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Achieving strength-ductility synergy of spark plasma sintered (CoCrNi)94Al3Ti3 medium-entropy alloy via post-sintering in-situ precipitation treatment 通过烧结后原位沉淀处理实现火花等离子烧结 (CoCrNi)94Al3Ti3 中熵合金的强度-韧性协同效应
IF 6.2 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-09-12 DOI: 10.1016/j.jmrt.2024.09.090
Shifeng Luo , Nan Wang , Yan Wang , Xiang Li , Xiaogang Fang , Hongwei Zhou , Jieming Chen , Xinyu Yang , Jiuxing Zhang

The single-phase face-centered cubic medium-entropy alloys (MEAs) normally have coarse grains in as-cast state, which exhibit insufficient strength for engineering applications. Here, a superior tensile strength-ductility synergy in a fine grained (CoCrNi)94Al3Ti3 MEA hardened by nanoscale L12 precipitates was fabricated by spark plasma sintering (SPS) and post-sintering in-situ precipitation treatment. The SPSed MEAs have a fine grain size of ⁓ 5 μm, and a high number density of L12 precipitates form after in-situ annealing within the SPS machine. A high tensile yield strength of 1141 MPa with an adequate elongation to fracture of 25.8% was achieved in (CoCrNi)94Al3Ti3 MEA after annealing at 700 °C for 4 h. Electron backscattered diffraction and transmission electron microscopy characterizations indicate that the superior mechanical properties mainly originate from fine grains and the coherent spherical L12 precipitates. The dislocation slips and stacking faults prevail in all SPSed MEAs during tensile deformation, while extra Lomer-Cottrell locks are observed in annealed MEAs. The deformation twinning is absent in these precipitation-hardened MEAs with a low stacking fault energy, which may be attributed to the fine grains and numerous nanoscale L12 precipitates. This study not only confirms the effectiveness of powder metallurgy when sintering and precipitation are combined in-situ during the SPS cycle, but also provide guidance for the microstructure regulation process and practical applications of SPSed HEAs/MEAs.

单相面心立方中熵合金(MEA)在铸造状态下通常晶粒较粗,在工程应用中强度不足。在这里,通过火花等离子烧结(SPS)和烧结后原位沉淀处理,制造出了由纳米级 L12 沉淀硬化的细晶粒 (CoCrNi)94Al3Ti3 MEA,并在其中实现了卓越的拉伸强度和电导率协同作用。经 SPS 处理的 MEA 晶粒大小为 ⁓ 5 μm,在 SPS 设备内原位退火后形成了高密度的 L12 沉淀。电子反向散射衍射和透射电子显微镜表征表明,优异的机械性能主要源于细晶粒和相干球形 L12 沉淀。所有 SPSed MEA 在拉伸变形过程中都普遍存在位错滑移和堆积断层,而在退火的 MEA 中则观察到额外的 Lomer-Cottrell 锁。这些堆叠断层能量较低的沉淀硬化 MEA 中不存在变形孪晶,这可能是由于晶粒较细和存在大量纳米级 L12 沉淀所致。这项研究不仅证实了粉末冶金在 SPS 循环中烧结与沉淀原位结合的有效性,还为 SPSed HEAs/MEEA 的微观结构调节过程和实际应用提供了指导。
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引用次数: 0
Selective laser melting of 2507 duplex stainless steel: Effect of energy density on microstructure and corrosion resistance 2507 双相不锈钢的选择性激光熔化:能量密度对微观结构和耐腐蚀性的影响
IF 6.2 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-09-12 DOI: 10.1016/j.jmrt.2024.09.078
Aofei Wang , Yan Yin , Chao Lu , Qian Zheng , Haofeng He , Liangjun Lin , Wenqing Shi , Ruihua Zhang , Di Tie

