基于田口灰关联分析的高温热障涂层最优控制因素

IF 4.03
Mohammed Yunus, Mohammad S. Alsoufi, Shadi M. Munshi
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引用次数: 11

摘要

在航空航天工业中,通过改善热降/热障(TD)和热疲劳循环(TFC)等热特性(TC),可以有效地在高温应用中使用热喷涂涂层。陶瓷涂层的表征需要更好地了解TC及其性能。本文尝试采用基于灰色关联分析(GRA)的混合田口设计方法对涂层厚度、涂层类型、粘结层和暴露温度等控制因素进行优化。必要的实验采用田口L16析因设计进行实验分析,基于信噪比越大越好。利用遗传算法成功地进行了多响应/输出优化和控制因素分级。研究了各因素对TD和TFC的影响。方差分析结果显示,在95?%的置信水平,并使用最佳工艺因素进行确认试验。这表明热障涂层的温度有了提高。这项工作表明,与田口技术相结合的混合GRA提高了TBC在高温应用中的耐久性和效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Taguchi-Grey relation analysis for assessing the optimal set of control factors of thermal barrier coatings for high-temperature applications

Taguchi-Grey relation analysis for assessing the optimal set of control factors of thermal barrier coatings for high-temperature applications

In an aerospace industry, the efficient use of thermally sprayed coatings for high-temperature applications is achieved by improving the thermal characteristics (TC) such as thermal drop/barrier (TD) and thermal fatigue cycles (TFC). The characterization of ceramic coatings demands a better understanding of TC and their performance.

In this paper, an attempt has been made to use hybrid Taguchi design method based grey relation analysis (GRA) for optimizing the control factors such as the thickness of coating, type of coating, bond coating and exposed temperature. The necessary experiments were carried out using Taguchi L16 factorial design of experiments for analysis based on the larger the better signal-to-noise (S/N) ratio. The multi-response/output optimization and grading of control factors were successfully carried out by GRA.

The significance of each factor as regards TD and TFC were investigated. The ANOVA results showed that most important parameters at 95?% confidence level and were validated with a confirmation test using optimum process factors. It shows an improvement in the TC of thermal barrier coatings.

This work revealed that the hybrid GRA with Taguchi technique had improved the durability and efficient usage of TBC for high-temperature applications.

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