The spray pattern of high-pressure multi-hole injectors as well as the atomization process are of uttermost importance regarding efficiency and emissions in gasoline combustion engines. Ensuring optimal homogenization while meeting the engine individual specifications regarding spray targeting and massflow is a crucial development goal. High effort is put on the layout of the nozzle seat to meet the engine requirements. Success is only possible with a deep knowledge of the influencing quantities, considering that many design parameters affect the inner nozzle flow. Based on this knowledge improvement in spray penetration length and atomization can be achieved. In the current investigation a segment model of the injector is considered. A fully automated, highly parallelized workflow enables a systematic examination of the constrained design space with acceptable computational time. The CFD workflow is implemented in the OPtimization Algorithm Library++ (OPAL++) developed at the "Otto von Guericke" University of Magdeburg. First, inner nozzle flow 3D-CFD calculations of two selected nozzle geometries are validated by comparison with shadowgraphy and Long-Distance-Microscope (LDM) measurements. Using these simulations, correlations between nozzle flow parameters and the key spray characteristics, serving as optimization objectives, are analyzed. Second, a Design-of-Experiment (DoE) is created to understand the interdependency between design variables and objectives. Based on the DoE, metamodels are constructed, validated, compared with each other and used for optimization. Afterwards, a direct 3D CFD-optimization is carried out for the nozzle geometry. It relies on a Genetic Algorithm in OPAL++ to identify the Pareto front of the multi-objective problem. Finally, the Pareto front is analyzed and conclusions are drawn for future research.
KeywordsNozzle flow, High Pressure Injector, CFD, Metamodeling, Genetic Algorithm, Optimization
IntroductionIn the recent years the demand for high power output and high efficiency combined with stricter emission regulations has led to a broad use of Gasoline Direct Injection (GDI) engines. To fulfill the engine individual requirements as well as the legislation emission regulations high development effort was put towards the injection system. Different fields of investigations cover system pressure, type and position of injector, injection timing as well as geometric studies of the key valve seat parameter, e.g. [17,22]. The latter are principally responsible for the primary spray characteristics like spray plume trajectory, spray plume cone angle, atomization and penetration. Further engine-specific demands, e.g., cylinder geometry, charge motion, mass flow rate, etc., require a flexible design. The designs of nozzle seat and spray hole are crucial for the development of current combustion systems [11,21]. Most published studies consider only a few designs obtained by changing a single parameter [14,15,20]. For multihole high pressure gasoline injectors the manufacturing ...