메뉴 건너뛰기




Volumn 47, Issue 19, 2008, Pages 7312-7322

Constrained bayesian state estimation using a cell filter

Author keywords

[No Author keywords available]

Indexed keywords

ACCURATE; BAYESIAN; BAYESIAN STATE ESTIMATIONS; CONSTRAINED STATE ESTIMATIONS; GAUSSIAN PROCESSES; GAUSSIANITY; JACOBIANS; LINEARIZED DYNAMICS; MOVING HORIZON ESTIMATIONS; NONLINEAR PROGRAMS; ORDERS OF MAGNITUDES; PIECEWISE CONSTANTS; POINT ESTIMATES; PRACTICAL; STATE PROBABILITIES;

EID: 54249135972     PISSN: 08885885     EISSN: None     Source Type: Journal    
DOI: 10.1021/ie070249q     Document Type: Article
Times cited : (14)

References (27)
  • 1
    • 84916593381 scopus 로고
    • A Bayesian approach to problems in stochastic estimation and control
    • Ho, Y. C.; Lee, R. C. K. A Bayesian approach to problems in stochastic estimation and control. IEEE Trans. Auto. Control 1964, 9, 333-339.
    • (1964) IEEE Trans. Auto. Control , vol.9 , pp. 333-339
    • Ho, Y.C.1    Lee, R.C.K.2
  • 4
    • 21244437999 scopus 로고    scopus 로고
    • Unscented filtering and nonlinear estimation
    • Julier, S.; Uhlmann, J. Unscented filtering and nonlinear estimation. Proc. IEEE 2004, 92, 401-422.
    • (2004) Proc. IEEE , vol.92 , pp. 401-422
    • Julier, S.1    Uhlmann, J.2
  • 5
    • 0015385037 scopus 로고
    • Nonlinear Bayesian estimation using Gaussian sum approximations
    • Alspach, D. L.; Sorenson, H. W. Nonlinear Bayesian estimation using Gaussian sum approximations. IEEE Trans. Auto. Control 1972, AC-17 (4), 439-448.
    • (1972) IEEE Trans. Auto. Control , vol.AC-17 , Issue.4 , pp. 439-448
    • Alspach, D.L.1    Sorenson, H.W.2
  • 6
    • 3042733565 scopus 로고    scopus 로고
    • Bayesian estimation via sequential Monte Carlo sampling: Unconstrained nonlinear dynamic systems
    • Chen, W. S.; Bakshi, B. R.; Goel, P. K.; Ungarala, S. Bayesian estimation via sequential Monte Carlo sampling: unconstrained nonlinear dynamic systems. Ind. Eng. Chem. Res. 2004, 43, 4012-4025.
    • (2004) Ind. Eng. Chem. Res , vol.43 , pp. 4012-4025
    • Chen, W.S.1    Bakshi, B.R.2    Goel, P.K.3    Ungarala, S.4
  • 7
    • 33745667998 scopus 로고    scopus 로고
    • Bayesian state estimation of nonlinear systems using approximate aggregate Markov chains
    • Ungarala, S.; Chen, Z. Z.; Li, K. Bayesian state estimation of nonlinear systems using approximate aggregate Markov chains. Ind. Eng. Chem. Res. 2006, 45, 4208-4221.
    • (2006) Ind. Eng. Chem. Res , vol.45 , pp. 4208-4221
    • Ungarala, S.1    Chen, Z.Z.2    Li, K.3
  • 8
    • 34547583106 scopus 로고    scopus 로고
    • Bayesian estimation via sequential Monte Carlo sampling - constrained dynamic systems
    • Lang, L.; Chen, W. S.; Bakshi, B. R.; Goel, P. K.; Ungarala, S. Bayesian estimation via sequential Monte Carlo sampling - constrained dynamic systems. Automatica 2007, 43 (9), 1615-1622.
    • (2007) Automatica , vol.43 , Issue.9 , pp. 1615-1622
    • Lang, L.1    Chen, W.S.2    Bakshi, B.R.3    Goel, P.K.4    Ungarala, S.5
  • 9
    • 0022752483 scopus 로고
    • Comparison of two approaches to on-line parameter and state estimation of nonlinear systems
    • Jang, S.; Joseph, B.; Mukai, H. Comparison of two approaches to on-line parameter and state estimation of nonlinear systems. Ind. Eng. Chem. Process Des. Dev. 1986, 25, 809.
    • (1986) Ind. Eng. Chem. Process Des. Dev , vol.25 , pp. 809
    • Jang, S.1    Joseph, B.2    Mukai, H.3
  • 10
    • 0027333732 scopus 로고
    • Control-relevant dynamic data reconciliation and parameter estimation
    • Ramamurthi, Y.; Sistu, P. B.; Bequette, B. W. Control-relevant dynamic data reconciliation and parameter estimation. Comp. Chem. Eng. 1993, 77 (1), 41-59.
    • (1993) Comp. Chem. Eng , vol.77 , Issue.1 , pp. 41-59
    • Ramamurthi, Y.1    Sistu, P.B.2    Bequette, B.W.3
  • 11
    • 0026933510 scopus 로고
    • Efficient data reconciliation and estimation for dynamic processes using nonlinear programming techniques
    • Liebman, M. J.; Edgar, T. F.; Lasdon, L. S. Efficient data reconciliation and estimation for dynamic processes using nonlinear programming techniques. Comput. Chem. Eng. 1992, 16, 963.
    • (1992) Comput. Chem. Eng , vol.16 , pp. 963
    • Liebman, M.J.1    Edgar, T.F.2    Lasdon, L.S.3
  • 13
    • 0030215706 scopus 로고    scopus 로고
    • A moving horizonbased approach to least squares estimation
    • Robertson, D. G.; Lee, J. H.; Rawlings, J. B. A moving horizonbased approach to least squares estimation. AIChE J. 1996, 42 (8), 2209.
