Optimization of a HSDI Diesel Engine for Passenger Cars Using a Multi-Objective Genetic Algorithm and Multi-Dimensional Modeling

[1]  Song-Charng Kong,et al.  Performance Optimization of Diesel Engines with Variable Intake Valve Timing Via Genetic Algorithms , 2005 .

[2]  Peter J. Fleming,et al.  Genetic Algorithms for Multiobjective Optimization: FormulationDiscussion and Generalization , 1993, ICGA.

[3]  Kalyanmoy Deb,et al.  Multi-objective optimization using evolutionary algorithms , 2001, Wiley-Interscience series in systems and optimization.

[4]  Tomoyuki Hiroyasu,et al.  Reduction of Heavy Duty Diesel Engine Emission and Fuel Economy with Multi-Objective Genetic Algorithm and Phenomenological Model , 2004 .

[5]  Rolf D. Reitz,et al.  Experimental optimization of a direct injection homogeneous charge compression ignition gasoline engine using split injections with fully automated microgenetic algorithms , 2003 .

[6]  Gary B. Lamont,et al.  Evolutionary Algorithms for Solving Multi-Objective Problems , 2002, Genetic Algorithms and Evolutionary Computation.

[7]  R. Reitz,et al.  Development and Validation of a Reduced Reaction Mechanism for HCCI Engine Simulations , 2004 .

[8]  John E. Dec,et al.  Comparisons of diesel spray liquid penetration and vapor fuel distributions with in-cylinder optical measurements , 2000 .

[9]  Rolf D. Reitz,et al.  Optimization study of the effects of bowl geometry, spray targeting, and swirl ratio for a heavy-duty diesel engine operated at low and high load , 2008 .

[10]  R. Reitz,et al.  MODELING SPRAY ATOMIZATION WITH THE KELVIN-HELMHOLTZ/RAYLEIGH-TAYLOR HYBRID MODEL , 1999 .

[11]  Rolf D. Reitz,et al.  Combustion optimization in the low-temperature diesel combustion regime , 2005 .

[12]  M. Arakawa,et al.  Development of Adaptive Real Range(ARRange)Genetic Algorithms , 1998 .

[13]  Arturo de Risi,et al.  Optimization of the Combustion Chamber of Direct Injection Diesel Engines , 2003 .

[14]  Rolf D. Reitz,et al.  Six-Mode Cycle Evaluation of the Effect of EGR and Multiple Injections on Particulate and NOx Emissions from a D.I. Diesel Engine , 1996 .

[15]  Rolf D. Reitz,et al.  Multidimensional Computation of Multicomponent Spray Vaporization and Combustion , 1995 .

[16]  Rolf D. Reitz,et al.  Application of Micro-Genetic Algorithms for the Optimization of Injection Strategies in a Heavy-Duty Diesel Engine , 2005 .

[17]  C. Bowman.  Kinetics of pollutant formation and destruction in combustion , 1975 .

[18]  Rolf D. Reitz,et al.  Diesel Engine Model Development and Experiments , 1995 .

[19]  David W. Corne,et al.  Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy , 2000, Evolutionary Computation.

[20]  L. Kirsch,et al.  The autoignition of hydrocarbon fuels at high temperatures and pressures—Fitting of a mathematical model , 1977 .

[21]  Daisuke Sasaki,et al.  Efficient Search for Trade-Offs by Adaptive Range Multi-Objective Genetic Algorithms , 2005, J. Aerosp. Comput. Inf. Commun..

[22]  N. Trigui,et al.  Shape Optimization of IC Engine Ports and Chambers , 1998 .

[23]  Rolf D. Reitz,et al.  Assessment of Optimization Methodologies to Study the Effects of Bowl Geometry, Spray Targeting and Swirl Ratio for a Heavy-Duty Diesel Engine Operated at High-Load , 2008 .

[24]  H. Hiroyasu,et al.  Models for combustion and formation of nitric oxide and soot in direct injection diesel engines. SAE Paper 760129 , 1976 .

[25]  Frediano V. Bracco,et al.  Comparisons of computed and measured premixed charge engine combustion , 1985 .

[26]  Goldberg,et al.  Genetic algorithms , 1993, Robust Control Systems with Genetic Algorithms.

[27]  Rolf D. Reitz,et al.  An experimental study on emissions optimization using micro-genetic algorithms in a HSDI diesel engine , 2003 .

