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Volumn 14, Issue 3, 2006, Pages 532-540

The autocovariance least-squares method for estimating covariances: Application to model-based control of chemical reactors

Author keywords

Covariance matrices; Disturbance model; Industrial control; Optimal control; State estimation

Indexed keywords

CHEMICAL REACTORS; MATHEMATICAL MODELS; MATRIX ALGEBRA; PROCESS CONTROL; STATE ESTIMATION;

EID: 33646020970     PISSN: 10636536     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCST.2005.860519     Document Type: Article
Times cited : (78)

References (22)
  • 1
    • 29244454276 scopus 로고    scopus 로고
    • "A new autocovariance least-squares method for estimating noise covariances"
    • Feb
    • B. J. Odelson, M. R. Rajamani, and J. B. Rawlings, "A new autocovariance least-squares method for estimating noise covariances," Automatica, vol. 42, no. 2, pp. 303-308, Feb. 2005.
    • (2005) Automatica , vol.42 , Issue.2 , pp. 303-308
    • Odelson, B.J.1    Rajamani, M.R.2    Rawlings, J.B.3
  • 2
    • 0016117632 scopus 로고
    • "A parallel filtering algorithm for linear systems with unknown time-varying noise statistics"
    • Oct
    • D. Alspach, "A parallel filtering algorithm for linear systems with unknown time-varying noise statistics," IEEE Trans. Autom. Control, vol. AC-19, no. 5, pp. 552-556, Oct. 1974.
    • (1974) IEEE Trans. Autom. Control , vol.AC-19 , Issue.5 , pp. 552-556
    • Alspach, D.1
  • 3
    • 0002861635 scopus 로고
    • "Optimal estimation in the presence of unknown parameters"
    • Jan
    • C. Hilborn and D. Lainiotis, "Optimal estimation in the presence of unknown parameters," IEEE Trans. Syst., Sci., Cybern., vol. SSC-5, no. 1, pp. 38-43, Jan. 1969.
    • (1969) IEEE Trans. Syst., Sci., Cybern. , vol.SSC-5 , Issue.1 , pp. 38-43
    • Hilborn, C.1    Lainiotis, D.2
  • 4
    • 0041665624 scopus 로고
    • "Four cases of identification of changing systems"
    • 1st ed, R. Mehra and D. Lainiotis, Eds. New York: Academic
    • T. Bohlin, "Four cases of identification of changing systems," in System Identification: Advances and Case Studies, 1st ed, R. Mehra and D. Lainiotis, Eds. New York: Academic, 1976.
    • (1976) System Identification: Advances and Case Studies
    • Bohlin, T.1
  • 5
    • 0014738795 scopus 로고
    • "Maximum likelihood identification of stochastic linear systems"
    • Feb
    • R. Kashyap, "Maximum likelihood identification of stochastic linear systems," IEEE Trans. Autom. Control, vol. AC-15, no. 1, pp. 25-34, Feb. 1970.
    • (1970) IEEE Trans. Autom. Control , vol.AC-15 , Issue.1 , pp. 25-34
    • Kashyap, R.1
  • 6
    • 0016990568 scopus 로고
    • "Adaptive sequential estimation with unknown noise statistics"
    • Aug
    • K. Myers and B. Tapley, "Adaptive sequential estimation with unknown noise statistics," IEEE Trans. Autom. Control, vol. AC-21, no. 4, pp. 520-523, Aug. 1976.
    • (1976) IEEE Trans. Autom. Control , vol.AC-21 , Issue.4 , pp. 520-523
    • Myers, K.1    Tapley, B.2
  • 7
    • 0014764781 scopus 로고
    • "On the identification of variances and adaptive Kalman filtering"
    • Dec
    • R. Mehra, "On the identification of variances and adaptive Kalman filtering," IEEE Trans. Autom. Control, vol. AC-15, no. 12, pp. 175-184, Dec. 1970.
    • (1970) IEEE Trans. Autom. Control , vol.AC-15 , Issue.12 , pp. 175-184
    • Mehra, R.1
  • 8
    • 0015416561 scopus 로고
    • "Approaches to adaptive filtering"
    • Oct
    • R. Mehra, "Approaches to adaptive filtering," IEEE Trans. Autom. Control, vol. AC-17, no. 5, pp. 903-908, Oct. 1972.
    • (1972) IEEE Trans. Autom. Control , vol.AC-17 , Issue.5 , pp. 903-908
    • Mehra, R.1
  • 9
    • 0016060378 scopus 로고
    • "Estimation of noise covariance matrices for a linear time-varying stochastic process"
    • P. Bélanger, "Estimation of noise covariance matrices for a linear time-varying stochastic process," Automatica, vol. 10, pp. 267-275, 1974.
    • (1974) Automatica , vol.10 , pp. 267-275
    • Bélanger, P.1
  • 10
    • 0015725012 scopus 로고
    • "Identification of optimum filter steady-state gain for systems with unknown noise covariances"
    • Dec
