M. Blanke and J. S. Andersen, On modeling large two stroke diesel engines : News results from identification, bridge between control science and technology, Proc. 9 th IFAC World Congress, pp.2015-2020, 1985.

G. Bloch and T. Denoeux, Neural networks for process control and optimization: Two industrial applications, ISA Transactions, vol.42, issue.1, pp.39-51, 2003.
DOI : 10.1016/S0019-0578(07)60112-8

G. Bloch, Y. Chamaillard, G. Millerioux, and P. Higelin, Neural prediction of cylinder air mass for AFR control in SI engine, 13th IFAC Symposium on System Identification, SYSID- 2003, 2003.

S. Chen, S. A. Billings, and P. M. Grant, Non-linear system identification using neural networks, Nonlinear system identification using neural networks, pp.1191-1214, 1990.
DOI : 10.1080/00207178708934023

F. C. Chen and H. K. Khalil, Adaptive control of a class of nonlinear discrete-time systems using neural networks, IEEE Transactions on Automatic Control, vol.40, issue.5, pp.791-801, 1995.
DOI : 10.1109/9.384214

Z. Chen, M. Lin, Y. , and Z. , Neural network predictive adaptive controller based upon damped least square, Proc. 14 th IFAC World Congress, pp.3-13, 1999.

J. A. Cook, J. W. Grizzle, and J. Sun, Engine control systems, The Control Handbook, pp.1261-1274, 1996.

J. W. Eaton, J. B. Rawlings, and L. H. Ungar, Stability of neural net based model predictive control, Proceedings of 1994 American Control Conference, ACC '94, pp.2481-2485, 1994.
DOI : 10.1109/ACC.1994.735005

M. Hafner, M. Schüler, and R. Isermann, Fast neural networks for diesel engine control design, Proc. 14 th IFAC World Congress, pp.8-9, 1999.
DOI : 10.1016/S0967-0661(00)00057-5

S. He, Q. Wu, and N. Sepehri, Control of base-excited inverted pendulums using a neural inverse modeling approach, Proc. 14 th IFAC World Congress, pp.408-414, 1999.

K. J. Hunt and D. Sbarbaro, Neural networks for nonlinear internal model control, IEE Proceedings D Control Theory and Applications, vol.138, issue.5, pp.431-438, 1991.
DOI : 10.1049/ip-d.1991.0059

K. J. Hunt, D. Sbarbaro, R. Zbikowski, and P. J. Gawthrop, Neural networks for control systems???A survey, Automatica, vol.28, issue.6, pp.1083-1112, 1992.
DOI : 10.1016/0005-1098(92)90053-I

L. Ljung and T. Söderström, Theory and practice of recursive identification, 1983.

S. Magner and M. Jankovic, Delta air-charge anticipation for mass air flow and electronic throttle control based systems, Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301), pp.1407-1412, 2002.
DOI : 10.1109/ACC.2002.1023218

M. Majors, J. Stori, and D. Cho, Neural network control of automotive fuel-injection systems, Proc. IEEE International Symposium on Intelligent Control, pp.31-36, 1994.
DOI : 10.1109/37.291459

K. S. Narendra and K. Parthasarathy, Identification and control of dynamical systems using neural networks, IEEE Transactions on Neural Networks, vol.1, issue.1, pp.4-27, 1990.
DOI : 10.1109/72.80202

K. S. Narendra, Neural networks for control theory and practice, Proceedings of the IEEE, pp.1385-1406, 1996.
DOI : 10.1109/5.537106

K. S. Narendra and F. L. Lewis, Introduction to the special issue on neural network feedback control, Automatica, vol.37, issue.8, 2001.
DOI : 10.1016/S0005-1098(01)00125-X

D. T. Pham, Neural Networks for Identification, Prediction and Control, 1995.
DOI : 10.1007/978-1-4471-3244-8

E. S. Plumer, Optimal control of terminal processes using neural networks, IEEE Transactions on Neural Networks, vol.7, issue.2, pp.408-418, 1996.
DOI : 10.1109/72.485676

D. 22-psaltis, A. Sideris, and A. A. Yamamura, A multilayered neural network controller, IEEE Control Systems Magazine, vol.8, issue.2, pp.17-21, 1988.
DOI : 10.1109/37.1868

I. Rivals and L. Personnaz, Nonlinear internal model control using neural networks: application to processes with delay and design issues, IEEE Transactions on Neural Networks, vol.11, issue.1, pp.80-89, 2000.
DOI : 10.1109/72.822512
URL : https://hal.archives-ouvertes.fr/hal-00797666

D. Soloway and P. J. Haley, Neural/generalized predictive control, a Newton-Raphson implementation, Proc. 11 th IEEE Int. Symp. on Intelligent Control, pp.277-282, 1996.

J. P. Vila and V. Wagner, Predictive neuro-control of uncertain systems: design and use of a neuro-optimizer, Automatica, vol.39, issue.5, pp.767-777, 2003.
DOI : 10.1016/S0005-1098(03)00005-0