[28]  R. Reitz,et al.  Turbulence Modeling of Internal Combustion Engines Using RNG κ-ε Models , 1995 .

[29]  P. Herzog,et al.  Passenger Vehicle Diesel Engines for the U.S. , 2004 .

[30]  Rolf D. Reitz,et al.  Droplet Collision Modeling in Multi-Dimensional Spray Computations , 2007 .

[31]  Rolf D. Reitz,et al.  Experimental Optimization of a Heavy-Duty Diesel Engine Using Automated Genetic Algorithms , 2002 .

[32]  R. Reitz,et al.  Optimizing HSDI Diesel Combustion and Emissions Using Multiple Injection Strategies , 2005 .

[33]  Rolf D. Reitz,et al.  CFD Optimization of DI Diesel Engine Performance and Emissions Using Variable Intake Valve Actuation with Boost Pressure, EGR and Multiple Injections , 2002 .

[34]  Hao Helen Zhang,et al.  Component selection and smoothing in multivariate nonparametric regression , 2006, math/0702659.

[35]  Song-Charng Kong,et al.  Multidimensional Modeling of Diesel Ignition and Combustion Using a Multistep Kinetics Model , 1993 .

[36]  Shuji Kimura,et al.  Ultra - Clean Combustion Technology Combining a Low - Temperature and Premixed Combustion Concept fo , 2001 .

[37]  Rolf D. Reitz,et al.  PCCI Investigation Using Variable Intake Valve Closing in a Heavy Duty Diesel Engine , 2007 .

[38]  Rolf D. Reitz,et al.  Effect of Optimization Criteria on Direct-Injection Homegeneous Charge Compression Ignition Gasoline Engine Performance and Emissions Using Fully Automated Experiments and Microgenetic Algorithms , 2004 .

[39]  R. Reitz,et al.  Unsteady turbulent round jets and vortex motion , 2007 .

[40]  Rolf D. Reitz,et al.  Modeling Diesel Engine NOx and Soot Reduction with Optimized Two-Stage Combustion , 2006 .

[41]  Shuji Kimura,et al.  New Combustion Concept for Ultra-Clean and High-Efficiency Small DI Diesel Engines , 1999 .

[42]  J. Nagle,et al.  OXIDATION OF CARBON BETWEEN 1000–2000°C , 1962 .

[43]  Rolf D. Reitz,et al.  An Improved Spray Model for Reducing Numerical Parameter Dependencies in Diesel Engine CFD Simulations , 2008 .

[44]  R. Reitz.  Modeling atomization processes in high-pressure vaporizing sprays , 1987 .

[45]  Kalyanmoy Deb,et al.  Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms , 1994, Evolutionary Computation.

[46]  Song-Charng Kong,et al.  The Development and Application of a Diesel Ignition and Combustion Model for Multidimensional Engine Simulation , 1995 .

[47]  Rolf D. Reitz,et al.  Diesel Engine Combustion Chamber Geometry Optimization Using Genetic Algorithms and Multi-Dimensional Spray and Combustion Modeling , 2001 .

[48]  Rolf D. Reitz,et al.  A Computational Investigation of Two-Stage Combustion in a Light-Duty Engine , 2008 .

[49]  P. K. Senecal,et al.  Multi-Mode Genetic Algorithm Optimization of Combustion Chamber Geometry for Low Emissions , 2002 .

[50]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[51]  Yu Shi,et al.  Heavy-Duty Diesel Combustion Optimization Using Multi-Objective Genetic Algorithm and Multi-Dimensional Modeling , 2009 .

[52]  R. Reitz,et al.  A temperature wall function formulation for variable-density turbulent flows with application to engine convective heat transfer modeling , 1997 .

[53]  Rolf D. Reitz,et al.  Optimization of a Large Diesel Engine via Spin Spray Combustion , 2005 .

[54]  Rolf D. Reitz,et al.  Optimization of a hydrocarbon fuel ignition model for two single component surrogates of diesel fuel , 2003 .

[55]  Rolf D. Reitz,et al.  A computational investigation into the effects of spray targeting, bowl geometry and swirl ratio f , 2007 .

[56]  Rolf D. Reitz,et al.  The Use of Non-Parametric Regression to Investigate the Sensitivities of High-Speed Direct Injection Diesel Emissions and Fuel Consumption to Engine Parameters , 2006 .