On Control of HCCI combustion-neural network approach

Proceedings of the IEEE International Conference on Control Applications

Volumn , Issue , 2006, Pages 1669-1674

  Mirhassani, Mitra ^a   Chen, Xiang ^a   Tahmasebi, Ali ^a   Ahmadi, Majid ^a  

^a UNIVERSITY OF WINDSOR   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ACADEMIC COMMUNITY; AUTO INDUSTRY; CANDIDATE SOLUTION; CAR EMISSIONS; ENVIRONMENTAL CONSIDERATIONS; HCCI COMBUSTION; HCCI ENGINE; HIGH EFFICIENCY; IGNITION TIMING; LOW NOX EMISSIONS; NETWORK-BASED CONTROL; NEW TECHNOLOGIES; PEAK PRESSURE; SIMULATION RESULT;

ENVIRONMENTAL REGULATIONS; IGNITION; NEURAL NETWORKS; SMOKE; THERMOCHEMISTRY; TIME MEASUREMENT;

CONTROLLERS;

EID: 77952889544     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CACSD-CCA-ISIC.2006.4776892     Document Type: Conference Paper

References (20)

1. Najt, P. M. and Foster, D. E. "Compression-Ignited Homogeneous Charge Combustion," SAE Paper 830264, 1983.
2. Smith, J. R., Aceves, S. M. et al., "Modeling of Homogeneous Charge Compression Ignition of Methane," ASME 1997-ICE-68, ICE-Vol. 29-3, 1997.
3. Christensen, M., Johansson, B., Ameneus, P., Mauss, F. "Supercharged Homogeneous Charge Compression Ignition," SAE Paper 980787, 1998a.
4. Wong, Y. K., Karim, G. A., "A Kinetic Examination of the Effects of Recycled Exhaust Gases on the Auto-Ignition of Homogeneous NHeptane- Air Mixtures in Engines," SAE Paper 2000-01-2037.
5. Fiveland, S., Assanis, N., "A Four-Stroke Homogeneous Charge Compression Ignition Engine Simulation for Combustion and Performance Studies," SAE Paper 2000-2001-0332, 2000.
6. Ogink, R., Golovitchev, V., "Gasoline HCCI Modeling: An Engine Cycle Simulation Code with a Multi-Zone Combustion Model," SAE Paper 2002-01-1745, 2002.
7. Noda, S. et al., "A Numerical Study to Control Combustion Duration of Hydrogen- Fueled HCCI by Using Multi-Zone Chemical Kinetics Simulation," SAE Paper 2001-01-0250, 2001.
8. Aceves, S. M., Flowers, D. L., Westbrook, C. K., Smith, J. R., Pitz, W., Dibble, R., Christensen, M., and Johansson, B. "A Multi-Zone Model for Prediction of HCCI Combustion and Emissions," SAE Paper 2000- 2001-0327, 2000.
9. Miyamoto, T., et al., "Numerical Simulation of Fuel Sprays and Combustion in a Premixed Lean Diesel Engine," Proceedings of the JSAE Convention, No. 976, 1997.
10. Kong, S. C., Reitz, R. D. "Use of Detailed Chemical Kinetics to Study HCCI Engine Combustion with Consideration of Turbulent Mixing Effects," ASME Journal of Engineering for Gas Turbines and Power, Vol.124, pp. 702-707, 2002.
11. Bryan Willson, Jeff Whitham and Charles Anderson, "Estimating Ignition Timing from Engine Cylinder Pressure with Neural Networks", Proceedings of the IEEE Intelligent Vehicles Symposium, pp. 108-113, 1992.
12. Faming sun, X. Chen, D. S-K Ting and A. Sobiesiak, "Modeling operation of HCCI engines fueled with ethanol", 2005 American Control Conference, pp. 1003-1009,June 8-10, 2005.
13. Christensen, M., Johansson, B., Ameneus, P., Mauss, F. "Supercharged Homogeneous Charge Compression Ignition," SAE Paper 980787, 1998a.
14. Christensen, M., Johansson, B. "Influence of Mixture Quality on Homogeneous Charge Compression Ignition,"SAE Paper 982454, 1998b.
15. Christensen, M., Johansson, B., Ameneus, P., Mauss, F. "Supercharged Homogeneous Charge Compression Ignition," SAE Paper 980787, 1998a.
16. Widrow, B., Hoff, M. E. , "Adaptive Switching circuits", 1960, IRE WESCON Convention Record, Newyork:IRE Part 4, pp. 96-104, 1960.
17. Rumelhart, D. E. , Hinton, G. E., Williams, R. J., "Learning Representations by Back-propagation Errors", Nature, vlo. 323, pp.533-536, 1986.
18. Prker, D. B., "Learning Logic: Casting the Cortex of the Human Brain in Silicon", Technical report TR-47, Centre for Computational Research in Economics and Management Science, MIT, Cambridge, MA, 1985.
19. Cun, Y. Le, "Une Procedure d'apprentissage pour resau aseuil assymetrique" , Cognition, Vol.85, pp. 599-604, 1985.
20. Hagan, Martin T., Menhaj, Mohammad B., Training Feed forward Networks with the Marquardt Algorithm", IEEE Transactions on Neural Networks, Vol. 5, No. 6, pp. 989-993, NOVEMBER 1994.