Enhancing Tribological Characteristics of Titanium Grade-5 Alloy through HVOF Thermal-Sprayed WC-Co Nano Coatings by TOPSIS and Golden Jack Optimization Algorithm.

IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY
S Thirumalvalavan, G Perumal, N Senthilkumar, S Selvarasu
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Abstract

Background: Thermal spray coatings have emerged as a pivotal technology in materials engineering, primarily for augmenting the characteristics related to wear and tribology of metallic substrates.

Method: This study aimes to delve into applying High-Velocity Oxygen Fuel (HVOF) thermalsprayed WC-Co nanocoatings on Titanium Grade-5 alloy (Ti64). The coating process, utilizing nano-sized WC-Co powder, undergoes systematic optimization of HVOF parameters, encompassing the flow rate of carrier gas, powder feed rate, and nozzle distance. Experimental assessments via Pin-on-Disc (PoD) tests encompass Loss of Wear (WL), Friction Coefficient (CoF), and Frictional Force (FF). Later, an exhaustive optimization of responses is conductede using the Technique for Order Preference by Similarity to the Ideal Solution (TOPSIS) method and the golden jack optimization algorithm (GJOA).

Results: Outcomes show a substantial increase in WL, CoF, and FF with a rise in the carrier gas and powder feed rate. However, with increasing spraying distance of powder, the WL, CoF, and FF tend to lower due to higher bonding, which leads to increased wear resistance. The ideal parametric settings achieved from TOPSIS and GJOA are 245 mm of spray distance, 30 gpm rate of powder feed, and 11 lpm of carrier gas flow rate. The powder feed rate contributes 88.99% to the control action, as seen from ANOVA.

Conclusion: The confirmation experiment presents that the WL, CoF, and FF output responses are 42.33, 27.97, and 9.38% less than the mean of experimental data. These results highlight the HVOF process in spraying WC-Co nanocoatings to fortify the durability and performance of Ti64 alloy that can be patented for diverse engineering applications.

利用 TOPSIS 和 Golden Jack 优化算法,通过 HVOF 热喷涂 WC-Co 纳米涂层提高钛 5 级合金的摩擦学特性
背景:热喷涂涂层已成为材料工程领域的一项关键技术,主要用于增强金属基材的磨损和摩擦学特性:本研究旨在探讨如何在 5 级钛合金(Ti64)上应用高速氧气燃料(HVOF)热喷涂 WC-Co 纳米涂层。利用纳米级 WC-Co 粉末的涂层工艺对 HVOF 参数进行了系统优化,包括载气流量、粉末进给量和喷嘴距离。通过针盘(PoD)测试进行的实验评估包括磨损失效(WL)、摩擦系数(CoF)和摩擦力(FF)。随后,使用与理想解决方案相似的排序优先技术(TOPSIS)方法和黄金插孔优化算法(GJOA)对响应进行了详尽的优化:结果表明,随着载气和粉末进料率的增加,WL、CoF 和 FF 都有大幅提高。然而,随着粉末喷涂距离的增加,WL、CoF 和 FF 会因更高的粘合度而降低,从而导致耐磨性增加。根据 TOPSIS 和 GJOA 得出的理想参数设置为:喷射距离 245 毫米、粉末进料速度 30 加仑/分、载气流量 11 升/分。从方差分析中可以看出,粉末进给率对控制作用的贡献率为 88.99%:确认实验表明,WL、CoF 和 FF 输出响应分别比实验数据的平均值少 42.33%、27.97% 和 9.38%。这些结果凸显了 HVOF 工艺在喷涂 WC-Co 纳米涂层中的作用,该工艺可增强 Ti64 合金的耐用性和性能,并可在各种工程应用中获得专利。
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来源期刊
Recent Patents on Nanotechnology
Recent Patents on Nanotechnology NANOSCIENCE & NANOTECHNOLOGY-MATERIALS SCIENCE, MULTIDISCIPLINARY
CiteScore
4.70
自引率
10.00%
发文量
50
审稿时长
3 months
期刊介绍: Recent Patents on Nanotechnology publishes full-length/mini reviews and research articles that reflect or deal with studies in relation to a patent, application of reported patents in a study, discussion of comparison of results regarding application of a given patent, etc., and also guest edited thematic issues on recent patents in the field of nanotechnology. A selection of important and recent patents on nanotechnology is also included in the journal. The journal is essential reading for all researchers involved in nanotechnology.
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