Duplex stainless steel (DSS) is widely used in the marine, petroleum, chemical, automotive, and other fields owing to its excellent mechanical properties and corrosion resistance. However, the research on duplex stainless steel prepared by additive manufacturing is still limited. In this paper, high-density 2507 DSS was successfully prepared by selective laser melting (SLM) additive manufacturing. The effects of energy density on the formability, phase composition, microstructure and corrosion properties of SLM 2507 DSS were investigated. The results showed that with the decrease of the energy density, the density of the specimen increases first and then decreases, and the density achieves 99.18% with the energy density of 190.5 J/mm3. The types of phases are not affected by the energy density, i.e., all 2507 DSS samples prepared by SLM showed a ferrite phase. The YOZ (parallel to the building direction) plane of the SLM 2507 DSS samples showed predominantly columnar grains attributed to the high temperature gradient and epitaxial growth characteristics. With the increase of energy density, the average grain size decreases slightly from 16.97 μm to 15.78 μm, the KAM value decreases slightly from 1.15 to 1.05, and the low angle grain boundaries (LAGBs) increase significantly from 68.4% to 74.8%. The SLM 2507 DSS sample exhibited excellent corrosion resistance. The self-corrosion potential of the sample is 136 mV and the self-corrosion current density is 2.066 × 10−8 A/cm2 at the maximum density. This investigation provides a new approach for the preparation of super duplex stainless steel, which can provide a theoretical basis and guidance for industrialized application.

双相不锈钢(DSS)因其优异的机械性能和耐腐蚀性能,被广泛应用于船舶、石油、化工、汽车等领域。然而,通过快速成型技术制备双相不锈钢的研究还很有限。本文采用选择性激光熔化(SLM)增材制造技术成功制备了高密度 2507 DSS。研究了能量密度对 SLM 2507 DSS 的成型性、相组成、微观结构和腐蚀性能的影响。结果表明,随着能量密度的降低,试样的密度先增大后减小,当能量密度为 190.5 J/mm3 时,密度达到 99.18%。相的类型不受能量密度的影响,即所有用 SLM 制备的 2507 DSS 样品都显示出铁素体相。SLM 2507 DSS 样品的 YOZ(平行于构建方向)平面主要呈现柱状晶粒,这归因于高温梯度和外延生长特性。随着能量密度的增加,平均晶粒尺寸从 16.97 μm 微降至 15.78 μm,KAM 值从 1.15 微降至 1.05,低角度晶界 (LAGB) 从 68.4% 显著增加至 74.8%。SLM 2507 DSS 样品表现出优异的耐腐蚀性。样品的自腐蚀电位为 136 mV,最大密度下的自腐蚀电流密度为 2.066 × 10-8 A/cm2。这项研究为超级双相不锈钢的制备提供了一种新方法,可为工业化应用提供理论依据和指导。
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引用次数: 0
Evolution process of T1 precipitate in Al–Cu–Li–TiC/TiB2 alloy during aging treatment 时效处理过程中 Al-Cu-Li-TiC/TiB2 合金中 T1 沉淀的演变过程
IF 6.2 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-09-12 DOI: 10.1016/j.jmrt.2024.09.046
Jiadong Li , Haiyao Wang , Yong Li , Hongqun Tang , Guangming Xu , Tongjin Zhang , Yilei Wang , Xiaoming Qian , Chen He

In this study, particle-reinforced aluminium matrix composites (PRAMCs) of an Al–Cu–Li alloy were prepared using nano-sized TiB₂+TiC particles. The relationship between TiB₂+TiC nanoparticles and T1 precipitates during the ageing process, as well as the influence of TiC + TiB₂ particles on the growth process of T1 precipitates during the ageing process, were investigated. The grain sizes of the A0 and A1 samples were found to be 249.89 μm and 86.42 μm, respectively. The dislocation density is greater in the deformed A1 sample. The coefficient of thermal expansion (CTE) effect generated by TiC and TiB₂ particles stimulates the precipitation process of T1 precipitates. The A1 alloy reached the peak ageing state in a shorter time and yielded a greater number of T1 precipitates. The precipitation process of T1 precipitate is: SSSS→T1P→T1. The transition from T1P (face-centered cubic, FCC) to T1 (hexagonal close packing, HCP) entails a modification in the order of packing. The recently formed T1P precipitate is attached to the established T1 precipitate and extends along the c-axis through the shared copper-rich layer that has formed on both sides of the mature T1 precipitate. The mechanical properties of sample A1 are optimal at T = 22h, with a yield strength, tensile strength, and elongation of 520 MPa, 553 MPa, and 8.2%, respectively. In comparison to the A0 sample, the yield strength and tensile strength exhibited an increase of 5.05% and 5.13%, respectively.

