Investigation of the criteria for construction of reliable surrogate fuels: A case study of Jet-A aviation kerosene

IF 5.8 2区 工程技术 Q2 ENERGY & FUELS Combustion and Flame Pub Date : 2024-11-22 DOI:10.1016/j.combustflame.2024.113866
Yachao Chang, Shuai Huang, Hongda Li, Ming Jia
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Abstract

Surrogate fuels are usually constructed by optimizing component selection and component proportions to match the physicochemical indexes of practical fuels. The interaction among the selected components and the influence of the weight factors of the physicochemical indexes on the combustion characteristics of the surrogate fuel have not been well investigated in previous research. In this paper, a systematical method is proposed to construct the Jet-A aviation kerosene surrogate fuel by combining the principle of the selection of the surrogate components and the genetic algorithm, in which the weight factors of the physicochemical indexes are introduced. First, 900 cases including nine groups of surrogate component schemes and 100 groups of weight factor schemes are generated using the Sobol function. Then, optimization is carried out using the genetic algorithm for the 900 surrogate fuels with the candidate component proportions as the input variables and the selected physicochemical properties as the optimization targets. Subsequently, the results of all the surrogate fuels concerning component proportions, physicochemical properties, and combustion characteristics are further analyzed, especially for the prediction performance of the surrogate fuels under different schemes on the combustion characteristics of ignition delay times, laminar flame speeds, and O2/CO/CO2 concentrations. It is found that proper weight factors can enhance the prediction performance of the surrogate fuels, especially for the surrogate fuels with fewer surrogate components. However, the optimal limit of the surrogate fuel performance is determined once the surrogate components are confirmed. Through the comprehensive orthogonal analysis and sensitivity analysis on the results of the surrogate fuels, the criteria of surrogate fuel construction for Jet-A are further present: the surrogate fuels do not need to keep the same component proportions as that in the practical fuel. To ensure the reliability of the surrogate fuels, the relative weight factor of the derived cetane number should be enhanced by at least 15 %, while that of the aromatics fraction should be larger than 10 %.
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关于构建可靠代用燃料的标准的调查:Jet-A 航空煤油案例研究
通常通过优化组分选择和组分比例来构建代用燃料,使其与实际燃料的理化指标相匹配。关于所选组分之间的相互作用以及理化指标权重因子对代用燃料燃烧特性的影响,以往的研究还没有深入探讨。本文结合代用组分的选取原理和遗传算法,提出了一种构建 Jet-A 航空煤油代用燃料的系统方法,其中引入了理化指标的权重因子。首先,利用 Sobol 函数生成 900 个案例,包括 9 组代用成分方案和 100 组权重因子方案。然后,以候选组分比例为输入变量,以选定的理化性质为优化目标,利用遗传算法对这 900 种代用燃料进行优化。随后,进一步分析了所有代用燃料在组分比例、理化性质和燃烧特性方面的结果,特别是不同方案下代用燃料在点火延迟时间、层流火焰速度和 O2/CO/CO2 浓度等燃烧特性方面的预测性能。研究发现,适当的权重系数可以提高代用燃料的预测性能,特别是对于代用成分较少的代用燃料。然而,代用燃料性能的最佳极限是在代用成分确定之后确定的。通过对代用燃料结果的综合正交分析和敏感性分析,进一步提出了 Jet-A 代用燃料的构建标准:代用燃料不必保持与实际燃料相同的组分比例。为确保代用燃料的可靠性,导出十六烷值的相对重量系数应至少提高 15%,而芳烃组分的相对重量系数应大于 10%。
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来源期刊
Combustion and Flame
Combustion and Flame 工程技术-工程:化工
CiteScore
9.50
自引率
20.50%
发文量
631
审稿时长
3.8 months
期刊介绍: The mission of the journal is to publish high quality work from experimental, theoretical, and computational investigations on the fundamentals of combustion phenomena and closely allied matters. While submissions in all pertinent areas are welcomed, past and recent focus of the journal has been on: Development and validation of reaction kinetics, reduction of reaction mechanisms and modeling of combustion systems, including: Conventional, alternative and surrogate fuels; Pollutants; Particulate and aerosol formation and abatement; Heterogeneous processes. Experimental, theoretical, and computational studies of laminar and turbulent combustion phenomena, including: Premixed and non-premixed flames; Ignition and extinction phenomena; Flame propagation; Flame structure; Instabilities and swirl; Flame spread; Multi-phase reactants. Advances in diagnostic and computational methods in combustion, including: Measurement and simulation of scalar and vector properties; Novel techniques; State-of-the art applications. Fundamental investigations of combustion technologies and systems, including: Internal combustion engines; Gas turbines; Small- and large-scale stationary combustion and power generation; Catalytic combustion; Combustion synthesis; Combustion under extreme conditions; New concepts.
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