메뉴 건너뛰기




Volumn 56, Issue 7, 2010, Pages 1829-1844

Robust identification of piecewise/switching autoregressive exogenous process

Author keywords

Hybrid system; Process control; PWARX switched system; Robust EM; Statistical analysis; System identification

Indexed keywords

ALGORITHM FRAMEWORK; AUTO-REGRESSIVE; DATA POINTS; DATA SETS; EM ALGORITHMS; ESTIMATION PERFORMANCE; EXPECTATION MAXIMIZATION; IDENTIFICATION ALGORITHMS; IDENTIFICATION PROBLEM; MULTI-CATEGORY ROBUST LINEAR PROGRAMMING; NEGATIVE INFLUENCE; OBJECTIVE FUNCTIONS; PIECE-WISE; PILOT SCALE; PWARX/SWITCHED SYSTEM; REGION PARTITION; ROBUST EM; ROBUST IDENTIFICATION; SOLUTION STRATEGY; STATISTICAL ANALYSIS; SWITCHING PROCESS; SYSTEM IDENTIFICATIONS;

EID: 77955783219     PISSN: 00011541     EISSN: 15475905     Source Type: Journal    
DOI: 10.1002/aic.12112     Document Type: Article
Times cited : (65)

References (34)
  • 1
    • 0032187675 scopus 로고    scopus 로고
    • Model predictive control of plant transitions using a new identification technique for interpolating nonlinear models
    • Baneqee A, Arkun Y. Model predictive control of plant transitions using a new identification technique for interpolating nonlinear models. J Process Control. 1998;8:441-457.
    • (1998) J Process Control , vol.8 , pp. 441-457
    • Baneqee, A.1    Arkun, Y.2
  • 2
    • 23944433812 scopus 로고    scopus 로고
    • Predictive control of switched nonlinear systems with scheduled mode transitions
    • Mhaskar P, El-Farra NH, Christofides PD. Predictive control of switched nonlinear systems with scheduled mode transitions. IEEE Trans Automat Contr. 2005;50:1670-1680.
    • (2005) IEEE Trans Automat Contr , vol.50 , pp. 1670-1680
    • Mhaskar, P.1    El-Farra, N.H.2    Christofides, P.D.3
  • 4
    • 77955784120 scopus 로고    scopus 로고
    • Eindhoven University of Technology
    • Juloski A. Ph.D. Thesis, Netherlands: Eindhoven University of Technology, 2004.
    • (2004) Thesis Netherlands
    • Juloski, A.1
  • 5
    • 0043240536 scopus 로고    scopus 로고
    • Coordinating feedback and switching control of hybrid nonlinear processes
    • El-Farra NH, Christofides PD. Coordinating feedback and switching control of hybrid nonlinear processes. AIChE J. 2003;49:2079-2098.
    • (2003) AIChE J , vol.49 , pp. 2079-2098
    • El-Farra, N.H.1    Christofides, P.D.2
  • 6
    • 26844560145 scopus 로고    scopus 로고
    • Output feedback control of switched nonlinear systems using multiple Lyapunov functions
    • El-Farra NH, Mhaskar P, Christofides PD. Output feedback control of switched nonlinear systems using multiple Lyapunov functions. Sys Control Lett. 2005;54:1163-1182.
    • (2005) Sys Control Lett , vol.54 , pp. 1163-1182
    • El-Farra, N.H.1    Mhaskar, P.2    Christofides, P.D.3
  • 7
    • 0028447056 scopus 로고
    • Modeling of combined discrete/continuous processes
    • Barton PI, Pantelides CC. Modeling of combined discrete/continuous processes. AIChE J. 1994;40:966-979.
    • (1994) AIChE J , vol.40 , pp. 966-979
    • Barton, P.I.1    Pantelides, C.C.2
  • 8
    • 0034306967 scopus 로고    scopus 로고
    • Optimization of hybrid discrete/continuous dynamic systems
    • Barton PI, Banga JB, Galan S. Optimization of hybrid discrete/continuous dynamic systems. Comput Chemi Eng. 2000;24:2171-2182.
    • (2000) Comput Chemi Eng , vol.24 , pp. 2171-2182
    • Barton, P.I.1    Banga, J.B.2    Galan, S.3
  • 9
    • 1942500447 scopus 로고    scopus 로고
    • Design of process operations using hybrid dynamic optimization
    • Barton PI, Lee CK. Design of process operations using hybrid dynamic optimization. Comput Chem Eng. 2004;28:955-969.
    • (2004) Comput Chem Eng , vol.28 , pp. 955-969
    • Barton, P.I.1    Lee, C.K.2
  • 10
    • 0034291822 scopus 로고    scopus 로고
    • Observability and controllability of piecewise affine and hybrid systems
    • Bempoar A, Ferrari-Trecate G. Observability and controllability of piecewise affine and hybrid systems. IEEE Trans Automat Contr. 2000;45:1864-1876.
    • (2000) IEEE Trans Automat Contr , vol.45 , pp. 1864-1876
    • Bempoar, A.1    Ferrari-Trecate, G.2
  • 11
    • 0035400417 scopus 로고    scopus 로고
    • Equivalence of hybrid dynamical models
    • Heemels W, Schutter BD, Bemporad A. Equivalence of hybrid dynamical models. Automatica. 2001;37:1085-1901.
    • (2001) Automatica , vol.37 , pp. 1085-1901
    • Heemels, W.1    Schutter, B.D.2    Bemporad, A.3
  • 12
    • 0037293274 scopus 로고    scopus 로고
    • A clustering technique for the identification of piecewise affine systems
