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Experimental Investigation on Tribological Performance of TiB2-CoTi Composite Coating Fabricated on AISI 304 Stainless Steel by Argon Arc Cladding Technique 氩弧熔覆技术在 AISI 304 不锈钢上制造的 TiB2-CoTi 复合涂层摩擦学性能实验研究
IF 3.2 3区 材料科学 Q2 MATERIALS SCIENCE, COATINGS & FILMS Pub Date : 2024-11-19 DOI: 10.1007/s11666-024-01890-5
Ravi Kumar, Anil Kumar Das

In this study, TiB2-CoTi composite coatings were fabricated on AISI 304 stainless steel (SS) substrate through argon arc cladding (AAC) technique. The effects of AAC processing currents and weight percentage of titanium (Ti) content on mechanical and wear rate of the coatings have been examined. Microstructural and element distribution maps, as well as phase analysis of the produced coating, were determined using field emission scanning electron microscopy, energy-dispersive spectroscopy, and x-ray diffraction. Results revealed that the coating exhibited good metallurgical bond to the substrate with columnar and network-shaped dendrite structure. The top surface of composite coatings was mainly comprised of TiB2, NiTi, TiB, Co3Ti, Co2B, CoTi, and α-Ti phases. Components of the composite phases were beneficial for improved microhardness and reduced the wear rates. The maximum average microhardness of TiB2-CoTi composite coating was achieved as 1582 HV0.1. This is significantly seven times higher than that of AISI 304SS substrate hardness (223 HV0.1). The wear rate of TiB2-CoTi coating was determined to be 2.53 × 10−8 g/N m, whereas average wear rate of AISI 304SS substrate was 24.39 × 10−8 g/N m. The wear resistance of the TiB2-CoTi coating was 9 times higher than that of AISI 304 SS substrate. Its durability and performance under challenging conditions suggest that it is suitable for applications that demand superior durability and performance.

本研究通过氩弧熔覆(AAC)技术在 AISI 304 不锈钢(SS)基材上制造了 TiB2-CoTi 复合涂层。研究了 AAC 加工电流和钛(Ti)含量的重量百分比对涂层机械性能和磨损率的影响。使用场发射扫描电子显微镜、能量色散光谱和 X 射线衍射测定了所生产涂层的微观结构和元素分布图以及相分析。结果表明,涂层与基体的冶金结合良好,具有柱状和网状树枝状结构。复合涂层的表层主要由 TiB2、NiTi、TiB、Co3Ti、Co2B、CoTi 和 α-Ti 相组成。复合相的成分有利于提高显微硬度和降低磨损率。TiB2-CoTi 复合涂层的最大平均显微硬度为 1582 HV0.1。这比 AISI 304SS 基体硬度(223 HV0.1)高出七倍。经测定,TiB2-CoTi 涂层的磨损率为 2.53 × 10-8 g/N m,而 AISI 304SS 基体的平均磨损率为 24.39 × 10-8 g/N m。它在挑战性条件下的耐久性和性能表明,它适用于对耐久性和性能要求极高的应用领域。
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引用次数: 0
Oxynitrided Ti-6Al-4V Coatings Deposited by Twin Wire Arc Spray for Protection of Aluminum Die-Casting Molds 双线电弧喷涂保护铝压铸模具的氧氮化Ti-6Al-4V涂层
IF 3.2 3区 材料科学 Q2 MATERIALS SCIENCE, COATINGS & FILMS Pub Date : 2024-11-18 DOI: 10.1007/s11666-024-01881-6
Mauricio Nango-Blanco, Natalia Brizuela-Colmenares, Sebastián Pérez, Iván F. Bedoya-Trujillo, Angélica M. Benítez-Castro, Luis A. Cáceres-Díaz, Juan Muñoz-Saldaña

Steel molds used for aluminum die-casting often fail due to excessive wear or cracking phenomena associated with the soldering effect in contact with molten aluminum, which leads to the formation of iron-based intermetallic compounds and causes problems in the cast components. One solution is to apply protective coatings whose composition is less reactive with the molten aluminum and improve its hardness, toughness, wear, and corrosion resistance, thus prolonging its service life. This work evaluates the effectiveness of Ti-6Al-4V coatings deposited by twin wire arc spraying in an air or nitrogen atmosphere. Nitrogen was used as the carrier and shielding gas for the in-flight molten particles. Coatings were deposited by varying the stand-off distance, the nitrogen gas pressures, and the substrate temperature. The microstructure of the coatings is interlayered, one porous layer of dendrites and one highly densified layer. The presence of TiN, TiO2, α-Ti, and β-Ti phases was confirmed by different characterization methods. For instance, x-ray photoelectron spectroscopy measurements confirmed the presence of N-Ti, O-Ti, and N-O bonds, with the oxygen/nitrogen/titanium percentage associated with the formation of a non-stoichiometric (Ti, Al, V)NxOy phase. Finally, the reactivity of selected oxynitrided Ti-6Al-4V coating in contact with molten aluminum showed a low reaction rate compared to the coarse reaction layer suffered by the uncoated steel substrates.

