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Development of Combustion and Soot Emission Models for Direct-Injection Spark-Ignition Engines : 직접분사식 가솔린 엔진의 연소 및 입자상물질 배출 모델 개발

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dc.contributor.advisor민경덕-
dc.contributor.author김주한-
dc.date.accessioned2017-10-27T16:33:51Z-
dc.date.available2017-10-27T16:33:51Z-
dc.date.issued2017-08-
dc.identifier.other000000146427-
dc.identifier.urihttps://hdl.handle.net/10371/136717-
dc.description학위논문 (박사)-- 서울대학교 대학원 공과대학 기계항공공학부, 2017. 8. 민경덕.-
dc.description.abstractEnergy issue of fossil fuel depletion and environmental issue of global warming have been the powerful spur to develop a more efficient engine. Direct-injection spark-ignition (DISI) engine combined with turbocharging technology, renowned as one of the most pursued solutions for next-generation powertrain, is capable of increasing thermal efficiency by their abilities to mitigate knock and to reduce pumping loss. Despite these merits, the direct injection deteriorates the homogeneity degree of the air-fuel mixture and induces the fuel film deposition on the wall. Consequently, the unfavorable particulate matter emission increases in significant level compared to the conventional port fuel injection engine. In the light of environmental and public health concerns, the EU imposed a regulatory limit on the particulate number (PN) of 6.E+12/km as of September of 2014, and the target will be tightened to 6.E+11/km in 2017. This goal is challenging to meet without an after-treatment system. Thus, a substantial optimization of the combustion chamber and operating strategies should be conducted systematically.
Though the fundamentals of soot formation are same for both Diesel and DISI engines, the air-fuel mixture preparation and the combustion processes are different. In Diesel engine, the turbulent diffusion combustion after the fuel injection is proceeded, and the soot is mainly formed in the core of spray plume. By contrast, in DISI engines, the locally fuel-rich mixture is formed due to the fuel film deposition and the short mixing time, and the soot is produced in the behind of the turbulent propagating flame near wall region. Therefore, it is required to develop the numerical models relevant to DISI engine application.
The aim of this study is to develop combustion and soot emission models for DISI engines, and it comprises three major modeling concerns. Firstly, to improve the prediction accuracy of air-fuel mixture field inside the cylinder, a six-component surrogate fuel that covers the wide range of boiling point, as well as the same aromatic content of real gasoline, was developed and validated with the gasoline analysis data. In addition, the Kelvin-Helmholtz Rayleigh-Taylor (KH-RT) model for spray break-up was calibrated against the droplet size distribution and penetration length data obtained from a set of rig-experiments.
Secondly, the partially-premixed turbulent combustion in DISI engines was modeled by the G-equation. A new correlation for the laminar burning velocity of gasoline fuel was developed with an emphasis on the prediction improvement of burning velocity in the fuel-rich mixture. In regard to the effect of aromatic hydrocarbons on burning velocity for fuel-rich branch, the laminar burning velocities of three hydrocarbons, iso-octane, n-heptane, and toluene, were calculated by PREMIX code in conjunction with detailed mechanism developed in LLNL, and were blended by the energy fraction based mixing rule to derive the laminar burning velocity of gasoline.
Thirdly, a detailed soot modeling framework including the gas-phase polycyclic aromatic hydrocarbons (PAHs) formation as well as the solid-phase soot aerosol dynamics were proposed with the level-set flamelet library approach and two soot models. To determine the chemical composition behind of flame front including the PAHs concentrations, a detailed chemical mechanism which contains the reaction pathway of PAHs up to coronene (C24H12) was employed to calculate the laminar premixed flamelet equation under wide thermos-chemical conditions. From the full solution of flamelet equation, five representative PAHs were adopted for the soot precursors. For the soot evolution, a semi-empirical soot model was developed, in which the soot nucleation was described as PAHs dimerization. Furthermore, the method of moment interpolative closure (MOMIC) was also coupled to the flamelet library to explore the state-of-the-art predictability.
The developed models were validated under three sets of engine experiments with various operating conditions. Firstly, the soot emission similarity between the surrogate fuel and real gasoline was verified by conducting the PFI engine experiment with the variation of equivalence ratio at hot operating condition. Secondly, the preliminary evaluation for the sub-models was carried out by comparing the combustion and soot emission results with that measured from the DISI engine experiment under a catalyst heating condition. Finally, the developed models were validated against the DISI engine experiment by varying the injection strategies under cold steady-state operating condition. Based on the modeling and validation work, the combustion and soot emission models developed in this study can be actively used for the engine development and optimization process in the future.
