • (2004) Opt. Methods Software , vol.19 , pp. 327-338
    • Körkel, S.1    Kostina, E.2    Bock, H.G.3    Schlöder, J.P.4
  • 27
    • 0035359215 scopus 로고    scopus 로고
    • Using the concept of information to optimally design experiments with uncertain parameters
    • Emery, A. F. Using the concept of information to optimally design experiments with uncertain parameters. ASME J. Heat Transfer 2001, 123, 593-600.
    • (2001) ASME J. Heat Transfer , vol.123 , pp. 593-600
    • Emery, A.F.1
  • 28
    • 34247539009 scopus 로고    scopus 로고
    • On-line parameter estimation through dynamic inversion: A real time study
    • Panjapornpon, C.; Soroush, M. On-line parameter estimation through dynamic inversion: a real time study. Ind. Eng. Chem. Res. 2007, 39, 2503-2507.
    • (2007) Ind. Eng. Chem. Res , vol.39 , pp. 2503-2507
    • Panjapornpon, C.1    Soroush, M.2
  • 31
    • 0028497977 scopus 로고
    • Solution of a class of multistage dynamic optimizations problems. 1-Problems without path constraints
    • Vassiliadis, V. S.; Sargent, R. W. H.; Pantelides, C. C. Solution of a class of multistage dynamic optimizations problems. 1-Problems without path constraints. Ind. Eng. Chem. Res. 1994, 33, 2111-2122.
    • (1994) Ind. Eng. Chem. Res , vol.33 , pp. 2111-2122
    • Vassiliadis, V.S.1    Sargent, R.W.H.2    Pantelides, C.C.3
  • 32
    • 84897756833 scopus 로고    scopus 로고
    • Progress report; DIPIC, University of Padova: Italy
    • Galvanin, F., PhD Project. Progress report; DIPIC, University of Padova: Italy, 2007.
    • (2007) PhD Project
    • Galvanin, F.1
  • 33
    • 0024607513 scopus 로고
    • The optimal design of dynamic experiments
    • Espie, D.; Macchietto, S. The optimal design of dynamic experiments. AIChE J. 1989, 35, 223-229.
    • (1989) AIChE J , vol.35 , pp. 223-229
    • Espie, D.1    Macchietto, S.2
  • 34
    • 0003591911 scopus 로고    scopus 로고
    • Process Systems Enterprise Ltd, London, UK
    • gPROMS AdVanced User Guide-Rel. 2.3, Process Systems Enterprise Ltd.: London, UK, 2004.
    • (2004) gPROMS AdVanced User Guide-Rel. 2.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.