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Volumn 21, Issue 4, 2004, Pages 753-760

Experimental simultaneous state and parameter identification of a pH neutralization process based on an Extended Kalman Filter

Author keywords

Extended Kalman Filter; Parameter Estimation; pH Neutralization Process; Reaction Invariant Model

Indexed keywords

IDENTIFICATION (CONTROL SYSTEMS); KALMAN FILTERING; MATHEMATICAL MODELS; STATE FEEDBACK; THREE TERM CONTROL SYSTEMS; TITRATION;

EID: 7744222438     PISSN: 02561115     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02705516     Document Type: Article
Times cited : (9)

References (29)
  • 2
    • 0033459803 scopus 로고    scopus 로고
    • Fuzzy model predictive control of nonlinear pH process
    • Cho, K., Yeo, Y., Kim, J. and Koh, S., "Fuzzy Model Predictive Control of Nonlinear pH Process," Korean J. Chem. Eng., 16, 208 (1999).
    • (1999) Korean J. Chem. Eng. , vol.16 , pp. 208
    • Cho, K.1    Yeo, Y.2    Kim, J.3    Koh, S.4
  • 4
    • 0020602306 scopus 로고
    • Dynamic modeling and reaction invariant control of pH
    • Gustafsson, T. K. and Waller, K V., "Dynamic Modeling and Reaction Invariant Control of pH," Chem. Eng. Sci., 38, 389 (1983).
    • (1983) Chem. Eng. Sci. , vol.38 , pp. 389
    • Gustafsson, T.K.1    Waller, K.V.2
  • 5
    • 0021823092 scopus 로고
    • An experimental study of a class of algorithms for adaptive pH control
    • Gustafsson, T. K., "An Experimental Study of a Class of Algorithms for Adaptive pH Control," Chem. Eng. Sci., 40, 827 (1985).
    • (1985) Chem. Eng. Sci. , vol.40 , pp. 827
    • Gustafsson, T.K.1
  • 9
    • 0031140065 scopus 로고    scopus 로고
    • Adaptive input-output linearization of a ph neutralization process
    • Henson, M. A. and Seborg, D. E., "Adaptive Input-Output linearization of a pH Neutralization Process," Int. J. Adapt. Control Signal Process, 11, 171 (1997).
    • (1997) Int. J. Adapt. Control Signal Process , vol.11 , pp. 171
    • Henson, M.A.1    Seborg, D.E.2
  • 11
    • 0005037261 scopus 로고
    • A physico-chemical model and a feedback-feedforward pH-control algorithm for continuous stirred tank reactors
    • Jutila, P., "A Physico-Chemical Model and a Feedback-Feedforward pH-Control Algorithm for Continuous Stirred Tank Reactors,'' Comput. Control Oper, Chem. Plants, 149 (1981).
    • (1981) Comput. Control Oper, Chem. Plants , pp. 149
    • Jutila, P.1
  • 12
    • 0019584654 scopus 로고
    • Control and estimation algorithms for physico-chemical models of pH-processes in stirred tank reactors
    • Jutila, P. and Orava, P. J., "Control and Estimation Algorithms for Physico-chemical Models of pH-Processes in Stirred Tank Reactors," Int. J. Syst. Sci., 12, 855 (1981).
    • (1981) Int. J. Syst. Sci. , vol.12 , pp. 855
    • Jutila, P.1    Orava, P.J.2
  • 13
    • 0019593403 scopus 로고
    • A physico-chemical model and simulation of pH-process in continuous stirred tank reactors
    • Jutila, P., Orava, P. J. and Salmelin, B. A., "A Physico-Chemical Model and Simulation of pH-Process in Continuous Stirred Tank Reactors," Math. Comput. Simul., 23, 99 (1981).
    • (1981) Math. Comput. Simul. , vol.23 , pp. 99
    • Jutila, P.1    Orava, P.J.2    Salmelin, B.A.3
  • 14
    • 0020809683 scopus 로고
    • An application of adaptive pH-control algorithm based on physico-chemical modeling in a chemical waste-water treatment plant
    • Jutila, P., "An Application of Adaptive pH-Control Algorithm Based on Physico-chemical Modeling in a Chemical Waste-water Treatment Plant," Int. J. Control, 38, 639 (1983).
    • (1983) Int. J. Control , vol.38 , pp. 639
    • Jutila, P.1
  • 15
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Kalman, R. E., "A New Approach to Linear Filtering and Prediction Problems" J. Basic Eng., Trans. ASME, 82, 35 (1960).
    • (1960) J. Basic Eng., Trans. ASME , vol.82 , pp. 35
    • Kalman, R.E.1
  • 16
    • 0000072761 scopus 로고
    • Extended Kalman Filter based nonlinear model predictive control
    • Lee, J. H. and Ricker, N. L., "Extended Kalman Filter Based Nonlinear Model Predictive Control," Ind. Eng. Chem. Res., 33, 1530 (1994).
    • (1994) Ind. Eng. Chem. Res. , vol.33 , pp. 1530
    • Lee, J.H.1    Ricker, N.L.2