用于铝压铸的钢模具往往由于与熔融铝接触时的焊接效应相关的过度磨损或开裂现象而失效,从而导致铁基金属间化合物的形成,并导致铸造部件出现问题。一种解决方案是使用保护涂层,其成分与熔融铝的反应性较小,并提高其硬度,韧性,耐磨性和耐腐蚀性,从而延长其使用寿命。本工作评估了在空气或氮气气氛中通过双线电弧喷涂沉积Ti-6Al-4V涂层的有效性。氮气作为飞行中熔融颗粒的载体和保护气体。通过改变隔离距离、氮气压力和衬底温度来沉积涂层。涂层的微观结构为一层多孔枝晶层和一层高密度枝晶层。通过不同的表征方法证实了TiN、TiO2、α-Ti和β-Ti相的存在。例如,x射线光电子能谱测量证实了N-Ti, O-Ti和N-O键的存在,氧/氮/钛的百分比与非化学计量(Ti, Al, V)NxOy相的形成有关。最后,选择的Ti-6Al-4V氧氮化涂层在与铝液接触时的反应速率较低,而未涂层的钢基体的反应层较粗。
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引用次数: 0
Numerical Study of Powder Particle Flight Behavior during Gas Detonation Spraying Process 气体爆破喷涂过程中粉末颗粒飞行行为的数值研究
IF 3.2 3区 材料科学 Q2 MATERIALS SCIENCE, COATINGS & FILMS Pub Date : 2024-11-18 DOI: 10.1007/s11666-024-01858-5
Zhiwu Wang, Hao Long, Jingtao Xiao, Minqiang Li, Yimin Zhan, Weifeng Qing

In the process of detonation spraying, the deposition state and the distribution of powder particles determine the performance of the coatings. High-performance coatings require powder particles to be sprayed onto the substrate at high velocity, in a molten state, and in a concentrated distribution. The effects of particle diameter, right loading distance(L), and stand-off distance(S) on the flight velocity, temperature, and distribution of alumina particles during the spraying process were studied in this paper, which was achieved through two-way coupling between the particle and fluid phases. The simulation results indicated that differences among the diameters of the various powder particles led to velocity and temperature stratification within particle stream during the spraying process. As the right loading distance increased, the deposition velocity and temperature of particles increased; while, the powder particles were more concentrated. And as the stand-off distance increased, the deposition velocity of powder particles increased; however, it might make the temperature of particles fell below melting point and the divergence of the stream of powder particles increased.

在爆轰喷涂过程中,粉末颗粒的沉积状态和分布决定了涂层的性能。高性能涂料要求粉末颗粒以高速、熔融状态和集中分布的方式喷射到基材上。本文通过颗粒与流体相的双向耦合,研究了颗粒直径、正确加载距离(L)和分离距离(S)对喷涂过程中氧化铝颗粒的飞行速度、温度和分布的影响。仿真结果表明,在喷射过程中,不同粉末颗粒直径的差异导致颗粒流内的速度和温度分层。随着正确加载距离的增大,颗粒的沉积速度和温度均增大;而粉末颗粒浓度更高。随着距离的增加,粉末颗粒的沉积速度增大;然而,它可能使颗粒的温度下降到熔点以下,粉末颗粒流的散度增加。
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引用次数: 0
Cold Spray Additive Manufacturing of Ti6Al4V: Deposition Optimization Ti6Al4V的冷喷涂增材制造:沉积优化
IF 3.2 3区 材料科学 Q2 MATERIALS SCIENCE, COATINGS & FILMS Pub Date : 2024-11-18 DOI: 10.1007/s11666-024-01855-8
Jan Kondas, Mario Guagliano, Sara Bagherifard, Reeti Singh, Jan Cizek, Pavel Konopik, Radek Prochazka, Martin Kachlik

