SI engine emissions model based on dynamic neural networks and D-optimality

SAE Technical Papers

Volumn , Issue , 2005, Pages

  Ayeb, Mohamed ^a   Theuerkauf, Heinz J ^a   Winsel, Thomas ^a  

^a UNIVERSITY OF KASSEL   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CONTROL SYSTEMS; DESIGN OF EXPERIMENTS; DYNAMICAL SYSTEMS; FUNCTIONS; NEURAL NETWORKS; NONLINEAR DYNAMICAL SYSTEMS;

APPLICATION EXAMPLES; CONTROL STRATEGIES; IDENTIFICATION TOOLS; OPTIMAL DESIGN METHODS; OPTIMAL SELECTION; TECHNICAL SYSTEMS; TRAINING PROCEDURES; UNIVERSAL APPROXIMATION;

ENGINES;

EID: 85072467224     PISSN: 01487191     EISSN: 26883627     Source Type: Journal    
DOI: 10.4271/2005-01-0019     Document Type: Conference Paper

References (10)

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2. Winsel, Theuerkauf, Ayeb, Pischinger, Schernus, Lütkemeyer,: "HiL-Calibration of SI Engine Cold Start and Warm-Up Using Neural Real-Time Model" SAE Paper 2004-01-1362
3. Brahma Indranil, He Yongsheng, and Rutland Christopher J., "Improvement of neural network accuracy for engine simulations" SAE PAper 2003-01-3227
4. Arsie I., Pianese C., Rizzo G., "Enhancement of Control Oriented Engine Models Using Neural Network". Proc. of 6th IEEE Mediterranean Conference on Control Systems, Alghero, june 9-11 1998. Pub. on Theory and Practice of Control and Systems, World Scientific Publishing Ltd. London, pp. 465-471, ISBN 981-02-3668-9
5. Howlett, R.J., "Neural network methods for condition monitoring and control of an internal combustion engine" ICSC Symposium on Intelligent Industrial Automation, IIA'99. June. Genova, Italy.
6. Ku, Chao-Chee, Lee, Kwang Y.,: Diagonal Recurrent Neural Networks for Dynamic Systems Control, IEEE Transactions on Neural Networks, Vol. 6, No. 1, January 1995
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8. Marquardt, D.,: An Algorithm for least squares estimation of non-linear Parametrs, J. Soc. Ind. Appl. Math, pp. 431-441, 1963
9. Federov, V. V., "Theory of optimal experiments" Academic Press, New York 1972
10. Dean, A., Voss, D., "Design and analysis of experiments" Springer 1999.