  • 17
    • 0028166725 scopus 로고
    • Nonlinear inferential control of pulp digesters
    • Lee, J. H. and Datta, A. K., "Nonlinear Inferential Control of Pulp Digesters," AIChEJ., 40, 51 (1994).
    • (1994) AIChEJ. , vol.40 , pp. 51
    • Lee, J.H.1    Datta, A.K.2
  • 18
    • 0344001193 scopus 로고    scopus 로고
    • Parameter identification of pH process using reformulated RPEM
    • Lee, T. C., Yang, D. R., Lee, G. S. and Yoon, T. W., "Parameter Identification of pH Process Using Reformulated RPEM," APCChE 99, 1021 (1999).
    • (1999) APCChE , vol.99 , pp. 1021
    • Lee, T.C.1    Yang, D.R.2    Lee, G.S.3    Yoon, T.W.4
  • 19
    • 0035913604 scopus 로고    scopus 로고
    • Indirect adaptive backstepping control of a pH neutralization process based on recursive prediction error method for combined state and parameter estimation
    • Lee, T. C., Yang, D. R., Lee, K. S. and Yoon, T. W., "Indirect Adaptive Backstepping Control of a pH Neutralization Process Based on Recursive Prediction Error Method for Combined State and Parameter Estimation," Ind. Eng. Chem. Res., 40, 4102 (2001).
    • (2001) Ind. Eng. Chem. Res. , vol.40 , pp. 4102
    • Lee, T.C.1    Yang, D.R.2    Lee, K.S.3    Yoon, T.W.4
  • 20
    • 0018435192 scopus 로고
    • Asymptotic behavior of the Extended Kalman Filter as a parameter estimator for linear system
    • Ljung, L., "Asymptotic Behavior of the Extended Kalman Filter as a Parameter Estimator for Linear System," IEEE Transaction on Automatic Control, AC-24, 1 (1979).
    • (1979) IEEE Transaction on Automatic Control , vol.AC-24 , pp. 1
    • Ljung, L.1
  • 21
    • 58149319587 scopus 로고
    • Neural network modelling and control strategies for a pH process
    • Loh, A. P., Looi, K. O. and Fong, K. F., "Neural Network Modelling and Control Strategies for a pH Process," J. Proc. Control, 5, 355 (1995).
    • (1995) J. Proc. Control , vol.5 , pp. 355
    • Loh, A.P.1    Looi, K.O.2    Fong, K.F.3
  • 23
    • 0030085373 scopus 로고    scopus 로고
    • Modeling pH neutralization processes using fuzzy-neutal approaches
    • Nie, J., Loh, A. P. and Hang, C. C., "Modeling pH Neutralization Processes using Fuzzy-neutal Approaches," Fuzzy Sets and Systems, 78, 5 (1996).
    • (1996) Fuzzy Sets and Systems , vol.78 , pp. 5
    • Nie, J.1    Loh, A.P.2    Hang, C.C.3
  • 24
    • 0019353829 scopus 로고
    • Chemical reaction invariants and variants and their use in reactor modeling, simulation, and control
    • Waller, K. V. and Mäkilä, P. M., "Chemical Reaction Invariants and Variants and Their Use in Reactor Modeling, Simulation, and Control," Ind. Eng. Chem. Process Des. Dev., 20, 1 (1981).
    • (1981) Ind. Eng. Chem. Process Des. Dev. , vol.20 , pp. 1
    • Waller, K.V.1    Mäkilä, P.M.2
  • 25
    • 0020547916 scopus 로고
    • Fundamental properties of continuous pH control
    • Waller, K. V. and Gustaffson, T. K., "Fundamental Properties of Continuous pH Control," ISA Transactions, 22, 25 (1983).
    • (1983) ISA Transactions , vol.22 , pp. 25
    • Waller, K.V.1    Gustaffson, T.K.2
  • 26
    • 0026254258 scopus 로고
    • Strong acid equivalent control of pH processes: An experimental study
    • Wright, R. A., Soroush, M. and Kravaris, C., "Strong Acid Equivalent Control of pH Processes: An Experimental Study," Ind. Eng. Chem. Res., 30, 2437 (1991).
    • (1991) Ind. Eng. Chem. Res. , vol.30 , pp. 2437
    • Wright, R.A.1    Soroush, M.2    Kravaris, C.3
  • 27
    • 0032095431 scopus 로고    scopus 로고
    • On-line identification and nonlinear control of pH processes
    • Wright, R. A., Smith, B. E. and Kravaris, C., "On-line Identification and Nonlinear Control of pH Processes," Ind. Eng. Chem. Res., 37, 2446 (1998).
    • (1998) Ind. Eng. Chem. Res. , vol.37 , pp. 2446
    • Wright, R.A.1    Smith, B.E.2    Kravaris, C.3
  • 28
    • 0035427806 scopus 로고    scopus 로고
    • On-bne identification and nonlinear control of an industrial pH process
    • Wright, R. A. and Kravaris, C., "On-Bne Identification and Nonlinear Control of an Industrial pH Process," J. Process Control, 11, 361 (2001).
    • (2001) J. Process Control , vol.11 , pp. 361
    • Wright, R.A.1    Kravaris, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.