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Volumn 21, Issue 3, 2011, Pages 343-350

A fast and versatile technique for constrained state estimation

Author keywords

Computation reduction; Extended Kalman filter; In situ adaptive tabulation; Large scale; Moving horizon estimation

Indexed keywords

COMPUTATION REDUCTION; COMPUTATIONAL COSTS; COMPUTATIONAL ISSUES; CONSTRAINED STATE ESTIMATION; EXTENDED KALMAN FILTERING; IN-SITU; LARGE-SCALE; MOVING HORIZON; MOVING HORIZON ESTIMATION; NONLINEAR DISCRETE-TIME; NONLINEAR STATE ESTIMATION; OPTIMAL ESTIMATION PROBLEMS; ROBUST APPROACHES; STORAGE AND RETRIEVALS;

EID: 79952574941     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jprocont.2010.05.007     Document Type: Article
Times cited : (11)

References (31)
  • 1
    • 0032455718 scopus 로고    scopus 로고
    • State and parameter estimations and their applications in process control
    • DOI 10.1016/S0098-1354(98)00263-4, PII S0098135498002634
    • M. Soroush State and parameter estimations and their applications in process control Computers and Chemical Engineering 23 1998 229 245 (Pubitemid 29130685)
    • (1998) Computers and Chemical Engineering , vol.23 , Issue.2 , pp. 229-245
    • Soroush, M.1
  • 2
    • 33747883188 scopus 로고    scopus 로고
    • Particle filtering and moving horizon estimation
    • DOI 10.1016/j.compchemeng.2006.05.031, PII S0098135406001566, Papers from Chemical Process Control VII CPC VII
    • J.B. Rawlings, and B.R. Bakshi Particle filtering and moving horizon estimation Computers and Chemical Engineering 30 2006 1529 1541 (Pubitemid 44292278)
    • (2006) Computers and Chemical Engineering , vol.30 , Issue.10-12 , pp. 1529-1541
    • Rawlings, J.B.1    Bakshi, B.R.2
  • 4
    • 0035282008 scopus 로고    scopus 로고
    • Applying the extended Kalman filter to systems described by nonlinear differential-algebraic equations
    • DOI 10.1016/S0967-0661(00)00110-6, PII S0967066100001106
    • V. Becerra, P. Roberts, and G. Griffiths Applying the extended Kalman filter to systems described by nonlinear differential-algebraic equations Control Engineering Practice 9 2001 267 281 (Pubitemid 32258775)
    • (2001) Control Engineering Practice , vol.9 , Issue.3 , pp. 267-281
    • Becerra, V.M.1    Roberts, P.D.2    Griffiths, G.W.3
  • 6
    • 15944413431 scopus 로고    scopus 로고
    • Recursive estimation in constrained nonlinear dynamical systems
    • P. Vachhani, V. Rengaswamy, V. Gangwal, and S. Narasimha Recursive estimation in constrained nonlinear dynamical systems AIChE Journal 51 2005 946 959
    • (2005) AIChE Journal , vol.51 , pp. 946-959
    • Vachhani, P.1    Rengaswamy, V.2    Gangwal, V.3    Narasimha, S.4
  • 7
    • 18144401714 scopus 로고    scopus 로고
    • Critical evaluation of extended Kalman filtering and moving-horizon estimation
    • DOI 10.1021/ie034308l
    • E.L. Haseltine, and J.B. Rawlings Critical evaluation of extended Kalman filtering and moving horizon estimation Industrial & Engineering Chemistry Research 44 2005 2451 2460 (Pubitemid 40622242)
    • (2005) Industrial and Engineering Chemistry Research , vol.44 , Issue.8 , pp. 2451-2460
    • Haseltine, E.L.1    Rawlings, J.B.2
  • 9
    • 0026933510 scopus 로고
    • Efficient data reconciliation and estimation for dynamic processes using nonlinear programming techniques
    • DOI 10.1016/0098-1354(92)80030-D
    • M.J. Liebman, T.F. Edgar, and L.S. Lasdon Efficient data reconciliation and estimation for dynamic processes using nonlinear programming techniques Computers and Chemical Engineering 16 1992 963 986 (Pubitemid 23602200)
    • (1992) Computers and Chemical Engineering , vol.16 , Issue.10-11 , pp. 963-986
    • Liebman, M.J.1    Edgar, T.F.2    Lasdon, L.S.3
  • 12
    • 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 Journal 42 1996
    • (1996) AIChE Journal , vol.42
    • Robertson, D.G.1    Lee, J.H.2    Rawlings, J.B.3
  • 14
    • 0035480348 scopus 로고    scopus 로고
    • Constrained linear state estimation - A moving horizon approach
    • DOI 10.1016/S0005-1098(01)00115-7, PII S0005109801001157
    • C.V. Rao, J.B. Rawlings, and J.H. Lee Constrained linear state estimation - a moving horizon approach Automatica 37 2001 1619 1628 (Pubitemid 32737018)
    • (2001) Automatica , vol.37 , Issue.10 , pp. 1619-1628
    • Rao, C.V.1    Rawlings, J.B.2    Lee, J.H.3
  • 16
    • 58749086947 scopus 로고    scopus 로고
    • Computation of arrival cost for moving horizon estimation via unscented Kalman filtering
    • C.C. Qu, and J. Hahn Computation of arrival cost for moving horizon estimation via unscented Kalman filtering Journal of Process Control 19 2009 358 363