    • (1996) AIChE J , vol.42 , Issue.8 , pp. 2209
    • Robertson, D.G.1    Lee, J.H.2    Rawlings, J.B.3
  • 14
    • 0038165025 scopus 로고    scopus 로고
    • Constrained process monitoring: Moving-horizon approach
    • Rao, C. V.; Rawlings, J. B. Constrained process monitoring: Moving-horizon approach. AIChE J. 2002, 48 (1), 97-109.
    • (2002) AIChE J , vol.48 , Issue.1 , pp. 97-109
    • Rao, C.V.1    Rawlings, J.B.2
  • 15
    • 0036642674 scopus 로고    scopus 로고
    • On the use of constraints in least squares estimation and control
    • Robertson, D. G.; Lee, J. H. On the use of constraints in least squares estimation and control. Automarica 2002, 38, 1113-1123.
    • (2002) Automarica , vol.38 , pp. 1113-1123
    • Robertson, D.G.1    Lee, J.H.2
  • 16
    • 33947732900 scopus 로고    scopus 로고
    • A parametric programming approach to moving horizon state estimation
    • Darby, M. L.; Nikolaou, M. A parametric programming approach to moving horizon state estimation. Aulomatica 2007, 43, 885-891.
    • (2007) Aulomatica , vol.43 , pp. 885-891
    • Darby, M.L.1    Nikolaou, M.2
  • 17
    • 27644484188 scopus 로고    scopus 로고
    • A real time iteration scheme for nonlinear optimization in optimal feedback control
    • Diehl, M.; Bock, H. G.; Schioder, J. P. A real time iteration scheme for nonlinear optimization in optimal feedback control. SIAM J. Control Optim. 2005, 43 (5), 1714-11736.
    • (2005) SIAM J. Control Optim , vol.43 , Issue.5 , pp. 1714-11736
    • Diehl, M.1    Bock, H.G.2    Schioder, J.P.3
  • 18
    • 18144402885 scopus 로고    scopus 로고
    • In situ adaptive tabulation for real-time control
    • Hedengren, J. D.; Edgar, T. F. In situ adaptive tabulation for real-time control. Ind. Eng. Chem. Res. 2005, 44, 2716-2724.
    • (2005) Ind. Eng. Chem. Res , vol.44 , pp. 2716-2724
    • Hedengren, J.D.1    Edgar, T.F.2
  • 19
    • 18144401714 scopus 로고    scopus 로고
    • Critical evaluation of extended Kaiman filtering and moving horizon estimation
    • Haseltine, E. L.; Rawlings, J. B. Critical evaluation of extended Kaiman filtering and moving horizon estimation. Ind. Eng. Chem. Res. 2005, 44, 2451-2460.
    • (2005) Ind. Eng. Chem. Res , vol.44 , pp. 2451-2460
    • Haseltine, E.L.1    Rawlings, J.B.2
  • 22
    • 0037291591 scopus 로고    scopus 로고
    • Constrained state estimation for nonlinear discrete-time systems: Stability and moving horizon approximations
    • Rao, C. V.; Rawlings, J. B.; Mayne, D. Q. Constrained state estimation for nonlinear discrete-time systems: Stability and moving horizon approximations. IEEE Trans. Auto. Control 2003, 48 (2), 246-258.
    • (2003) IEEE Trans. Auto. Control , vol.48 , Issue.2 , pp. 246-258
    • Rao, C.V.1    Rawlings, J.B.2    Mayne, D.Q.3
  • 23
    • 0141520306 scopus 로고    scopus 로고
    • A note on state estimation as a convex optimization problem
    • Hong Kong, April 6-10
    • Schon, T. F.; Gustafsson, T. S.; Hansson, A. A note on state estimation as a convex optimization problem. In Proceedings of ICASSP; Hong Kong, April 6-10, 2003.
    • (2003) Proceedings of ICASSP
    • Schon, T.F.1    Gustafsson, T.S.2    Hansson, A.3
  • 24
    • 54249093640 scopus 로고    scopus 로고
    • Haseltine, E. L. Systems Analysis of Stochastic and Population Balance Models for Chemically Reacting Systems. PhD thesis, Department of Chemical Engineering, University of Wisconsin-Madison, 2005.
    • Haseltine, E. L. Systems Analysis of Stochastic and Population Balance Models for Chemically Reacting Systems. PhD thesis, Department of Chemical Engineering, University of Wisconsin-Madison, 2005.
  • 25
    • 54249118516 scopus 로고    scopus 로고
    • Hsu, C. S. Cell-to-Cell Mapping: A Method of Global Analysis for Nonlinear Systems, 64 of Applied Mathematical Sciences; Springer-Verlag: New York, 1987.
    • Hsu, C. S. Cell-to-Cell Mapping: A Method of Global Analysis for Nonlinear Systems, Vol. 64 of Applied Mathematical Sciences; Springer-Verlag: New York, 1987.
  • 26
    • 84950459387 scopus 로고
    • Non-Gaussian state-space modeling of nonstationary time series
    • Kitagawa, G. Non-Gaussian state-space modeling of nonstationary time series. J. Am. Stat. Assoc. 1987, 82 (400), 1032-1063.
    • (1987) J. Am. Stat. Assoc , vol.82 , Issue.400 , pp. 1032-1063
    • Kitagawa, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.