메뉴 건너뛰기




Volumn 3, Issue 2, 2009, Pages 87-100

Hybrid system identification using a structural approach and its model based control: An experimental validation

Author keywords

Control of hybrid system; Experimental validation; Identification of hybrid system; Three tank benchmark system

Indexed keywords

DATA-DRIVEN; DISCRETE STATE; DISCRETE VARIABLES; EXPERIMENTAL VALIDATION; FAULT DIAGNOSIS; HYBRID SYSTEM IDENTIFICATIONS; IDENTIFICATION METHODS; IDENTIFICATION OF HYBRID SYSTEM; IN CONTROLS; INPUT-OUTPUT DATUM; MODEL - BASED CONTROLS; MODEL BASED TECHNIQUES; RAPID DEVELOPMENT; STRUCTURAL APPROACHES; SYSTEM DYNAMICS; THREE TANK BENCHMARK SYSTEM;

EID: 61449224612     PISSN: 1751570X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.nahs.2008.10.007     Document Type: Article
Times cited : (33)

References (29)
  • 1
    • 0242440101 scopus 로고    scopus 로고
    • Identification of piecewise affine systems via mixed-integer programming
    • Roll J., Bemporad A., and Ljung L. Identification of piecewise affine systems via mixed-integer programming. Automatica 40 (2004) 37-50
    • (2004) Automatica , vol.40 , pp. 37-50
    • Roll, J.1    Bemporad, A.2    Ljung, L.3
  • 4
    • 0032069336 scopus 로고    scopus 로고
    • On the hinge-finding algorithm for hinging hyperplanes
    • Pucar P., and Sjoberg J. On the hinge-finding algorithm for hinging hyperplanes. IEEE Transactions on Information Theory 44 (1998) 1310-1319
    • (1998) IEEE Transactions on Information Theory , vol.44 , pp. 1310-1319
    • Pucar, P.1    Sjoberg, J.2
  • 5
    • 45249119058 scopus 로고    scopus 로고
    • Identification of a class of hybrid dynamic systems with feed-forward neural networks: About the validity of the global model
    • Messai N., Riera B., and Zaytoon J. Identification of a class of hybrid dynamic systems with feed-forward neural networks: About the validity of the global model. Nonlinear Analysis: Hybrid Systems 2 (2008) 773-785
    • (2008) Nonlinear Analysis: Hybrid Systems , vol.2 , pp. 773-785
    • Messai, N.1    Riera, B.2    Zaytoon, J.3
  • 6
    • 0026154355 scopus 로고
    • A multilayer neural network with piecewise-linear structure and back-propagation learning
    • Batruni R. A multilayer neural network with piecewise-linear structure and back-propagation learning. IEEE Transactions on Neural Networks 2 (1991) 395-403
    • (1991) IEEE Transactions on Neural Networks , vol.2 , pp. 395-403
    • Batruni, R.1
  • 7
    • 0027602489 scopus 로고
    • Hinging hyperplanes for regression, classification, and function approximation
    • Breiman L. Hinging hyperplanes for regression, classification, and function approximation. IEEE Transactions on Information Theory 39 (1993) 999-1013
    • (1993) IEEE Transactions on Information Theory , vol.39 , pp. 999-1013
    • Breiman, L.1
  • 8
    • 0030166165 scopus 로고    scopus 로고
    • Piecewise linear system modeling based on a continuous threshold decomposition
    • Heredia E.A., and Arce G.R. Piecewise linear system modeling based on a continuous threshold decomposition. IEEE Transactions on Signal Processing 44 (1996) 1440-1453
    • (1996) IEEE Transactions on Signal Processing , vol.44 , pp. 1440-1453
    • Heredia, E.A.1    Arce, G.R.2
  • 10
    • 0032207495 scopus 로고    scopus 로고
    • Efficient algorithms for function approximation with piecewise linear sigmoidal networks
    • Hush D.R., and Horne B. Efficient algorithms for function approximation with piecewise linear sigmoidal networks. IEEE Transactions on Neural Networks 9 (1998) 1129-1141
    • (1998) IEEE Transactions on Neural Networks , vol.9 , pp. 1129-1141
    • Hush, D.R.1    Horne, B.2
  • 11
    • 35248818769 scopus 로고    scopus 로고
    • A greedy approach to identification of piecewise a ne models
    • Maler O., and Pnueli A. (Eds), Springer Inc., Berlin
    • Bemporad A., Garulli A., Paoletti S., and Vicino A. A greedy approach to identification of piecewise a ne models. In: Maler O., and Pnueli A. (Eds). Hybrid systems: Computation and control (2003), Springer Inc., Berlin 97-112
    • (2003) Hybrid systems: Computation and control , pp. 97-112
    • Bemporad, A.1    Garulli, A.2    Paoletti, S.3    Vicino, A.4
  • 12
    • 0037293274 scopus 로고    scopus 로고
