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Volumn 21, Issue 1, 2011, Pages 119-129

Incorporating delayed and infrequent measurements in Extended Kalman Filter based nonlinear state estimation

Author keywords

Extended Kalman Filter; Measurement delay; Multi rate filtering; State augmentation

Indexed keywords

ALTERNATE METHOD; CHEMICAL PROCESS; COMPUTATION TIME; EXACT DELAY; EXISTING METHOD; FIXED-LAG SMOOTHING; MEASUREMENT DELAY; MEASUREMENT DELAYS; MULTI RATE; NONLINEAR STATE ESTIMATION; OUT OF SEQUENCE MEASUREMENTS; POLYMERIZATION REACTORS; PRIMARY MEASUREMENTS; REACTIVE DISTILLATION COLUMNS; SECONDARY MEASUREMENTS; SIMULATION STUDIES; STATE AUGMENTATION; TIME VARYING; UNCERTAIN DELAY; UNIFIED FRAMEWORK;

EID: 78751585016     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jprocont.2010.10.013     Document Type: Article
Times cited : (130)

References (24)
  • 1
    • 0034282490 scopus 로고    scopus 로고
    • Comparison of alternative control structures for an ideal two-product reactive distillation column
    • M. Al-Arfaj, and W.L. Luyben Comparison of alternative control structures for an ideal two-product reactive distillation column Ind. Eng. Chem. Res. 39 2000 3298 3307
    • (2000) Ind. Eng. Chem. Res. , vol.39 , pp. 3298-3307
    • Al-Arfaj, M.1    Luyben, W.L.2
  • 2
    • 85075501533 scopus 로고
    • State estimation for distributed systems with sensing delay
    • H.L. Alexander State estimation for distributed systems with sensing delay SPIE Data Struct. Target Classif. 1470 1991 104 111
    • (1991) SPIE Data Struct. Target Classif. , vol.1470 , pp. 104-111
    • Alexander, H.L.1
  • 3
    • 0034302789 scopus 로고    scopus 로고
    • Two-step procedure for data-based modeling for inferential control applications
    • R. Amirthalingam, S.W. Sung, and J.H. Lee Two-step procedure for data-based modeling for inferential control applications AIChE J. 46 2000 1974 1988
    • (2000) AIChE J. , vol.46 , pp. 1974-1988
    • Amirthalingam, R.1    Sung, S.W.2    Lee, J.H.3
  • 7
    • 0028171087 scopus 로고
    • Multirate state and parameter estimation in an antibiotic fermentation with delayed measurements
    • R.D. Gudi, S.L. Shah, and M.R. Gray Multirate state and parameter estimation in an antibiotic fermentation with delayed measurements Biotechnol. Bioeng. 44 1994 1271 1278
    • (1994) Biotechnol. Bioeng. , vol.44 , pp. 1271-1278
    • Gudi, R.D.1    Shah, S.L.2    Gray, M.R.3
  • 8
    • 0029395216 scopus 로고
    • Adaptive multirate state and estimation strategies with application to a bioreactor
    • R.D. Gudi, S.L. Shah, and M.R. Gray Adaptive multirate state and estimation strategies with application to a bioreactor AIChE J. 41 1995 2451 2464
    • (1995) AIChE J. , vol.41 , pp. 2451-2464
    • Gudi, R.D.1    Shah, S.L.2    Gray, M.R.3
  • 9
    • 23944501743 scopus 로고    scopus 로고
    • Fusion of time delayed measurements with uncertain time delays
    • Portland, OR, USA
    • S.J. Julier, and J.K. Uhlmann Fusion of time delayed measurements with uncertain time delays 2005 American Control Conference Portland, OR, USA 2005 4028 4033
    • (2005) 2005 American Control Conference , pp. 4028-4033
    • Julier, S.J.1    Uhlmann, J.K.2
  • 11
    • 3242693312 scopus 로고    scopus 로고
    • On-line state and parameter estimation of EPDM polymerization reactors using a hierarchical extended Kalman filter
    • R. Li, A.B. Corripio, M.A. Henson, and M.J. Kurtz On-line state and parameter estimation of EPDM polymerization reactors using a hierarchical extended Kalman filter J. Process Control 14 2004 837 852
    • (2004) J. Process Control , vol.14 , pp. 837-852
    • Li, R.1    Corripio, A.B.2    Henson, M.A.3    Kurtz, M.J.4
  • 12
    • 0015207266 scopus 로고
    • Computational requirements for a discrete Kalman filter