    • (2009) Journal of Process Control , vol.19 , pp. 358-363
    • Qu, C.C.1    Hahn, J.2
  • 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 Transactions on Automatic Control 48 2003 246 258
    • (2003) IEEE Transactions on Automatic Control , vol.48 , pp. 246-258
    • Rao, C.V.1    Rawlings, J.B.2    Mayne, D.Q.3
  • 18
    • 38049042361 scopus 로고    scopus 로고
    • Constrained nonlinear state estimation - A differential evolution based moving horizon approach
    • W. Yudong, W. Jingchun, and L. Bo Constrained nonlinear state estimation - a differential evolution based moving horizon approach ICIC, LNAI 4682 2007 1184 1192
    • (2007) ICIC, LNAI , vol.4682 , pp. 1184-1192
    • Yudong, W.1    Jingchun, W.2    Bo, L.3
  • 19
    • 38849084412 scopus 로고    scopus 로고
    • Moving horizon estimation - The explicit solution
    • Lake Louise, Alberta, Canada
    • J.D. Hedengren, and T.F. Edgar Moving horizon estimation - the explicit solution Proceedings of the CPC-VII Lake Louise, Alberta, Canada 2006
    • (2006) Proceedings of the CPC-VII
    • Hedengren, J.D.1    Edgar, T.F.2
  • 21
    • 40949111947 scopus 로고    scopus 로고
    • A moving horizon state estimation algorithm applied to the Tennessee Eastman benchmark process
    • DOI 10.1109/MFI.2006.265620, 4042037, 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI
    • T. Kraus, P. Kuhl, L. Wirsching, H.G. Bock, and M. Diehl A moving horizon state estimation algorithm applied to the Tennessee Eastman Benchmark Process IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems Heidelberg, Germany 2006 377 382 (Pubitemid 351409457)
    • (2006) IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems , pp. 377-382
    • Kraus, T.1    Kuhl, P.2    Wirsching, L.3    Bock, H.G.4    Diehl, M.5
  • 23
    • 52049101562 scopus 로고    scopus 로고
    • A fast moving horizon estimation algorithm based on nonlinear programming sensitivity
    • V.M. Zavala, C.D. Laird, and L.T. Biegler A fast moving horizon estimation algorithm based on nonlinear programming sensitivity Journal of Process Control 18 2008 876 884
    • (2008) Journal of Process Control , vol.18 , pp. 876-884
    • Zavala, V.M.1    Laird, C.D.2    Biegler, L.T.3
  • 24
    • 33947732900 scopus 로고    scopus 로고
    • A parametric programming approach to moving-horizon state estimation
    • DOI 10.1016/j.automatica.2006.11.021, PII S0005109807000283
    • M.L. Darby, and M. Nikolaou A parametric programming approach to moving-horizon state estimation Automatica 43 2007 885 891 (Pubitemid 46507434)
    • (2007) Automatica , vol.43 , Issue.5 , pp. 885-891
    • Darby, M.L.1    Nikolaou, M.2
  • 25
    • 45849106830 scopus 로고    scopus 로고
    • Moving-horizon state estimation for nonlinear discrete-time systems: New stability results and approximation schemes
    • A. Alessandri, M. Baglietto, and G. Battistelli Moving-horizon state estimation for nonlinear discrete-time systems: new stability results and approximation schemes Automatica 44 2008 1753 1765
    • (2008) Automatica , vol.44 , pp. 1753-1765
    • Alessandri, A.1    Baglietto, M.2    Battistelli, G.3
  • 26
    • 0141900705 scopus 로고    scopus 로고
    • Computationally efficient implementation of combustion chemistry using in situ adaptive tabulation
    • PII S1364783097782251
    • S.B. Pope Computationally efficient implementation of combustion chemistry using in situ adaptive tabulation Combustion Theory and Modeling 1 1997 41 63 (Pubitemid 127668799)
    • (1997) Combustion Theory and Modelling , vol.1 , Issue.1 , pp. 41-63
    • Pope, S.B.1
  • 28
    • 33646020970 scopus 로고    scopus 로고
    • The autocovariance least-squares method for estimating covariances: Application to model-based control of chemical reactors
    • B.J. Odelson, A. Lutz, and J.B. Rawlings The autocovariance least-squares method for estimating covariances: application to model-based control of chemical reactors IEEE Transactions on Control Systems Technology 14 2006 532 540
    • (2006) IEEE Transactions on Control Systems Technology , vol.14 , pp. 532-540
    • Odelson, B.J.1    Lutz, A.2    Rawlings, J.B.3
  • 29
    • 38849118314 scopus 로고    scopus 로고
    • Approximate nonlinear model predictive control with in situ adaptive tabulation
    • DOI 10.1016/j.compchemeng.2007.02.010, PII S0098135407000531
    • J.D. Hedengren, and T.F. Edgar Approximate nonlinear model predictive control with in situ adaptive tabulation Computers and Chemical Engineering 32 2008 706 714 (Pubitemid 351199673)
    • (2008) Computers and Chemical Engineering , vol.32 , Issue.4-5 , pp. 706-714
    • Hedengren, J.D.1    Edgar, T.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.