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dc.description.tableofcontentsChapter 1. Introduction 1
1.1 Background and Motivation 1
1.2 Literature Review 5
1.2.1 Definition of Terminology for Soot Emission 5
1.2.2 Fundamentals of Soot Formation Process 6
1.2.3 Soot Emission Characteristics in DISI engines 8
1.2.4 Key Features of Soot Emission Modeling for DISI Engines 11
1.2.5 Progress on Soot Modeling of DISI Engines 12
1.3 Research Objectives 22
1.4 Structure of Thesis 24
Chapter 2. Turbulent Flow, Fuel Spray, and Liquid Film Modeling 25
2.1 Turbulent Flow Description 25
2.1.1 Conservation Equations 25
2.1.2 RANS and Turbulence Models 27
2.2 Modeling of Spray Injection 31
2.2.1 Sub-models of Spray Injection 32
2.2.2 Break-up Model Calibration: Experimental Setup 34
2.2.3 Break-up Model Calibration: Simulation Results 35
2.3 Modeling of Liquid Fuel Film 43
Chapter 3. Modeling of Gasoline Surrogate Fuel 45
3.1 Literature Review 46
3.1.1 Flame propagation 46
3.1.2 Auto-ignition 46
3.1.3 Volatility 47
3.2 Identification of Target Properties with a Focus on Soot Emission 49
3.3 Experimental Analysis of Target Properties 52
3.4 Determination of Surrogate Component and Composition 59
3.4.1 Basis: Chemical Families 59
3.4.2 Basis: Boiling Temperature 60
3.4.3 Formulation Results and Discussion 60
Chapter 4. Modeling of Partially-premixed Turbulent Combustion by G-Equation 68
4.1 Turbulent Premixed Combustion Modeling 69
4.1.1 G-Equation for Laminar Premixed Flame Propagation 70
4.1.2 G-Equation for Turbulent Premixed Flame Propagation 71
4.1.3 Turbulent Burning Velocity 72
4.2 Laminar Burning Velocity of Gasoline Fuel 75
4.2.1 Literature Review 75
4.2.2 Modeling Methodology 77
4.2.3 New Correlation for Laminar Burning Velocity of Gasoline 79
4.3 Spark Ignition Modeling 93
Chapter 5. Detailed Soot Model Framework with Flamelet Library Approach 94
5.1 Flamelet Equations for Premixed Combustion 97
5.1.1 Laminar Premixed Flame 97
5.1.2 Turbulent Premixed Flame 98
5.2 Generation of Flamelet Library 100
5.2.1 Chemical Mechanism and Numerical Setup 100
5.2.2 Results of Flamelet Library 101
5.3 Modeling Issues on Flamelet Library Approach 108
5.4 Literature Review: Soot Modeling Approach 111
5.5 Soot Modeling by Semi-Empirical Approach 113
5.5.1 Soot Nucleation 113
5.5.2 Coagulation 113
5.5.3 Surface Growth 114
5.5.4 Surface Oxidation 115
5.6 Soot Modeling by MOMIC 117
5.6.1 General description 117
5.6.2 Nucleation 118
5.6.3 Coagulation 119
5.6.4 Surface Growth/Oxidation 120
5.6.5 Post-Flame Reaction Modeling 122
Chapter 6. Experimental and Numerical Setup and Preliminary Model Evaluation 123
6.1 Experimental and Numerical Setup 123
6.1.1 Engine specifications 123
6.1.2 Pressure Data Acquisition and Post-Processing 124
6.1.3 Exhaust Emission Measurement 125
6.1.4 Computational Mesh 126
6.1.5 Initial and Boundary Conditions 126
6.2 Experimental Investigation of Soot Emission Similarity between TRF and Gasoline 130
6.2.1 Engine Operating Condition 131
6.2.2 Experimental Results 132
6.3 Model Evaluation under Catalyst Heating Condition 139
6.3.1 Engine Operating Condition 140
6.3.2 Case Setup for CFD Simulation 140
6.3.3 Model Evaluation Results 140
Chapter 7. Model Application to DISI Engine 157
7.1 Effect of Multiple Injection on Soot Emission 158
7.1.1 Engine Operating Condition and Experimental Observation 158
7.1.2 Numerical Analysis: Air-Fuel Mixing Process 159
7.1.3 Numerical Analysis: Combustion Process 161
7.1.4 Numerical Analysis: Soot Formation 163
7.2 Effect of Wall Temperature on Soot Emission 188
7.2.1 Numerical Analysis: Effect of Wall Temperature 188
7.2.2 Model Sensitivity to PAH Concentrations 189
7.3 Engine Simulation with MOMIC 194
7.4 Further Discussion on Soot Emission Prediction 198
Chapter 8. Conclusions 201
Bibliography 206
Appendix A. Scales of Turbulent Flow and Averaging 223
Appendix B. Conservation Equations for Liquid Spray 226
Appendix C. Turbulent Premixed Combustion Regime 228
국 문 초 록 232
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dc.formatapplication/pdf-
dc.format.extent7097124 bytes-
dc.format.mediumapplication/pdf-
dc.language.isoen-
dc.publisher서울대학교 대학원-
dc.subjectDISI Engine-
dc.subjectCombustion-
dc.subjectSoot Emission-
dc.subjectGasoline Surrogate Fuel-
dc.subjectFlamelet Library Approach-
dc.subjectDetailed Soot Model Framework-
dc.subject.ddc621-
dc.titleDevelopment of Combustion and Soot Emission Models for Direct-Injection Spark-Ignition Engines-
dc.title.alternative직접분사식 가솔린 엔진의 연소 및 입자상물질 배출 모델 개발-
dc.typeThesis-
dc.contributor.AlternativeAuthorJoohan Kim-
dc.description.degreeDoctor-
dc.contributor.affiliation공과대학 기계항공공학부-
dc.date.awarded2017-08-
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