    • J.M. Mendel Computational requirements for a discrete Kalman filter IEEE Trans. Autom. Contr. 16 6 1971 748 758
    • (1971) IEEE Trans. Autom. Contr. , vol.16 , Issue.6 , pp. 748-758
    • Mendel, J.M.1
  • 13
    • 0031121406 scopus 로고    scopus 로고
    • A new multirate-measurement-based estimator: Emulsion copolymerization batch reactor case study
    • R.K. Mutha, W.R. Cluett, and A. Penlidis A new multirate-measurement- based estimator: emulsion copolymerization batch reactor case study Ind. Eng. Chem. Res. 36 1997 1036 1047
    • (1997) Ind. Eng. Chem. Res. , vol.36 , pp. 1036-1047
    • Mutha, R.K.1    Cluett, W.R.2    Penlidis, A.3
  • 14
    • 0031274852 scopus 로고    scopus 로고
    • Online nonlinear model-based estimation and control of a polymer reactor
    • R.K. Mutha, W.R. Cluett, and A. Penlidis Online nonlinear model-based estimation and control of a polymer reactor AIChE J. 43 1997 3042 3058
    • (1997) AIChE J. , vol.43 , pp. 3042-3058
    • Mutha, R.K.1    Cluett, W.R.2    Penlidis, A.3
  • 15
    • 27844532117 scopus 로고    scopus 로고
    • Development and application of linear process model in estimation and control of reactive distillation
    • M.J. Olanrewaju, and M.A. Al-Arfaj Development and application of linear process model in estimation and control of reactive distillation Comput. Chem. Eng. 30 2005 147 157
    • (2005) Comput. Chem. Eng. , vol.30 , pp. 147-157
    • Olanrewaju, M.J.1    Al-Arfaj, M.A.2
  • 16
    • 0036532920 scopus 로고    scopus 로고
    • Product property and production rate control of styrene polymerization
    • V. Prasad, M. Schley, L.P. Russo, and B. Wayne Bequette Product property and production rate control of styrene polymerization J. Process Control 12 2002 353 372
    • (2002) J. Process Control , vol.12 , pp. 353-372
    • Prasad, V.1    Schley, M.2    Russo, L.P.3    Wayne Bequette, B.4
  • 17
    • 0037291591 scopus 로고    scopus 로고
    • Constrained state estimation for nonlinear discrete-time systems: Stability and moving horizon approximations
    • C.V. Rao, J.B. Rawlings, and D.Q. Mayne Constrained state estimation for nonlinear discrete-time systems: stability and moving horizon approximations IEEE Trans. Autom. Contr. 48 2003 246 258
    • (2003) IEEE Trans. Autom. Contr. , vol.48 , pp. 246-258
    • Rao, C.V.1    Rawlings, J.B.2    Mayne, D.Q.3
  • 18
    • 0030215706 scopus 로고    scopus 로고
    • A moving horizon-based approach for least-squares estimation
    • D.G. Robertson, J.H. Lee, and J.B. Rawlings A moving horizon-based approach for least-squares estimation AIChE J. 42 1996 2209 2224
    • (1996) AIChE J. , vol.42 , pp. 2209-2224
    • Robertson, D.G.1    Lee, J.H.2    Rawlings, J.B.3
  • 21
    • 0033119083 scopus 로고    scopus 로고
    • Multirate nonlinear state estimation with application to a polymerization reactor
    • S. Tatiraju, M. Soroush, and B.A. Ogunnaike Multirate nonlinear state estimation with application to a polymerization reactor AIChE J. 45 1999 769 780
    • (1999) AIChE J. , vol.45 , pp. 769-780
    • Tatiraju, S.1    Soroush, M.2    Ogunnaike, B.A.3
  • 22
    • 15944413431 scopus 로고    scopus 로고
    • Recursive estimation in constrained nonlinear dynamical systems
    • P. Vachhani, R. Rengaswamy, V. Gangwal, and S. Narasimhan Recursive estimation in constrained nonlinear dynamical systems AIChE J. 51 2005 946 959
    • (2005) AIChE J. , vol.51 , pp. 946-959
    • Vachhani, P.1    Rengaswamy, R.2    Gangwal, V.3    Narasimhan, S.4
  • 24
    • 20544432271 scopus 로고    scopus 로고
    • Optimal update with out-of-sequence measurements
    • K. Zhang, X. Rong Li, and Y. Zhu Optimal update with out-of-sequence measurements IEEE Trans. Sig. Proc. 53 6 2005 1992 2004
    • (2005) IEEE Trans. Sig. Proc. , vol.53 , Issue.6 , pp. 1992-2004
    • Zhang, K.1    Rong Li, X.2    Zhu, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.