메뉴 건너뛰기




Volumn 13, Issue 8, 2003, Pages 801-818

State and parameter estimation in chemical and biochemical processes: A tutorial

Author keywords

Bioprocesses; Chemical processes; Parameter estimation; Parameter uncertainty; State estimation

Indexed keywords

ALGORITHMS; BIOCHEMISTRY; OBSERVABILITY; STATE ESTIMATION;

EID: 0141830951     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0959-1524(03)00026-X     Document Type: Article
Times cited : (431)

References (49)
  • 1
    • 55649112652 scopus 로고
    • Limitations of the extended Kalman filter for batch reactors
    • Agrawal M., Bonvin D. Limitations of the extended Kalman filter for batch reactors. Proc. IFAC Symp. DYCORD'. 89:1989;299-306.
    • (1989) Proc. IFAC Symp. DYCORD' , vol.89 , pp. 299-306
    • Agrawal, M.1    Bonvin, D.2
  • 2
    • 0002974696 scopus 로고
    • Improved state estimator in the face of unreliable parameters
    • Agrawal M., Bonvin D. Improved state estimator in the face of unreliable parameters. J. Process Control. 1:1991;251-257.
    • (1991) J. Process Control , vol.1 , pp. 251-257
    • Agrawal, M.1    Bonvin, D.2
  • 5
    • 0141760674 scopus 로고    scopus 로고
    • Dynamical modelling and state estimation of anaerobic wastewater treatment plants
    • CD-rom, paper F1028-1
    • Bernard O., M.Z. Hadj-Sadok, D. Dochain (1999). Dynamical modelling and state estimation of anaerobic wastewater treatment plants. Proc. EEC'99, CD-rom, paper F1028-1, 5p.
    • (1999) Proc. EEC'99 , pp. 5
    • Bernard, O.1    Hadj-Sadok, M.Z.2    Dochain, D.3
  • 6
    • 34548559642 scopus 로고    scopus 로고
    • Batch to batch improving control of yeast fermentation
    • Denmark: Kolding
    • Bonné, Jorgensen S.B. Batch to batch improving control of yeast fermentation. Proc. ESCAPE11. 2001;Kolding, Denmark.
    • (2001) Proc. ESCAPE11
    • Bonné1    Jorgensen, S.B.2
  • 8
    • 0031388995 scopus 로고    scopus 로고
    • An adaptive high-gain observer for nonlinear systems
    • San Diego
    • E. Bullinger, F. Allgower (1997). An adaptive high-gain observer for nonlinear systems. Proc. 36th CDC, San Diego, 4348-4353.
    • (1997) Proc. 36th CDC , pp. 4348-4353
    • Bullinger, E.1    Allgower, F.2
  • 10
    • 0023288774 scopus 로고
    • Application of the extended Kalman filter to identification of enzymatic deactivation
    • Caminal G., Lafuente F.J., Lopez-Santin J., Poch M., Sola C. Application of the extended Kalman filter to identification of enzymatic deactivation. Biotechnol. Bioeng. 24:1987;366-369.
    • (1987) Biotechnol. Bioeng , vol.24 , pp. 366-369
    • Caminal, G.1    Lafuente, F.J.2    Lopez-Santin, J.3    Poch, M.4    Sola, C.5
  • 11
    • 0025434862 scopus 로고
    • Adaptive robust observers for non-linear uncertain systems
    • Chen Y.H. Adaptive robust observers for non-linear uncertain systems. Int. J. Systems Sci. 21(5):1990;803-814.
    • (1990) Int. J. Systems Sci. , vol.21 , Issue.5 , pp. 803-814
    • Chen, Y.H.1
  • 12
    • 0028393014 scopus 로고
    • On the novel approach to the design of the unknown input observers
    • Darouach M. On the novel approach to the design of the unknown input observers. IEEE Trans. Aut. Control. 39(3):1994;698-699.
    • (1994) IEEE Trans. Aut. Control , vol.39 , Issue.3 , pp. 698-699
    • Darouach, M.1
  • 13
    • 0030193237 scopus 로고    scopus 로고
    • Reduced-order observer design for descriptor systems with unknown inputs
    • Darouach M., Zasadzinski M., Hayar M. Reduced-order observer design for descriptor systems with unknown inputs. IEEE Trans. Aut. Control. 41(7):1996;1068-1072.
    • (1996) IEEE Trans. Aut. Control , vol.41 , Issue.7 , pp. 1068-1072
    • Darouach, M.1    Zasadzinski, M.2    Hayar, M.3
  • 15
    • 0025464314 scopus 로고
    • Application of estimation techniques to batch reactors - III. Modelling refinements which improve the quality of state and parameter estimation
    • De Vallière Ph., Bonvin D. Application of estimation techniques to batch reactors - III. Modelling refinements which improve the quality of state and parameter estimation. Comp. Chem. Eng. 14(7):1990;799-808.