CSAM deposition of Ti6Al4V is a challenging task, and high-quality deposits conforming to the AM application standards have not been developed so far. In our study, two distinct feedstock Ti6Al4V powders with different morphology and microstructure were used, and their influence on the key CSAM deposition parameters was investigated. The deposits were analyzed in terms of microstructure (including porosity), electrical conductivity, as well as tensile properties before and after heat treatment. The process gas temperature was found as the most influencing parameter, and the spherical plasma atomized powder resulted in a higher deposit density and electrical conductivity than the crystalline powder at 1100 °C and 50 bars. Using the optimal deposition parameters and heat treatment, unprecedented tensile properties for CSAM Ti6Al6V deposits were achieved, exhibiting 887 MPa yield strength and 929 MPa ultimate tensile strength, values that satisfy the ASTM B381 requirements for Ti6Al4V forgings, and a substantial 4.74% elongation.

CSAM沉积Ti6Al4V是一项具有挑战性的任务,到目前为止还没有开发出符合AM应用标准的高质量沉积层。在我们的研究中,使用了两种不同的原料Ti6Al4V粉末,具有不同的形貌和微观结构,并研究了它们对CSAM沉积关键参数的影响。分析了热处理前后镀层的显微组织(包括孔隙率)、电导率和拉伸性能。在1100℃、50 bar条件下,球形等离子雾化粉末的沉积密度和电导率均高于结晶粉末。采用最佳的沉积参数和热处理工艺,CSAM Ti6Al6V沉积层获得了前所未有的抗拉性能,其屈服强度为887 MPa,极限抗拉强度为929 MPa,满足ASTM B381对Ti6Al4V锻件的要求,伸长率高达4.74%。
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引用次数: 0
Monitoring the Cold Spray Process: Real-Time Particle Velocity Monitoring Through Airborne Acoustic Emission Analysis 监测冷喷过程:通过机载声发射分析实时监测粒子速度
IF 3.2 3区 材料科学 Q2 MATERIALS SCIENCE, COATINGS & FILMS Pub Date : 2024-11-14 DOI: 10.1007/s11666-024-01878-1
Stratos Koufis, Nathan Eskue, Dimitrios Zarouchas, John-Alan Pascoe

Continuous monitoring of spray velocity during the cold spray process would be desirable to support quality control, as spray velocity is the key process parameter determining the deposit quality. This study explores the feasibility of utilising Airborne Acoustic Emission (AAE) for real-time monitoring of spray velocity. Six spray tests were conducted, varying pressure and temperature to achieve different velocities. Optical means were used to measure velocity; while, the signal from the AAE was captured during deposition via a microphone. Features demonstrating a strong correlation with velocity were extracted from the acoustic signals. Both rule-based and machine learning models were employed to identify the moments where the nozzle was engaged with the substrate and diagnose the velocity. The results indicate that monitoring the spray velocity of the cold spray process using AAE is feasible.

在冷喷涂过程中,连续监测喷涂速度是支持质量控制的必要条件,因为喷涂速度是决定镀层质量的关键工艺参数。本研究探讨了利用机载声发射(AAE)进行喷雾速度实时监测的可行性。在不同的压力和温度下进行了六次喷雾试验,以获得不同的速度。采用光学手段测量速度;同时,在沉积过程中通过麦克风捕获来自AAE的信号。从声信号中提取出与速度相关性强的特征。使用基于规则和机器学习模型来识别喷嘴与基板接触的时刻并诊断速度。结果表明,利用AAE技术监测冷喷涂过程的喷射速度是可行的。
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引用次数: 0
Numerical Stress Analysis of TBCs at Film Cooling Hole's Edge based on TBC-Film Cooling System 基于tbc -膜冷却系统的膜冷孔边缘tbc数值应力分析
IF 3.2 3区 材料科学 Q2 MATERIALS SCIENCE, COATINGS & FILMS Pub Date : 2024-11-14 DOI: 10.1007/s11666-024-01863-8
Da Qiao, Wu Zeng

It is of great significance to better clarify the failure mechanism of thermal barrier coatings (TBCs) with film cooling hole edges to prolong the TBCs’ service life. In this paper, a numerical study of the film cooling model of flat plate with TBCs is carried out. The temperature field distribution of the TBCs is obtained by conjugate heat transfer, and the stresses of the TBCs at the edge of the film cooling hole are analyzed under real operating conditions, taking into account the TGO growth, plasticity, and creep properties of the material. The results show that due to the lower temperature of the film cooling hole edge, the TGO growth is slowed down, and the free-edge effect brought by the film cooling hole will play a large influence on the coating stress. The TBCs will have a large interfacial stress at the room temperature stage, and it will be more prone to flaking failure. The substrate, on the other hand, bears a larger stress in the high temperature stage.