    • B. Carew and P. Bélanger, "Identification of optimum filter steady-state gain for systems with unknown noise covariances," IEEE Trans. Autom. Control, vol. AC-18, no. 6, pp. 582-587, Dec. 1973.
    • (1973) IEEE Trans. Autom. Control , vol.AC-18 , Issue.6 , pp. 582-587
    • Carew, B.1    Bélanger, P.2
  • 11
    • 33646055543 scopus 로고    scopus 로고
    • "Estimating disturbance covariances from data for improved control performance"
    • Ph.D. dissertation, Univ. Wisconsin-Madison, Madison, WI
    • B. J. Odelson, "Estimating disturbance covariances from data for improved control performance," Ph.D. dissertation, Univ. Wisconsin-Madison, Madison, WI, 2003.
    • (2003)
    • Odelson, B.J.1
  • 13
    • 0018011435 scopus 로고
    • "Kronecker products and matrix calculus in system theory"
    • Sep
    • J. Brewer, "Kronecker products and matrix calculus in system theory," IEEE Trans. Circuits Syst., vol. CAS-25, no. 9, pp. 772-781, Sep. 1978.
    • (1978) IEEE Trans. Circuits Syst. , vol.CAS-25 , Issue.9 , pp. 772-781
    • Brewer, J.1
  • 15
    • 0004717548 scopus 로고
    • "Identification of time varying systems through adaptive Kalman filtering"
    • A. Isaksson, "Identification of time varying systems through adaptive Kalman filtering," in Proc. 10th IFAC World Congr., 1987, pp. 305-310.
    • (1987) Proc. 10th IFAC World Congr. , pp. 305-310
    • Isaksson, A.1
  • 16
    • 50149109200 scopus 로고    scopus 로고
    • "A new autocovariance least-squares method for estimating noise covariances"
    • TWMCC, Dept. Chem. Eng., Univ. Wisconsin-Madison, Madison, WI, Tech. Rep. 2003-04, Sep
    • B. J. Odelson, M. R. Rajamani, and J. B. Rawlings, "A new autocovariance least-squares method for estimating noise covariances," TWMCC, Dept. Chem. Eng., Univ. Wisconsin-Madison, Madison, WI, Tech. Rep. 2003-04, Sep. 2003.
    • (2003)
    • Odelson, B.J.1    Rajamani, M.R.2    Rawlings, J.B.3
  • 17
    • 0031233040 scopus 로고    scopus 로고
    • "Adaptive estimation of noise covariance matrices in real-time preprocessing of geophysical data"
    • Sept
    • G. Noriega and S. Pasupathy, "Adaptive estimation of noise covariance matrices in real-time preprocessing of geophysical data," IEEE Trans. Geosci. Remote Sens., vol. 35, no. 5, pp. 1146-1159, Sept. 1997.
    • (1997) IEEE Trans. Geosci. Remote Sens. , vol.35 , Issue.5 , pp. 1146-1159
    • Noriega, G.1    Pasupathy, S.2
  • 18
    • 0029289267 scopus 로고
    • "Estimation of cross directional properties: Scanning versus stationary sensors"
    • Apr
    • M. L. Tyler and M. Morari, "Estimation of cross directional properties: scanning versus stationary sensors," AIChE J., vol. 41, no. 4, pp. 846-854, Apr. 1995.
    • (1995) AIChE J. , vol.41 , Issue.4 , pp. 846-854
    • Tyler, M.L.1    Morari, M.2
  • 20
    • 0027578901 scopus 로고
    • "Adiabatic kinetic studies of the cytidine/acetic anhydride reaction by utilizing temperature versus time data"
    • J. J. Shatynski and D. Hanesian, "Adiabatic kinetic studies of the cytidine/acetic anhydride reaction by utilizing temperature versus time data," Ind. Eng. Chem. Res., vol. 32, pp. 594-599, 1993.
    • (1993) Ind. Eng. Chem. Res. , vol.32 , pp. 594-599
    • Shatynski, J.J.1    Hanesian, D.2
  • 21
    • 0030267597 scopus 로고    scopus 로고
    • "Applications of temperature scanning in kinetic investigations: The hydrolysis of acetic anhydride"
    • S. P. Asprey, B. W. Wojciechowski, N. M. Rice, and A. Dorcas, "Applications of temperature scanning in kinetic investigations: The hydrolysis of acetic anhydride," Chem. Eng. Sci., vol. 51, no. 20, pp. 4681-4692, 1996.
    • (1996) Chem. Eng. Sci. , vol.51 , Issue.20 , pp. 4681-4692
    • Asprey, S.P.1    Wojciechowski, B.W.2    Rice, N.M.3    Dorcas, A.4
  • 22
    • 33646025877 scopus 로고    scopus 로고
    • "Application of autocovariance least-squares methods to laboratory data"
    • TWMCC, Dept. Chem. Eng., Univ. Wisconsin-Madison, Madison, WI, Tech. Rep. 2003-03, Sep
    • B. J. Odelson, A. Lutz, and J. B. Rawlings, "Application of autocovariance least-squares methods to laboratory data," TWMCC, Dept. Chem. Eng., Univ. Wisconsin-Madison, Madison, WI, Tech. Rep. 2003-03, Sep. 2003.
    • (2003)
    • Odelson, B.J.1    Lutz, A.2    Rawlings, J.B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.