    • (1990) Comp. Chem. Eng. , vol.14 , Issue.7 , pp. 799-808
    • De Vallière, Ph.1    Bonvin, D.2
  • 16
    • 0026933875 scopus 로고
    • Exponentially converging observers for distillation columns
    • Deza F., Busvelle E., Gauthier J.P., Rakotopara D. Exponentially converging observers for distillation columns. Chem. Eng. Sci. 47(4):1992;3935-3941.
    • (1992) Chem. Eng. Sci. , vol.47 , Issue.4 , pp. 3935-3941
    • Deza, F.1    Busvelle, E.2    Gauthier, J.P.3    Rakotopara, D.4
  • 18
    • 0002878226 scopus 로고
    • Dynamic modeling and state estimation for an emulsion copolymerization reactor
    • Dimitratos J., Georgakis C., El-Aasser M.S., Klein A. Dynamic modeling and state estimation for an emulsion copolymerization reactor. Computers Chem. Eng. 13(1/2):1989;21-33.
    • (1989) Computers Chem. Eng. , vol.13 , Issue.1-2 , pp. 21-33
    • Dimitratos, J.1    Georgakis, C.2    El-Aasser, M.S.3    Klein, A.4
  • 19
    • 38249014780 scopus 로고
    • Local observability and controllability of stirred tank reactors
    • Dochain D., Chen L. Local observability and controllability of stirred tank reactors. J. Process Control. 2:1992;139-144.
    • (1992) J. Process Control , vol.2 , pp. 139-144
    • Dochain, D.1    Chen, L.2
  • 20
    • 0026933860 scopus 로고
    • Asymptotic observers for stirred tank reactors
    • Dochain D., Perrier M., Ydstie B.E. Asymptotic observers for stirred tank reactors. Chem. Eng. Sci. 47:1992;4167-4178.
    • (1992) Chem. Eng. Sci. , vol.47 , pp. 4167-4178
    • Dochain, D.1    Perrier, M.2    Ydstie, B.E.3
  • 21
    • 0141648689 scopus 로고    scopus 로고
    • State observers for processes with uncertain kinetics
    • Dochain D., Pengov M. State observers for processes with uncertain kinetics. Proc. ADCHEM2000. 2000;171-176.
    • (2000) Proc. ADCHEM2000 , pp. 171-176
    • Dochain, D.1    Pengov, M.2
  • 22
    • 0036055757 scopus 로고    scopus 로고
    • A state observers for processes with uncertain kinetics
    • Dochain D., Perrier M. A state observers for processes with uncertain kinetics. Proc. ACC. 4:2002;2873-2878.
    • (2002) Proc. ACC , vol.4 , pp. 2873-2878
    • Dochain, D.1    Perrier, M.2
  • 23
    • 0005553812 scopus 로고    scopus 로고
    • Nonlinear inferential control for process applications
    • Doyle F.J. III Nonlinear inferential control for process applications. Proc. ADCHEM'97. 170-181:1997.
    • (1997) Proc. ADCHEM'97 , vol.170-181
    • Doyle F.J. III1
  • 24
    • 0021170473 scopus 로고
    • Disturbance decoupled observer design via singular value decomposition
    • Fairman F.W., Mahil S.S., Luk L. Disturbance decoupled observer design via singular value decomposition. IEEE Trans. Aut. Control. AC-29(1):1984;84-86.
    • (1984) IEEE Trans. Aut. Control , vol.AC-29 , Issue.1 , pp. 84-86
    • Fairman, F.W.1    Mahil, S.S.2    Luk, L.3
  • 25
    • 0028465219 scopus 로고
    • Observability and observers for nonlinear systems
    • Gauthier J.P., Kupka A.K. Observability and observers for nonlinear systems. SIAM J. Control & Optim. 32(4):1992;975-994.
    • (1992) SIAM J. Control & Optim , vol.32 , Issue.4 , pp. 975-994
    • Gauthier, J.P.1    Kupka, A.K.2
  • 30
    • 0019439826 scopus 로고
    • Suboptimal stochastic control of a continuous latex reactor
    • Kiparissides C., MacGregor J.F., Hamielec A.E. Suboptimal stochastic control of a continuous latex reactor. AIChE J. 27:1981;13-19.
    • (1981) AIChE J. , vol.27 , pp. 13-19
    • Kiparissides, C.1    MacGregor, J.F.2    Hamielec, A.E.3
  • 31
    • 0142224770 scopus 로고
    • Linearization by output injecton and nonlinear observers
    • Krener A.J., Isidori A. Linearization by output injecton and nonlinear observers. Systems & Control Letters. 3:1983;47-52.
    • (1983) Systems & Control Letters , vol.3 , pp. 47-52
    • Krener, A.J.1    Isidori, A.2
  • 32
    • 0022028028 scopus 로고
    • Nonlinear observers with linearizable error dynamics
    • Krener A.J., Respondek W. Nonlinear observers with linearizable error dynamics. SIAM J. Control & Optim. 23(2):1985;197-216.