本研究使用纳米尺寸的 TiB₂+TiC 颗粒制备了铝-铜-锂合金的颗粒增强铝基复合材料(PRAMC)。研究了 TiB₂+TiC 纳米颗粒与老化过程中 T1 沉淀物之间的关系,以及 TiC + TiB₂ 颗粒对老化过程中 T1 沉淀物生长过程的影响。结果发现,A0 和 A1 样品的晶粒大小分别为 249.89 μm 和 86.42 μm。变形 A1 样品的位错密度更大。TiC 和 TiB₂ 颗粒产生的热膨胀系数(CTE)效应刺激了 T1 沉淀的析出过程。A1 合金在更短的时间内达到峰值时效状态,并产生更多的 T1 沉淀。T1 沉淀的析出过程为SSSS→T1P→T1。从 T1P(面心立方,FCC)到 T1(六方紧密堆积,HCP)的转变需要改变堆积顺序。新形成的 T1P 沉淀附着在已形成的 T1 沉淀上,并通过在成熟的 T1 沉淀两侧形成的共享富铜层沿 c 轴延伸。样品 A1 的机械性能在 T = 22h 时达到最佳,屈服强度、抗拉强度和伸长率分别为 520 兆帕、553 兆帕和 8.2%。与 A0 样品相比,屈服强度和抗拉强度分别提高了 5.05% 和 5.13%。
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引用次数: 0
Experimental investigation on effect of cooling rate on carbide precipitation during solidification of high manganese steel 高锰钢凝固过程中冷却速度对碳化物析出影响的实验研究
IF 6.2 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-09-12 DOI: 10.1016/j.jmrt.2024.09.047
Jiaru Han , Sen Luo , Ning Liu , Kui Chen , Shizheng Xie , Weiling Wang , Miaoyong Zhu

In order to elucidate the effect of cooling rate on the carbide formation during the solidification process of high manganese steel Mn13, the solidification process is artificially divided into two stages, namely the liquid-solid phase transition stage and solid-state cooling stage. The final Mn13 samples with different cooling rates are used to the analysis of solidification structure and carbides by high-temperature confocal microscopy (HTCLSM), optical microscopy (OM), electron backscatter diffraction (EBSD), and scanning electron microscopy (SEM). The result shows that the change of cooling rate at the liquid-solid phase transition stage has a great influence on the solidification structure and carbide precipitation. At this stage, with the increase of cooling rate from 0.2 °C/s to 5.0 °C/s, the dendrite structure is obviously refined, and the secondary dendrite arm spacing and cooling rate are satisfied with the relationship: λΠ=54.14×v0.33. Also, the average grain size in the Mn13 sample decreases from 549 μm to 346 μm, and the aspect ratio of gains in the Mn13 sample increases from 1.7 to 2.0. Moreover, the distribution of carbide in the interdendritic regions and grain boundaries increases, and the morphology of carbide at the grain boundary change from block to dendrite. But it seems that the change of cooling rate from 1 °C/s to 5.0 °C/s at the solid-state cooling stage has a slight effect on the secondary dendrite arm spacing, the average size and aspect ratio of the grain structure and the amount and morphology of carbide precipitation at the grain boundary.

为了阐明冷却速率对高锰钢Mn13凝固过程中碳化物形成的影响,人为地将凝固过程分为两个阶段,即液固相变阶段和固态冷却阶段。采用高温共聚焦显微镜(HTCLSM)、光学显微镜(OM)、电子反向散射衍射(EBSD)和扫描电子显微镜(SEM)对不同冷却速率的最终 Mn13 样品进行凝固结构和碳化物分析。结果表明,液固相变阶段冷却速率的变化对凝固结构和碳化物析出有很大影响。在此阶段,随着冷却速率从 0.2 °C/s 增加到 5.0 °C/s,枝晶结构明显细化,次枝晶臂间距与冷却速率的关系满足:λΠ=54.14×v-0.33。此外,Mn13 样品的平均晶粒尺寸从 549 μm 减小到 346 μm,Mn13 样品的增益长宽比从 1.7 增加到 2.0。此外,枝晶间区域和晶界的碳化物分布增加,晶界碳化物的形态从块状变为枝晶状。但在固态冷却阶段,冷却速率从 1 °C/s 变为 5.0 °C/s,似乎对二次枝晶臂间距、晶粒结构的平均尺寸和长宽比以及晶界处碳化物析出的数量和形态有轻微影响。
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引用次数: 0
The effect of γ′ and δ phases evolution on the mechanical properties of high-entropy CoCu0.5FeNiTa0.1 alloy during heat treatment 热处理过程中γ′和δ相演化对高熵 CoCu0.5FeNiTa0.1 合金力学性能的影响
IF 6.2 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-09-12 DOI: 10.1016/j.jmrt.2024.09.092
Zhengyuan Yuan, Min Zhang, Zhunli Tan, Wenbo Yu