    • Ferrari-Trecate G, Muselli M, Liberati D, Morari M. A clustering technique for the identification of piecewise affine systems. Automatica. 2003;39:205-217.
    • (2003) Automatica , vol.39 , pp. 205-217
    • Ferrari-Trecate, G.1    Muselli, M.2    Liberati, D.3    Morari, M.4
  • 14
    • 27644574126 scopus 로고    scopus 로고
    • A bounded error approach to piecewise affine system identification
    • Bempoard A, Garull A, Paolett S, Vicino A. A bounded error approach to piecewise affine system identification. IEEE Trans Automat Contr. 2005;50:1567-1580.
    • (2005) IEEE Trans Automat Contr , vol.50 , pp. 1567-1580
    • Bempoard, A.1    Garull, A.2    Paolett, S.3    Vicino, A.4
  • 15
    • 0037293274 scopus 로고    scopus 로고
    • Identification of piecewise affine systems based on statistical clustering technique
    • Nakada H, Takaba K, Katayama T. Identification of piecewise affine systems based on statistical clustering technique. Automatica. 2003;39:205-217.
    • (2003) Automatica , vol.39 , pp. 205-217
    • Nakada, H.1    Takaba, K.2    Katayama, T.3
  • 18
    • 0242440101 scopus 로고    scopus 로고
    • Identification of piecewise systems via mixed integer programming
    • Roll J, Bemporad A, ljung L. Identification of piecewise systems via mixed integer programming. Automatica. 2004;40:37-50.
    • (2004) Automatica , vol.40 , pp. 37-50
    • Roll, J.1    Bemporad, A.2    ljung, L.3
  • 19
  • 20
    • 0028697067 scopus 로고
    • Multicategory discrimination via linear programming
    • Bennett KP, Mangasarian OL. Multicategory discrimination via linear programming. Optimi Meth Software. 1994;3:27-39.
    • (1994) Optimi Meth Software , vol.3 , pp. 27-39
    • Bennett, K.P.1    Mangasarian, O.L.2
  • 24
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • Dempster AP, Laird NM, Rubin DB. Maximum likelihood from incomplete data via the EM algorithm. J R Stat Soc Series B. 1977;39:1-38.
    • (1977) J R Stat Soc Series B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 26
    • 0026239908 scopus 로고
    • Simultaneous strategy for data reconciliation and gross error detection of nonlinear systems
    • Tjoa IB, Biegler L. Simultaneous strategy for data reconciliation and gross error detection of nonlinear systems. Comput Chem Eng. 1991;15:679-690.
    • (1991) Comput Chem Eng , vol.15 , pp. 679-690
    • Tjoa, I.B.1    Biegler, L.2
  • 27
    • 0030270051 scopus 로고    scopus 로고
    • Data reconciliation and gross error detection for dynamic systems
    • Albuquerque JS, Biegler L. Data reconciliation and gross error detection for dynamic systems. AIChE J. 1996;42:2841-2856.
    • (1996) AIChE J , vol.42 , pp. 2841-2856
    • Albuquerque, J.S.1    Biegler, L.2
  • 29
    • 0018651015 scopus 로고
    • An efficient computational technique for generalized application of maximum likelihood to improve correlation of experimental data
    • Farris RH, Law VJ. An efficient computational technique for generalized application of maximum likelihood to improve correlation of experimental data. Comput Chem Eng. 1979;3:95-104.
    • (1979) Comput Chem Eng , vol.3 , pp. 95-104
    • Farris, R.H.1    Law, V.J.2
  • 30
    • 0037469122 scopus 로고    scopus 로고
    • Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models
    • Biernacki C, Celeux G, Govaert G. Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. Compu Stat Data Anal. 2003;41:561-575.
    • (2003) Compu Stat Data Anal , vol.41 , pp. 561-575
    • Biernacki, C.1    Celeux, G.2    Govaert, G.3
  • 32
    • 0026836298 scopus 로고
    • Nonlinear control strategies for continuous fermenters
    • Henson MA, Seborg DE. Nonlinear control strategies for continuous fermenters. Chem Eng Sci. 1992;4:821-835.
    • (1992) Chem Eng Sci , vol.4 , pp. 821-835
    • Henson, M.A.1    Seborg, D.E.2
  • 33
    • 13444302637 scopus 로고    scopus 로고
    • Multi-model decomposition of nonlinear dynamics using a fuzzy-CART approach
    • Gugaliya JK, Gudi RD, Lakashminarayanan S. Multi-model decomposition of nonlinear dynamics using a fuzzy-CART approach. J Process Control. 2005;15:417-434.
    • (2005) J Process Control , vol.15 , pp. 417-434
    • Gugaliya, J.K.1    Gudi, R.D.2    Lakashminarayanan, S.3
  • 34
    • 0037412090 scopus 로고    scopus 로고
    • Identification of complex nonlinear process based on fuzzy decomposition of the steady state space
    • Venkat AN, Vijaysai P, Gudi RD. Identification of complex nonlinear process based on fuzzy decomposition of the steady state space. J Process Control. 2003;13:473-488.
    • (2003) J Process Control , vol.13 , pp. 473-488
    • Venkat, A.N.1    Vijaysai, P.2    Gudi, R.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.