    • (1985) SIAM J. Control & Optim , vol.23 , Issue.2 , pp. 197-216
    • Krener, A.J.1    Respondek, W.2
  • 33
    • 0017453646 scopus 로고
    • Adaptive observers with exponential rate of convergence
    • Kreisselmeier G. Adaptive observers with exponential rate of convergence. IEEE Trans. Aut. Control. AC-22(1):1977;2-8.
    • (1977) IEEE Trans. Aut. Control , vol.AC-22 , Issue.1 , pp. 2-8
    • Kreisselmeier, G.1
  • 36
    • 0141537423 scopus 로고
    • Issues in the optimization, estimation and control of fed-batch bioreactors using tendency models
    • Colorado: Keystone
    • Lee S.H., Tsobanakis P., Phillips J.A., Georgakis C. Issues in the optimization, estimation and control of fed-batch bioreactors using tendency models. Proc. ICCAFT 5/IFAC-BIO 2. 1992;Keystone, Colorado.
    • (1992) Proc. ICCAFT 5/IFAC-BIO , vol.2
    • Lee, S.H.1    Tsobanakis, P.2    Phillips, J.A.3    Georgakis, C.4
  • 37
    • 0018455227 scopus 로고
    • The application of several Kalman filters to the control of a real chemical reactor
    • Litchfield R.J., Campbell K.S., Lock A. The application of several Kalman filters to the control of a real chemical reactor. Trans. Inst. Chem. Eng. 57:1979;113-120.
    • (1979) Trans. Inst. Chem. Eng. , vol.57 , pp. 113-120
    • Litchfield, R.J.1    Campbell, K.S.2    Lock, A.3
  • 39
    • 0025481508 scopus 로고
    • Adaptive observers for single output nonlinear systems
    • Marino R. Adaptive observers for single output nonlinear systems. IEEE Trans. Aut. Cont. 35:1990;1054-1058.
    • (1990) IEEE Trans. Aut. Cont , vol.35 , pp. 1054-1058
    • Marino, R.1
  • 41
    • 0027631901 scopus 로고
    • Evaluation of control strategies for anaerobic digestion processes
    • Perrier M., Dochain D. Evaluation of control strategies for anaerobic digestion processes. Int. J. Adaptive Cont. Signal Processing. 7(4):1993;309-321.
    • (1993) Int. J. Adaptive Cont. Signal Processing , vol.7 , Issue.4 , pp. 309-321
    • Perrier, M.1    Dochain, D.2
  • 42
    • 0343673969 scopus 로고    scopus 로고
    • Tuning of observer-based estimators: Theory and application to the on-line estimation of kinetic parameters
    • Perrier M., Feyo de Azevedo S., Ferreira E.C., Dochain D. Tuning of observer-based estimators. theory and application to the on-line estimation of kinetic parameters Control Eng. Practice. 8(4):2000;377-388.
    • (2000) Control Eng. Practice , vol.8 , Issue.4 , pp. 377-388
    • Perrier, M.1    De Azevedo, S.F.2    Ferreira, E.C.3    Dochain, D.4
  • 43
    • 0025383344 scopus 로고
    • Estimation of multiple specific growth rates in bioprocesses
    • Pomerleau Y., Perrier M. Estimation of multiple specific growth rates in bioprocesses. AIChE J. 27:1990;231-236.
    • (1990) AIChE J. , vol.27 , pp. 231-236
    • Pomerleau, Y.1    Perrier, M.2
  • 45
    • 0344563583 scopus 로고    scopus 로고
    • Adaptive control at low-level glucose concentration to study HEK-293 cell metabolism in serum pure cultures
    • Siegwart P., Male K., Côté J., Luong J.H.T., Perrier M., Kamen A. Adaptive control at low-level glucose concentration to study HEK-293 cell metabolism in serum pure cultures. Biotechnol. Progress. 15:1999;608-616.
    • (1999) Biotechnol. Progress , vol.15 , pp. 608-616
    • Siegwart, P.1    Male, K.2    Côté, J.3    Luong, J.H.T.4    Perrier, M.5    Kamen, A.6
  • 47
    • 0021507444 scopus 로고
    • Studies on on-line bioreactor identification
    • Stephanopoulos G., San K.-Y. Studies on on-line bioreactor identification. Biotechnol. Bioeng. 26:1984;1176-1188.
    • (1984) Biotechnol. Bioeng , vol.26 , pp. 1176-1188
    • Stephanopoulos, G.1    San, K.-Y.2
  • 48
    • 0015100024 scopus 로고
    • Application of modern estimation and identification techniques to chemical processes
    • Wells C.H. Application of modern estimation and identification techniques to chemical processes. AIChE J. 17:1971;966-973.
    • (1971) AIChE J. , vol.17 , pp. 966-973
    • Wells, C.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.