研究具有膜状冷却孔边缘的热障涂层失效机理,对延长热障涂层的使用寿命具有重要意义。本文对带tbc的平板气膜冷却模型进行了数值研究。通过共轭换热得到了tbc的温度场分布,并考虑了材料的TGO生长、塑性和蠕变性能,分析了实际工况下tbc在膜冷却孔边缘的应力。结果表明,由于膜冷却孔边缘温度较低,TGO生长缓慢,膜冷却孔带来的自由边缘效应对涂层应力影响较大。在室温阶段,tbc具有较大的界面应力,更容易发生剥落破坏。另一方面,衬底在高温阶段承受较大的应力。
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引用次数: 0
Plasma-Sprayed La0.2Sr0.8MnO3-La0.3Sr0.7TiO3 Bilayer Coatings Along with the Interface Healing Processing Applied as the High Dense Interconnector for Tubular Solid Oxide Fuel Cells 等离子体喷涂的 La0.2Sr0.8MnO3-La0.3Sr0.7TiO3 双层涂层和界面愈合处理作为管式固体氧化物燃料电池的高密度互联器的应用
IF 3.2 3区 材料科学 Q2 MATERIALS SCIENCE, COATINGS & FILMS Pub Date : 2024-11-13 DOI: 10.1007/s11666-024-01859-4
Juan Xie, Xin Zhang, Cheng-Xin Li, Shan-Lin Zhang

Plasma spraying, an important coating and film preparation technology, provides a crucial method for depositing ceramic-based interconnects on tubular solid oxide fuel cells. However, traditional plasma-sprayed ceramic coatings exhibit typical lamellar porous structures with numerous unbound interfaces and gas-permeable channels, which makes it difficult to meet the microstructural requirements to prevent the leakage of fuel gas and oxidizing gas. This leads to the lower conductivity of the coating compared to the sintered bulk, and results in increased ohmic resistance and reduced output performance. To improve the interface bonding and conductivity of plasma-sprayed La0.2Sr0.8MnO3-La0.3Sr0.7TiO3 (LSM-LST) bilayer interconnects for tubular cells, a Co3O4 healing additive was added to the gap interfaces within the LST and LSM coatings. Results showed that metallurgical healing occurred at unbound interfaces and microcracks due to the liquid-phase sintering mechanism, and a bulk-like dense microstructure was obtained at a lower temperature (1200 °C) compared to the dense sintering temperature of the bulk. Moreover, the gas leakage rates of the stable coatings after interface healing were > 1 order of magnitude lower than that of the as-sprayed coatings. Additionally, their electrical conductivity was more than twice that of the as-sprayed coatings, which meets the microstructural and performance requirements of tubular cell interconnects.

等离子喷涂是一种重要的涂层和薄膜制备技术,为在管状固体氧化物燃料电池上沉积陶瓷基互连层提供了重要的方法。然而,传统的等离子喷涂陶瓷涂层具有典型的层状多孔结构,具有大量的非结合界面和气体渗透通道,难以满足防止燃料气体和氧化气体泄漏的微观结构要求。与烧结体相比,这导致涂层的导电性较低,并导致欧姆电阻增加和输出性能降低。为了提高等离子喷涂La0.2Sr0.8MnO3-La0.3Sr0.7TiO3 (LSM-LST)双层管状细胞互连的界面结合和导电性,在LST和LSM涂层的间隙界面中添加了Co3O4愈合添加剂。结果表明:液相烧结机制使未结合界面和微裂纹发生了冶金愈合,在较低温度(1200℃)下获得了类似体块的致密组织;界面愈合后稳定涂层的气体泄漏率比未喷涂涂层低1个数量级。此外,它们的导电性是喷涂涂层的两倍多,满足管状电池互连的微观结构和性能要求。
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引用次数: 0
Properties of Al0.5CoCrFeNi2Ti High-Entropy Alloy System: From Gas-Atomized Powders to Atmospheric Plasma-Sprayed Coatings Al0.5CoCrFeNi2Ti 高熵合金体系的性能:从气体雾化粉末到大气等离子喷涂涂层
IF 3.2 3区 材料科学 Q2 MATERIALS SCIENCE, COATINGS & FILMS Pub Date : 2024-11-13 DOI: 10.1007/s11666-024-01877-2
Tzu-Tang Lin, Shih-Hsun Chen, Chun Chiu

