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Development of an Integrated Computer Environment for Optimization of Engine Management System Calibration
Technical Paper
2004-01-1158
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
In this paper, development of a MATLAB-based computer environment for optimization of EMS calibration is presented. The objective is to eliminate the complicated and tedious calibration process on chassis dynamometer or at least reduce the time required. In this way, first a black-box model of engine is developed. Then this model is linked to ADVISOR -the renowned vehicle simulation software- to obtain an integrated engine-driveline model. This model is used in the optimization process, which includes different optimization techniques.
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Vossoughi, G. and Rezazadeh, S., "Development of an Integrated Computer Environment for Optimization of Engine Management System Calibration," SAE Technical Paper 2004-01-1158, 2004, https://doi.org/10.4271/2004-01-1158.Also In
References
- Auiler J. E. Zbrozek J. D. Blumberg P. N. “Optimization of Automotive Engine Calibration for Better Fuel Economy-Methods and Applications” SAE No. 770076 1977
- Baker R. E. Daby E. E. “Engine Mapping Methodology” SAE No. 770077 1977
- Cassidy J. F. “A Computerized On-Line Approach to Calculating Optimum Engine Calibrations” SAE No. 770078 1977
- Schmitz G. Oligschlager U. Eifler G. Lechner H. “Automated System for Optimized Calibration of Engine Management Systems” SAE No. 940151 1994
- Franklin M. L. Kittelson D. B. Leuer R. H. Pipho M. J. “Synchronous, Simultaneous Optimization of Ignition Timing and Air-Fuel Ratio in a Gas-Fueled Spark Ignition Engine” SAE No. 940547 1994
- Arsie I. De Franceschi F. Pianese C. Rizzo G. “ODECS - A Computer Code for the Optimal Design of S.I. Engine Control Strategies” SAE No. 960359 1996
- Hafner M. Schüler M. Nelles O. “Neural Net Models for Diesel Engines - Simulation and Exhaust Optimization” EUFIT Aachen, Germany 1998
- Hafner M. Isermann R. “The Use of Stationary and Dynamic Emission Models for an Improved Engine Performance in Legal Test Cycles” International Workshop on Modeling, Emissions and Control in Automotive Engines Salerno, Italy, 2001
- Hafner M. “Steps towards an Optimizaton of the dynamic Emission Behavior - Measurement Strategies - Modeling - Model Based Optimization” SAE Small Engine Technology Conference Pisa, Italy 2001
- www.avl.com
- www.mathworks.com
- Nelles O. “Nonlinear System Identification” Springer 2001
- Wasserman P. D. “Advanced Methods in Neural Networks” Van Nostrand Reinhold 1993
- Rezazadeh S. Vossoughi G. R. “Neural Network Engine Model for Optimization of EMS Calibration” ISME 11th international conference of Mechanical Engineering Mashhad, Iran 2003
- Gillespie D. “Fundamentals of Vehicle Dynamics” Society of Automotive Engineers 1992
- Wong J. C. “Theory of Ground Vehicles” John Wiley & Sons 2001
- www.nrel.gov
- Brooker A. et al “ADVISOR Documentation” National Renewable Energy Laboratory 2002
- Gill P. E. Murray W. Wright M. H. “Practical Optimization” Academic Press 1981
- Kennedy J. Eberhart R. “Particle Swarm Optimization” Proceeding of IEEE International Conference on Neural Networks IV 1942 1948 Perth, Australia 1995
- Lee K. Y. El-Sharkawi M. A. Ed. “Modern Heuristic Optimization Techniques with Applications to Power Systems” IEEE Power Engineering Society 2003
- Goldberg D. E. “Genetic Algorithms in Search, Optimization, and Machine Learning” Addison-Wesley 1989
- Chipperfield A. Fleming P. Pohlheim H. Fonseca C. “Genetic Algorithm Toolbox for Use with MATLAB” Department of Automatic Control and System Engineering, University of Sheffield 2002
- Back T. Fogel D. Michalewicz Z. Ed. Handbook of Evolutionary Computation Institute of Physics Publishing and Oxford University Press 1997
- Coit D. W. Smith A.E. Tate D.M. “Adaptive Penalty Methods for Genetic Optimization of Constrained Combinatorial Problems” INFORMS J. Comput. 8 173 182
- Deb K. “Multi-Objective Optimization Using Evolutionary Algorithms” John Wiley & Sons 2002