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Application of Response Surface Methodology in Optimization of Performance and Exhaust Emissions of Secondary butyl alcohol-gasoline Blends in SI Engine

机译:响应曲面法在S​​I发动机仲丁醇汽油混合气性能和排放优化中的应用

摘要

Producing an optimal balance between engine performance and exhaust emissions has always been one of the main challenges in automotive technology. This paper examines the use of RSM (response surface methodology) to optimize the engine performance, and exhaust emissions of a spark-ignition (SI) engine which operates with 2-butanol–gasoline blends of 5%, 10%, and 15% called GBu5, GBu10, and GBu15. In the experiments, the engine ran at various speeds for each test fuel and 13 different conditions were constructed. The optimization of the independent variables was performed by means of a statistical tooludknown as DoE (design of experiments). The desirability approach by RSM was employed with the aim of minimizing emissions and maximizing of performance parameters. Based on the RSM model, performance characteristics revealed that increments of 2-butanol in the blended fuels lead to increasing trends of brake power, brake mean effective pressure and brake thermal efficiency. Nonetheless, marginal higher brake specific fuel consumption was observed. Furthermore, the RSM model suggests that the presence of 2-butanol exhibits a decreasing trend of nitrogen oxides, carbon monoxides, and unburnt hydrocarbon, however, a higher trend was observed for carbon dioxides exhaust emissions. It was established from the study that the GBu15 blend with an engine speed of 3205 rpm was found to be optimal to provideudthe best performance and emissions characteristics as compared to the other tested blends.
机译:在发动机性能和废气排放之间达到最佳平衡一直是汽车技术的主要挑战之一。本文研究了使用RSM(响应表面方法)优化发动机性能,以及使用5%,10%和15%的2-丁醇-汽油混合气运行的火花点火(SI)发动机的废气排放的情况。 GBu5,GBu10和GBu15。在实验中,每种测试燃料的发动机都以不同的速度运转,并构建了13种不同的条件。通过统计工具 DoE(实验设计)对自变量进行优化。采用了RSM的合意性方法,目的是使排放最小化并最大化性能参数。基于RSM模型,性能特征表明,混合燃料中2-丁醇的增加会导致制动功率,制动平均有效压力和制动热效率的增加趋势。尽管如此,观察到略微更高的制动比油耗。此外,RSM模型表明2-丁醇的存在显示出氮氧化物,一氧化碳和未燃烧的碳氢化合物的减少趋势,但是,观察到二氧化碳排放的趋势更高。通过研究确定,与其他测试的混合物相比,发动机转速为3205 rpm的GBu15混合物最适合提供最佳的性能和排放特性。

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