The performance of the Al0.5CoCrFeNi2Ti HEA atmospheric plasma-sprayed coating was extended from characterizing the properties of its powder prepared via the gas atomization method. It was observed that the gas-atomized HEA powders possessed a solid solution BCC phase, while a major phase transformation to a FCC-L21 intermetallic phase occurred during the annealing process. The formation of the intermetallic phase resulted in an increase in average hardness from 6.28 to 7.64 GPa after annealing at 900 °C for 1 h. Afterward, HEA powders were applied in the atmospheric plasma spray technology. The phase constitution of Al0.5CoCrFeNi2Ti HEA coatings was investigated by varying powder size and applied current. It was observed that the smaller powder sizes prone to oxidation, whereas higher applied current facilitated the phase transformation from BCC to FCC phase. The nanoindentation test indicated distinct average microhardness values for the interlamellar oxide region, BCC unmelted particle and FCC phase lamellar region, which was measured at 12.35, 8.68 and 5.97 GPa, respectively. As a result, the adjustability of coating hardness was achieved by manipulating the relative phase ratio.

从表征气体雾化法制备的Al0.5CoCrFeNi2Ti HEA大气等离子喷涂涂层的性能入手,进一步扩展了该涂层的性能。结果表明,气雾化HEA粉末具有固溶体BCC相,而在退火过程中主要相变为FCC-L21金属间相。在900℃退火1 h后,金属间相的形成使HEA粉末的平均硬度从6.28 GPa提高到7.64 GPa。然后将HEA粉末应用于大气等离子喷涂技术。采用不同粉末尺寸和施加电流对Al0.5CoCrFeNi2Ti HEA涂层的相组成进行了研究。结果表明,粉末粒径越小,越容易发生氧化,而施加电流越大,则有利于从BCC相转变为FCC相。纳米压痕测试表明,氧化层间区、BCC未熔颗粒区和FCC相层间区平均显微硬度分别为12.35、8.68和5.97 GPa。通过控制相对相比,实现了镀层硬度的可调性。
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引用次数: 0
Effect of Main Arc Current on Microstructure and Cavitation Resistance of NiCrBSi-WC Alloy Coating Prepared by Plasma Transfer Arc Welding 主电弧电流对等离子传输弧焊制备的 NiCrBSi-WC 合金涂层微观结构和抗气蚀性的影响
IF 3.2 3区 材料科学 Q2 MATERIALS SCIENCE, COATINGS & FILMS Pub Date : 2024-11-13 DOI: 10.1007/s11666-024-01872-7
G. X. Zhou, T. Zhao, M. S. Wang, C. L. Wu, S. Zhang, C. H. Zhang, H. T. Chen, J. Chen

The effect of main arc current on the microstructure, electrochemical properties, and cavitation erosion resistance of NiCrBSi-WC alloy coating by plasma transfer arc welding was studied. The results show that the coating is composed of γ-Ni, WC, W2C, Cr7C3, CrB, and FeNi3 phases. With the decrease in main arc current, the microstructure is gradually refined, and the grain size and Schmidt factor are reduced, which are 12.62 ± 2.6 μm and 0.42, respectively. At the same time, the coating has a strong γ-Ni texture in (111) orientation. The refinement of the coating microstructure and the existence of surface passivation film slow down the electrochemical corrosion in boric acid solution and effectively improve the corrosion resistance of the coating. The increase in microhardness is due to the second phase strengthening mechanism of WC and Cr7C3, and the maximum value can reach 663.5 ± 6.2 HV. The damage and repair process of the passive film of the coating was studied by the synergistic method of cavitation erosion. With the increase in the main arc current, the average corrosion depth rate (MDER) of the coating can be reduced to 1.02 ± 0.03 μm/h, which is due to the improvement of the independent repair ability of the passive film, and the microhardness test results are inversely related to MDER. According to the above analysis results, the synergistic mechanism of cavitation corrosion of NiCrBSi-WC alloy coating is put forward. NiCrBSi-WC alloy coating prepared by plasma transfer arc welding technology in this study has great application prospects in the nuclear industry.

