水滴在倾斜表面蒸发的田口和方差分析优化实验研究

IF 1.6 4区 工程技术 Q3 ENGINEERING, MECHANICAL Journal of Thermal Science and Engineering Applications Pub Date : 2023-10-05 DOI:10.1115/1.4063681
Atalay Yildirim, Özden Agra, Mustafa Kemal Sevindir
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引用次数: 0

摘要

摘要:本文通过实验研究了不同表面粗糙度的玻璃基板上的固定水滴的蒸发特性。评估了五个参数对蒸发过程的影响,每个参数都有三个层次:基材温度、表面粗糙度、液滴体积、水滴初始温度和玻璃基材的倾角。采用L27的田口正交设计确定了实验作品的最小候选试验点,并进行了更多的实验来精确确定效果。然后用方差分析方法计算了无根液滴的蒸发时间。结果表明:蒸发次数随基体温度、基体倾角和初始水滴温度的升高而减小,而蒸发次数随表面粗糙度和液滴体积的增大而增大;通过方差分析对蒸发时间进行线性回归拟合,发现与实验的最佳平均偏差为10%。将实验结果与文献进行比较并推导出相关性。结合实验数据和文献数据,所提出的相关性得到了良好的结果。
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Experimental Investigation Of The Water Droplets Evaporation On An Inclined Surfaces By Taguchi And ANOVA Optimization Analysis
Abstract We experimentally investigated the evaporation characteristics of a sessile water droplet on a glass substrate with different surface roughness levels. The influence of five parameters that each have tree levels are evaluated for the evaporation process: substrate temperature, surface roughness, droplet volume, water droplets initial temperature, and inclination angle of the glass substrate. A Taguchi orthogonal array design of L27 is used to determine minimum candidate trial points of the experimental works, and more experiments have been carried out to determine the effects precisely. Then Analysis of Variance has been used to evaluate the evaporation times for the sessile droplets. The results show that evaporation times decreases with increasing substrate temperatures, increasing inclination angle of the substrate, and increasing initial water droplets temperatures while evaporation times increases with increasing surface roughness and increasing droplet volumes.A linear regression fit derived via ANOVA analysis for the evaporation time and the best mean deviation found to be 10% from the experiments. The experimental results compared to the literature and derived correlations. And the proposed correlation has given good results considering experimental and literature data.
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来源期刊
Journal of Thermal Science and Engineering Applications
Journal of Thermal Science and Engineering Applications THERMODYNAMICSENGINEERING, MECHANICAL -ENGINEERING, MECHANICAL
CiteScore
3.60
自引率
9.50%
发文量
120
期刊介绍: Applications in: Aerospace systems; Gas turbines; Biotechnology; Defense systems; Electronic and photonic equipment; Energy systems; Manufacturing; Refrigeration and air conditioning; Homeland security systems; Micro- and nanoscale devices; Petrochemical processing; Medical systems; Energy efficiency; Sustainability; Solar systems; Combustion systems
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