To simultaneously improve the mechanical strength and plasticity of the CoCu0.5FeNiTa0.1 high entropy alloy, we adopted the heat treatment and investigated the evolution of different phases containing γ′, δ and γ phases. Two different γ′ phases, the Cu-rich phase and the Ta-rich phase, were detected in the as-cast alloy. During heat treatment, Cu outwards diffused from γ′(Cu-rich) into γ matrix, γ′(Ta-rich) phase and δ phase. The accumulation of Cu and Ta into the δ phase strongly promoted its growth. One significant increase was measured in the compressive yield strength from 1040 MPa to 1370 MPa, ultimate compressive strength from 2020 MPa to 2735 MPa, compressive strain from 34% to 50.2% and hardness from 3.854 GPa to 4.315 GPa. The substantial enhancement in ductility mainly resulted from the distance increase among γ′ particles in γ matrix, the reduction of lattice distortion and the decrease in aspect ratio of δ phases. The yield strengthening mechanisms were mainly from solid strengthening and Orowan strengthening.

为了同时提高 CoCu0.5FeNiTa0.1 高熵合金的机械强度和塑性,我们采用了热处理方法,并研究了含有 γ′、δ 和 γ 相的不同相的演变。在铸造合金中检测到两种不同的 γ′ 相,即富 Cu 相和富 Ta 相。在热处理过程中,Cu 从 γ′(富 Cu)向外扩散到 γ 基体、γ′(富 Ta)相和 δ 相。Cu 和 Ta 在 δ 相中的积累极大地促进了其生长。抗压屈服强度从 1040 兆帕增加到 1370 兆帕,极限抗压强度从 2020 兆帕增加到 2735 兆帕,抗压应变从 34% 增加到 50.2%,硬度从 3.854 GPa 增加到 4.315 GPa。延展性的大幅提高主要源于γ基体中γ′颗粒间距的增加、晶格畸变的减小以及δ相长宽比的减小。屈服强化机理主要来自固体强化和奥罗旺强化。
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引用次数: 0
Effect of continuous and random multi-particle impaction on the aluminum coating and copper substrate in cold spraying 冷喷涂中连续和随机多颗粒撞击对铝涂层和铜基底的影响
IF 6.2 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-09-12 DOI: 10.1016/j.jmrt.2024.09.056
Xiawei Yang , Haiyu Xu , Yu Su , Tingxi Meng , Xiaoxia Chai , Zhenguo Guo , Tiejun Ma , Shuo Yin , Wenya Li

In this study, the process of multi-particle cold spraying has been numerically simulated and compared with the actual cold spraying results. The results show that in the continuous multi-particle models, the maximum depths of compressive residual stress reached 4.90 μm, 3.99 μm, 4.78 μm, and 5.19 μm for each increment in particle number. The penetration depth of residual stress increases then decreases, due to two opposite factors effects on the penetration depth of residual stress. the maximum compressive residual stresses on the substrate are 438.14 MPa, 293.57 MPa, 286.19 MPa, and 279.30 MPa respectively, declining as the number of impacting particles grows. With the subsequent deposition of particles, the further deformation of the substrate causes the stress on the side to gradually homogenize, and the peak value decreases. Surface stress of the workpiece alleviates after multiple Al particles impact Cu substrate. In all random multi-particle models of different gas pressure, the residual stress begins to disappear at about 100 μm from the surface, and basically disappear at about 300 μm. As the collision speed of particles increases, the substrate deformation increases, but the growth rate of deformation decreases. The influence of coating thickness on the substrate deformation gradually decreases with the increase of coating thickness.