研究了主电弧电流对等离子转移弧焊NiCrBSi-WC合金镀层组织、电化学性能和抗空泡侵蚀性能的影响。结果表明,该涂层由γ-Ni、WC、W2C、Cr7C3、CrB和FeNi3相组成。随着主弧电流的减小,组织逐渐细化,晶粒尺寸减小,施密特系数减小,分别为12.62±2.6 μm和0.42 μm。同时,涂层具有较强的(111)取向γ-Ni织构。涂层组织的细化和表面钝化膜的存在减缓了硼酸溶液中的电化学腐蚀,有效地提高了涂层的耐蚀性。显微硬度的提高主要是由于WC和Cr7C3的第二相强化机制,最大值可达663.5±6.2 HV。采用气蚀协同法研究了涂层钝化膜的损伤与修复过程。随着主弧电流的增大,镀层的平均腐蚀深度速率(MDER)可降至1.02±0.03 μm/h,这是由于钝化膜的独立修复能力提高所致,显微硬度测试结果与MDER呈负相关。根据上述分析结果,提出了NiCrBSi-WC合金镀层空化腐蚀的协同机理。本研究采用等离子转移弧焊技术制备的NiCrBSi-WC合金涂层在核工业中具有很大的应用前景。
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引用次数: 0
Optimization Design and Performance Verification of the CeYSZ/Al2O3 Double Ceramic Layer Thermal Barrier Coatings Structure Parameters CeYSZ/Al2O3 双层陶瓷隔热涂层结构参数的优化设计与性能验证
IF 3.2 3区 材料科学 Q2 MATERIALS SCIENCE, COATINGS & FILMS Pub Date : 2024-11-13 DOI: 10.1007/s11666-024-01868-3
Yuecen Zhao, Yongjin Wu, Tianlang Tao, Li Li, Quansheng Wang, Guifu Ding, Congchun Zhang

Double ceramic layer thermal barrier coatings (DLC-TBCs) are favored for combining the benefits of top and bottom ceramic materials. The thickness ratio of the top and bottom ceramic layers significantly impacts the performance of the DLC-TBCs. In the design process, it is generally desired to balance its thermal insulation properties with a long service life. Therefore, this study establishes a multi-objective parameter optimization design method based on NSGA-II to optimize the thickness of the CeYSZ/Al2O3 DCL-TBCs. Experimental verification of the coating performance was conducted based on the optimization results. Firstly, based on theoretical and numerical models, a quantitative analysis was conducted on the effects of the thickness of each material in the CeYSZ/Al2O3 DCL-TBCs system on thermal insulation and thermal stress. Space parameters were obtained using optimal Latin hypercube sampling, and a radial basis function (RBF) neural network surrogate model was constructed based on the numerical calculation results. Sensitivity analysis was employed to evaluate the impact of the total thickness of the TBCs and the thickness of the Al2O3 ceramic layer on the objective function. Finally, NSGA-II was utilized for optimization. The obtained Pareto optimal solution set was validated, showing that the performance of the CeYSZ 190 μm/Al2O3 120 μm DLC-TBCs satisfied the requirements. Therefore, TBCs of different thicknesses were sprayed and subjected to thermal insulation and thermal shock experiments. The results demonstrated that the optimized TBCs significantly improved service life without compromising thermal insulation, providing a new approach for the subsequent design of DLC-TBCs structures.

双陶瓷层热障涂层(dlc - tbc)由于结合了顶部和底部陶瓷材料的优点而受到青睐。上下陶瓷层的厚度比对dlc - tbc的性能有显著影响。在设计过程中,一般希望平衡其保温性能和较长的使用寿命。因此,本研究建立了基于NSGA-II的多目标参数优化设计方法,对CeYSZ/Al2O3 dcl - tbc的厚度进行优化。根据优化结果对涂层性能进行了实验验证。首先,基于理论模型和数值模型,定量分析了CeYSZ/Al2O3 dcl - tbc体系中各材料厚度对保温性能和热应力的影响。采用最优拉丁超立方体采样方法获得空间参数,并基于数值计算结果构建径向基函数(RBF)神经网络代理模型。采用灵敏度分析方法评价了tbc总厚度和Al2O3陶瓷层厚度对目标函数的影响。最后利用NSGA-II进行优化。验证了所得到的Pareto最优解集,表明CeYSZ 190 μm/Al2O3 120 μm dlc - tbc的性能满足要求。因此,喷涂不同厚度的tbc,进行隔热和热冲击实验。结果表明,优化后的tbc在不影响保温性能的情况下显著提高了tbc的使用寿命,为dlc - tbc结构的后续设计提供了新的思路。
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引用次数: 0
期刊
Journal of Thermal Spray Technology
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