“Direct adaptive generalized predictive control”

Authors: Wei Wang and Rolf Henriksen,
Affiliation: Northeast University of Technology (Shenyang) and NTNU, Department of Engineering Cybernetics
Reference: 1993, Vol 14, No 4, pp. 181-191.

Keywords: Predictive control, adaptive control, convergence

Abstract: This paper is concerned with the direct approach of adaptive generalized predictive control. An implicit model with control law parameters is developed. A direct adaptive generalized predictive control algorithm and an improved variant are suggested. Global convergence of the algorithms is analysed under some assumptions.

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DOI forward links to this article:
[1] D. Dumur, P. Boucher and G. Ramond (2000), doi:10.1016/S0007-8506(07)62944-8
[2] G. Ramond, D. Dumur and P. Boucher (1999), doi:10.1109/CDC.1999.832880
[3] I. Ruiz de Argandona, M. Zatarain, A. Illarramendi and J.L. Azpeitia (2005), doi:10.1109/CDC.2005.1582725
[4] G. Ramond, D. Dumur and P. Boucher (2000), doi:10.1109/CCA.2000.897441
[5] Qin Yun and Zhao Dean (2013), doi:10.1109/MAEE.2013.46
[6] Qin Yun, Zhao Dean and Ji Wei (2010), doi:10.1109/CMCE.2010.5610409
[7] Karim Nassiri-Toussi and Wei Ren (1995), doi:10.1007/978-1-4419-8568-2_12
References:
[1] CLARKE, D.W., MOHTADI, C. TUFFS, P.S. (1987). Generalized predictive control - Part I and II, Automatica, 23, 137-160 doi:10.1016/0005-1098(87)90087-2
[2] CLUETT, W.R., MARTIN-SANCHEZ, J.M., SHAH, S.L. FISHER, D.G. (1988). Stable discrete-time adaptive control in the presence of unmodeled dynamics, IEEE Trans. Autom. Control, 33, 410-414 doi:10.1109/9.192204
[3] CLUETT, W.R., SHAH, S.L., FISHER, D.G. (1987). Stable robust adaptive control in the presence of unmodeled dynamics, Int. J. Control, 45, 1265-1273 doi:10.1080/00207178708933807
[4] GOODWIN, G.C, LEAL, R.L., MAYNE, D.Q., MIDDLETON, R.H. (1986). Rapprochement between continuous and discrete model reference adaptive control, Automatica, 22, 199-207 doi:10.1016/0005-1098(86)90081-6
[5] GOODWIN, G.C. SIN, K.S. (1984). Adaptive filtering, prediction and control, Englewood Cliffs, NJ: Prentice Hall.
[6] DE KEYSER, R.M.C., VAN DE VELDE PH. G.A. DUMORTIFR, F.A.G. (1988). A comparative study of self-adaptive long-range predictive control methods, Automatica, 24, 149-163 doi:10.1016/0005-1098(88)90024-6
[7] KRAMER, K. UNBEHAUEN, H. (1988). Survey to adaptive long-range predictive control, In Proc. 12th IMACS World Congress on Scientific Computation, Paris, 1988.
[8] LELIC, M.A. ZARROP, M.B. (1987). Generalized pole placement self-tuning controller - Part I and II, Int. J. Control, 46, 548-568.
[9] ORTEGA, R. SANCHEZ., G. (1989). Globally convergent multistep receding horizon adaptive controller, Int. J. Control, vol. 49, pp. 1655-1664.
[10] YDSTIE, B.E. (1984). Extended horizon adaptive control, In Proc. IFAC 9th World Congress, Budapest, Hungary, 1984.


BibTeX:
@article{MIC-1993-4-1,
  title={{Direct adaptive generalized predictive control}},
  author={Wang, Wei and Henriksen, Rolf},
  journal={Modeling, Identification and Control},
  volume={14},
  number={4},
  pages={181--191},
  year={1993},
  doi={10.4173/mic.1993.4.1},
  publisher={Norwegian Society of Automatic Control}
};