    • A clustering technique for the identification of piecewise affine systems
    • Ferrari-Trecate G., Muselli M., Liberati D., and Morari M. A clustering technique for the identification of piecewise affine systems. Automatica 39 (2003) 205-217
    • (2003) Automatica , vol.39 , pp. 205-217
    • Ferrari-Trecate, G.1    Muselli, M.2    Liberati, D.3    Morari, M.4
  • 13
    • 0028545911 scopus 로고
    • Constructive neural networks with piecewise interpolation capabilities for function approximations
    • Choi C.-H., and Choi J.Y. Constructive neural networks with piecewise interpolation capabilities for function approximations. IEEE Transactions on Neural Networks 5 (1994) 936-944
    • (1994) IEEE Transactions on Neural Networks , vol.5 , pp. 936-944
    • Choi, C.-H.1    Choi, J.Y.2
  • 18
    • 50049104726 scopus 로고    scopus 로고
    • Recursive identification of switched ARX systems
    • Vidal R. Recursive identification of switched ARX systems. Automatica 44 (2008) 2274-2287
    • (2008) Automatica , vol.44 , pp. 2274-2287
    • Vidal, R.1
  • 19
  • 20
    • 23044534069 scopus 로고    scopus 로고
    • Nonlinear hybrid dynamical systems: Modeling optimal control, and applications
    • Sebastian E., Goran F., and Schnieder E. (Eds), Springer-Verlag Inc. BN - 313 540 43812 43812
    • Buss M., Glocker M., Hardt M., von Stryk O., Bulirsch R., and Schmidt G. Nonlinear hybrid dynamical systems: Modeling optimal control, and applications. In: Sebastian E., Goran F., and Schnieder E. (Eds). Modelling, Analysis, and Design of Hybrid Systems (2002), Springer-Verlag Inc. 311-335 BN - 313 540 43812 43812
    • (2002) Modelling, Analysis, and Design of Hybrid Systems , pp. 311-335
    • Buss, M.1    Glocker, M.2    Hardt, M.3    von Stryk, O.4    Bulirsch, R.5    Schmidt, G.6
  • 21
    • 0033097938 scopus 로고    scopus 로고
    • Control of systems integrating logic, dynamics, and constraints
    • Bemporad A., and Morari M. Control of systems integrating logic, dynamics, and constraints. Automatica 35 (1999) 407-427
    • (1999) Automatica , vol.35 , pp. 407-427
    • Bemporad, A.1    Morari, M.2
  • 23
    • 38849176069 scopus 로고    scopus 로고
    • A multiple model approach for predictive control of nonlinear hybrid systems
    • Nandola N.N., and Bhartiya S. A multiple model approach for predictive control of nonlinear hybrid systems. Journal of Process Control 18 (2008) 131-148
    • (2008) Journal of Process Control , vol.18 , pp. 131-148
    • Nandola, N.N.1    Bhartiya, S.2
  • 24
    • 33645513246 scopus 로고    scopus 로고
    • From data to nonlinear predictive control. 1. Identification of multivariable nonlinear state observers
    • Srinivasarao M., Patwardhan S.C., and Gudi R.D. From data to nonlinear predictive control. 1. Identification of multivariable nonlinear state observers. Industrial and Engineering Chemistry Research 45 (2006) 1989-2001
    • (2006) Industrial and Engineering Chemistry Research , vol.45 , pp. 1989-2001
    • Srinivasarao, M.1    Patwardhan, S.C.2    Gudi, R.D.3
  • 28
    • 8744255272 scopus 로고    scopus 로고
    • A new algorithm for translating MLD systems into PWA systems
    • Institute of Electrical and Electronics Engineers Inc., Piscataway, NJ 08855-1331, United States, Boston, MA, United States
    • Villa J.L., Duque M., Gauthier A., and Rakoto-Ravalontsalama N. A new algorithm for translating MLD systems into PWA systems. Proceedings of the 2004 American Control Conference, ACC, Jun 30-Jul 2 2004 (2004), Institute of Electrical and Electronics Engineers Inc., Piscataway, NJ 08855-1331, United States, Boston, MA, United States 1208-1213
    • (2004) Proceedings of the 2004 American Control Conference, ACC, Jun 30-Jul 2 2004 , pp. 1208-1213
    • Villa, J.L.1    Duque, M.2    Gauthier, A.3    Rakoto-Ravalontsalama, N.4
  • 29
    • 79961018024 scopus 로고    scopus 로고
    • Predictive control of nonlinear hybrid system using generalized outer approximation
    • Seoul, South Korea
    • N. Nandola, Naresh S. Bhartiya, Predictive control of nonlinear hybrid system using generalized outer approximation, in: IFAC World Congress, Seoul, South Korea, 2008, pp. 3624-3628
    • (2008) IFAC World Congress , pp. 3624-3628
    • Nandola, N.1    Naresh, S.2    Bhartiya3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.