本研究对多颗粒冷喷过程进行了数值模拟,并与实际冷喷结果进行了比较。结果表明,在连续多颗粒模型中,颗粒数每增加一个,压缩残余应力的最大深度分别达到 4.90 μm、3.99 μm、4.78 μm 和 5.19 μm。残余应力的渗透深度先增大后减小,这是由于两个相反的因素对残余应力的渗透深度产生了影响。基体上的最大压缩残余应力分别为 438.14 兆帕、293.57 兆帕、286.19 兆帕和 279.30 兆帕,随着撞击颗粒数量的增加而减小。随着颗粒的后续沉积,基体的进一步变形导致侧面应力逐渐均匀化,峰值也随之降低。多个 Al 粒子撞击 Cu 基体后,工件表面应力减小。在所有不同气体压力的随机多粒子模型中,残余应力在距离表面约 100 μm 处开始消失,在约 300 μm 处基本消失。随着颗粒碰撞速度的增加,基底变形增大,但变形增长率降低。涂层厚度对基底变形的影响随着涂层厚度的增加而逐渐减小。
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引用次数: 0
Mechanism of oxygen content on impact toughness of α + β powder metallurgy titanium alloy 氧含量对 α + β 粉末冶金钛合金冲击韧性的影响机理
IF 6.2 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-09-12 DOI: 10.1016/j.jmrt.2024.09.077
Shuai Gao, Kejia Pan, Dongxu Chen, Bao Wang, Shixing Wu, Xuan Luo, Minghan Sun, Chao Zhao, Ning Li

Understanding the mechanism of oxygen on toughness of titanium alloys is crucial for popularizing powder metallurgy. In this work, the effect of oxygen content (1500, 3000 and 5000 ppm) on the impact toughness of powder metallurgically modified titanium alloys with fine equiaxed microstructures (∼1.5 μm) was systematically investigated. With increasing oxygen content, the c/a value of the α-phase lattice parameter increases to a maximum of 1.593 Å, and the hardness increases from 4.03 GPa to 5.05 GPa, resulting in an increase in strength of ∼150 MPa and a considerable decrease in the ability of the two phases to coordinate. The crack initiation energy is similar for different oxygen contents, whereas the crack propagation energy increases considerably with decreasing oxygen content; the impact energy of stable crack extension increases from 4 J to 13 J and 35 J, and the impact energy of unstable crack extension and crack collapse stages increases from zero to 14 J and 25 J, respectively, indicating that decreasing oxygen content can substantially improve the crack extension resistance. The activation of numerous dislocations within the two phases and the formation of subgranular boundaries at low oxygen contents promote the release of internal stresses in the grains, and simultaneously, the interfacial resistance to dislocation migration and the concentration of interfacial stresses are also reduced, which improves the coordination of the two-phase plastic deformation of the equiaxed microstructures; the crack extension paths in the impact process become more tortuous and finally achieve impact energies as high as 85–100 J.

了解氧对钛合金韧性的影响机理对于推广粉末冶金技术至关重要。本研究系统研究了氧含量(1500、3000 和 5000 ppm)对粉末冶金改性钛合金冲击韧性的影响。随着氧含量的增加,α 相晶格参数 c/a 值增加到最大值 1.593 Å,硬度从 4.03 GPa 增加到 5.05 GPa,从而使强度增加了 ∼150 MPa,两相的协调能力大大降低。不同氧含量下的裂纹起始能量相似,而裂纹扩展能量则随着氧含量的降低而大幅增加;稳定裂纹扩展的冲击能量从 4 J 增加到 13 J 和 35 J,不稳定裂纹扩展和裂纹崩塌阶段的冲击能量分别从零增加到 14 J 和 25 J,这表明降低氧含量可大幅提高裂纹扩展阻力。在低氧含量条件下,两相内部大量位错的活化和亚晶界的形成促进了晶粒内应力的释放,同时,位错迁移的界面阻力和界面应力的集中程度也降低了,这改善了等轴微结构两相塑性变形的协调性;冲击过程中的裂纹扩展路径变得更加曲折,最终达到高达 85-100 J 的冲击能。
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引用次数: 0
Characterization, mechanical, corrosion, and in vitro apatite-formation ability properties of hydroxyapatite-reduced graphene oxide coatings on Ti6Al4V alloy by plasma electrolytic oxidation 等离子电解氧化法 Ti6Al4V 合金上羟基磷灰石还原氧化石墨烯涂层的表征、力学、腐蚀和体外磷灰石形成能力特性
IF 6.2 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-09-12 DOI: 10.1016/j.jmrt.2024.09.041
Erfan Mohammadipour, Mohammad Ghorbani

