2020
DOI: 10.4271/2020-01-2008
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Advanced Combustion Modelling of High BMEP Engines under Water Injection Conditions with Chemical Correlations Generated with Detailed Kinetics and Machine Learning Algorithms

Abstract: Water injection is becoming a technology of increasing interest for SI engines development to comply with current and prospective regulations. To perform a rapid optimization of the main parameters involved by the water injection process, it is necessary to have reliable CFD methodologies capable of capturing the most important phenomena. In the present work, a methodology for the CFD simulation of combustion cycles of SI GDI turbocharged engines under water injection operation is proposed. The ECFM-3Z model a… Show more

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Cited by 4 publications
(2 citation statements)
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“…It should be noted that the lower is the percentage of the evaporated mass, the higher is the wallfilm thickness, being zero the remaining liquid mass in the spray cloud. All these results can be summarized in the concept of the cooling efficiency, introduced by the authors in [22]. The cooling efficiency, COOLING, was introduced by the authors for assessing the quantity of the 'wasted water', i.e.…”
Section: Thermodynamic Analysismentioning
confidence: 99%
“…It should be noted that the lower is the percentage of the evaporated mass, the higher is the wallfilm thickness, being zero the remaining liquid mass in the spray cloud. All these results can be summarized in the concept of the cooling efficiency, introduced by the authors in [22]. The cooling efficiency, COOLING, was introduced by the authors for assessing the quantity of the 'wasted water', i.e.…”
Section: Thermodynamic Analysismentioning
confidence: 99%
“…GDI engines, starting from the main properties of the water [15,16]. The anti-knock attitude of the water, related to its high cooling effect, was experimentally and numerically assessed [17,18,19,20,21,22], also highlighting the consequent flame slowdown [23].…”
Section: Literature Surveymentioning
confidence: 99%