Hydroxyapatite-reduced graphene oxide (HA/rGO) nanocomposite coatings were developed on Ti6Al4V alloy using plasma electrolytic oxidation (PEO). The PEO electrolyte comprised calcium acetate (C4H6CaO4) and calcium glycerophosphate (C3H7O5CaP). Prior to integrating reduced graphene oxide into the coating solution, parameters such as voltage and current density were optimized using scanning electron microscopy (SEM). The influence of various current densities and graphene concentrations on coating properties was analyzed. Coating phase structures, surface morphologies, functional groups, and chemical compositions were characterized by X-ray diffraction (XRD), SEM, attenuated total reflectance-Fourier transform infrared spectroscopy (ATR-FTIR), and energy dispersive spectroscopy (EDS). Raman spectroscopy confirmed the presence of graphene in the coatings. Surface morphology examinations revealed that surface cracks appeared at voltages above 350 V due to thermal stresses. Increasing current density reduced the number of porosities but increased pore size. Adding graphene to the solution to form HA/rGO coatings further decreased both the number and size of porosities. XRD analysis identified phases of titanium, anatase, rutile, titanium phosphide, tri-calcium phosphate (TCP), and hydroxyapatite in the coatings. Corrosion properties were assessed via potentiodynamic polarization tests in simulated body fluid (SBF) solution. Tribological and mechanical properties were evaluated by pin-on-disk and microhardness, respectively. The in vitro apatite-formation ability of the coatings was assessed by immersion in SBF at 37 °C, with ion concentration changes measured by inductively coupled plasma spectrometry (ICP). Results indicated that increasing current density reduced porosities and increased the Ca/P ratio.

利用等离子电解氧化(PEO)技术在 Ti6Al4V 合金上开发了羟基磷灰石-还原氧化石墨烯(HA/rGO)纳米复合涂层。PEO 电解液由醋酸钙(C4H6CaO4)和甘油磷酸钙(C3H7O5CaP)组成。在将还原氧化石墨烯融入涂层溶液之前,使用扫描电子显微镜(SEM)对电压和电流密度等参数进行了优化。分析了各种电流密度和石墨烯浓度对涂层性能的影响。通过 X 射线衍射 (XRD)、扫描电子显微镜 (SEM)、衰减全反射-傅立叶变换红外光谱 (ATR-FTIR) 和能量色散光谱 (EDS) 对涂层相结构、表面形貌、官能团和化学成分进行了表征。拉曼光谱证实了涂层中石墨烯的存在。表面形貌检查显示,由于热应力,在电压超过 350 V 时表面会出现裂纹。增加电流密度会减少孔隙数量,但会增加孔隙大小。在溶液中加入石墨烯形成的 HA/rGO 涂层进一步减少了孔隙的数量和大小。XRD 分析确定了涂层中的钛相、锐钛矿相、金红石相、磷化钛相、磷酸三钙(TCP)相和羟基磷灰石相。通过模拟体液(SBF)溶液中的电位极化测试评估了腐蚀特性。摩擦学和机械性能分别通过针盘和显微硬度进行评估。涂层的体外磷灰石形成能力是通过在 37 °C 的 SBF 中浸泡来评估的,离子浓度变化则是通过电感耦合等离子体光谱法(ICP)来测量的。结果表明,增加电流密度可降低孔隙率,提高 Ca/P 比值。
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引用次数: 0
Intelligent corrosion analysis and life prediction of ductile iron pipe systems using machine learning and electrochemical sensors 利用机器学习和电化学传感器对球墨铸铁管系统进行智能腐蚀分析和寿命预测
IF 6.2 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-09-12 DOI: 10.1016/j.jmrt.2024.09.076
Bingqin Wang , Long Zhao , Yongfeng Chen , Lingsheng Zhu , Chao Liu , Xuequn Cheng , Xiaogang Li

This study established a circulating system to control the concentration of substances and temperature in the aqueous solution. Simultaneously, sensors were used to continuously monitor the corrosion of three pipe materials: ductile iron (DI), surface-treated ductile iron (SDI), and carbon steel (CS). A corrosion decision model based on a machine learning framework was developed for data mining. The results show that the developed model provides accurate corrosion prediction strategies. Analysis revealed that high temperature is the primary factor accelerating corrosion in water systems. SDI accelerates at 60 °C, reaching its peak at 90 °C, while DI and CS peak at 80 °C. The superior corrosion resistance of SDI is attributed to its ability to withstand accelerated corrosion under high temperatures and environmental coupling, making it more stable when immersed in water.

这项研究建立了一个循环系统来控制水溶液中的物质浓度和温度。同时,使用传感器连续监测三种管道材料的腐蚀情况:球墨铸铁(DI)、表面处理球墨铸铁(SDI)和碳钢(CS)。为进行数据挖掘,开发了一个基于机器学习框架的腐蚀决策模型。结果表明,所开发的模型提供了准确的腐蚀预测策略。分析表明,高温是加速水系统腐蚀的主要因素。SDI 在 60 °C 时加速腐蚀,在 90 °C 时达到峰值,而 DI 和 CS 在 80 °C 时达到峰值。SDI 的优异耐腐蚀性归功于其在高温和环境耦合条件下承受加速腐蚀的能力,使其在浸入水中时更加稳定。
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引用次数: 0
Breaking the strength-ductility trade-off in austenitic stainless steel at cryogenic temperatures: Mechanistic insights 打破奥氏体不锈钢在低温下的强度-电导率权衡:机理启示
IF 6.2 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-09-12 DOI: 10.1016/j.jmrt.2024.09.074
Digvijay Singh, Fumiyoshi Yoshinaka, Susumu Takamori, Satoshi Emura, Takahiro Sawaguchi

At cryogenic temperatures, 316L austenitic stainless steel (ASS) exhibits remarkable strength while retaining high ductility, defying the conventional stress-strain trade-off. Despite extensive studies documenting the cryo-tensile properties of ASSs, the underlying mechanisms behind this phenomenon remain largely unexplored. This study systematically re-examines the tensile properties of 316L stainless steel and the associated mechanisms across a range of low temperatures (293 K, 223 K, 123 K, and 77 K). The reasons for the superior stress-strain balance (∼80 % GPa) are discussed using results from electron backscatter diffraction (EBSD) microstructure characteristics. The results undoubtedly suggest that the transformation mechanisms, specifically the shift from deformation twinning to martensitic transformation (γ → ε → α′), play a crucial role in enhancing elongation at cryogenic temperatures. At these temperatures, the Gibbs free energy difference between ε-martensite and γ-austenite approaches zero, resulting in slow martensite growth. The stress-strain curves at low temperatures satisfy the Considère criterion, indicating delayed necking under these conditions. This behavior is ascribed to the presence of various hierarchical microstructures, including ε, α′, γ-twins, ε-twins and their intersections, which act as sources of work hardening. This study provides new insights into deformation behavior of ASSs under cryogenic conditions.

在低温条件下,316L 奥氏体不锈钢 (ASS) 在保持高延展性的同时,还表现出卓越的强度,打破了传统的应力-应变权衡。尽管大量研究记录了奥氏体不锈钢的低温拉伸特性,但这一现象背后的基本机制在很大程度上仍未得到探索。本研究系统地重新审查了 316L 不锈钢在一系列低温(293 K、223 K、123 K 和 77 K)条件下的拉伸特性及其相关机制。利用电子反向散射衍射(EBSD)微观结构特征的结果,讨论了应力-应变平衡(GPa ∼ 80 %)优异的原因。结果毫无疑问地表明,转变机制,特别是从变形孪晶转变为马氏体转变(γ → ε → α′),在低温下增强伸长率方面起着至关重要的作用。在这些温度下,ε-马氏体和γ-奥氏体之间的吉布斯自由能差接近零,导致马氏体生长缓慢。低温下的应力-应变曲线符合康西德雷准则,表明在这些条件下出现了延迟缩颈现象。这种行为归因于各种分层微结构的存在,包括ε、α′、γ-孪晶、ε-孪晶及其交集,它们是加工硬化的来源。这项研究为了解 ASS 在低温条件下的变形行为提供了新的视角。
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引用次数: 0
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Journal of Materials Research and Technology-Jmr&t
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