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Artificial intelligence model of complicated flow behaviors for Ti-13Nb-13Zr alloy and relevant applications 被引量:3
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作者 Ze-yan SHI Guo-zheng QUAN +3 位作者 Chao AN Hui-min QIU Wei-yong WANG Zhi-hua ZHANG 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2019年第10期2090-2098,共9页
The comprehensive nonlinear flow behaviors of a ductile alloy play a significant role in the numerical analysis of its forming process. The accurate characterization of as-forged Ti-13 Nb-13 Zr alloy was conducted by ... The comprehensive nonlinear flow behaviors of a ductile alloy play a significant role in the numerical analysis of its forming process. The accurate characterization of as-forged Ti-13 Nb-13 Zr alloy was conducted by an improved intelligent algorithm, GA-SVR, the combination of genetic algorithm(GA) and support vector regression(SVR). The GA-SVR model learns from a training dataset and then is verified by a test dataset. As for the generalization ability of the solved GA-SVR model, no matter in β phase temperature range or(α+β) phase temperature range, the correlation coefficient R-values are always larger than 0.9999, and the AARE-values are always lower than 0.18%. The solved GA-SVR model accurately tracks the highly-nonlinear flow behaviors of Ti-13 Nb-13 Zr alloy. The stress-strain data expanded by this model are input into finite element solver, and the computation accuracy is improved. 展开更多
关键词 ti-13nb-13zr alloy flow stress constitutive model support vector regression genetic algorithm
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Friction and Wear Behavior of Modified Layer Prepared on Ti-13Nb-13Zr Alloy by Magnetron Sputtering and Plasma Nitriding
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作者 田伟红 guo yangyang +2 位作者 li xuanpeng tang bin 范爱兰 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2017年第4期951-957,共7页
Two kinds nitride modified layers were obtained on Ti-13Nb-13 Zr surface to improve the wear property via magnetron sputtering and plasma nitriding techniques, respectively. The structures of the modified layer and th... Two kinds nitride modified layers were obtained on Ti-13Nb-13 Zr surface to improve the wear property via magnetron sputtering and plasma nitriding techniques, respectively. The structures of the modified layer and the worn surface after sliding test were characterized using X-ray diffraction(XRD) and scanning electron microscopy(SEM). The friction and wear behavior of the modified layer against alumina ball was investigated in the absence of lubricant under different loads(1 N and 2 N). The X-ray diffraction analysis reveals that nitride layer is mainly composed of TiN and Ti2N, while coating film consists of Ti N phase. Friction and wear test indicates that both modified layers can improve the wear resistance compared to untreated Ti-13Nb-13 Zr. Ti N thin film produces very hard surface, but may be easy to cause coating fracture and delamination under high normal load. However, nitride layer exhibits better wear performance. This is attributed to hard compound layer maintained its integrity with the hardened nitrogen diffusion zone during friction and wear process. 展开更多
关键词 ti-13nb-13zr magnetron sputtering plasma nitriding friction behavior wear behavior
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显微组织对Ti-13Nb-13Zr医用钛合金力学性能的影响 被引量:6
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作者 付艳艳 于振涛 +1 位作者 周廉 王克光 《稀有金属材料与工程》 SCIE EI CAS CSCD 北大核心 2005年第6期881-885,共5页
研究了Ti-13Nb-13Zr合金在β相区和α+β相区固溶和时效处理后合金的力学性能变化规律。利用光学显微镜、扫描电镜和透射电镜观察和X射线衍射分析,重点分析了不同显微组织对合金强韧性的影响。结果表明:含有一定数量初生α析出相的加工... 研究了Ti-13Nb-13Zr合金在β相区和α+β相区固溶和时效处理后合金的力学性能变化规律。利用光学显微镜、扫描电镜和透射电镜观察和X射线衍射分析,重点分析了不同显微组织对合金强韧性的影响。结果表明:含有一定数量初生α析出相的加工态组织具有较高的强度和断裂韧性。固溶时效处理后,随着显微组织的形貌、晶粒大小和数量的不同,其对强度和断裂韧性的影响也有所不同。 展开更多
关键词 医用钛合金 ti-13nb-13zr 断裂韧性 强度
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放电等离子烧结温度对Ti-13Nb-13Zr合金在人工模拟体液中耐腐蚀性能的影响 被引量:2
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作者 何远怀 张玉勤 +1 位作者 蒋业华 周荣 《粉末冶金材料科学与工程》 北大核心 2017年第2期190-197,共8页
利用放电等离子烧结技术(spark plasma sintering,SPS)制备Ti-13Nb-13Zr(TNZ)生物医用合金,采用开路电位、动电位极化曲线、电化学阻抗谱和X射线光电子能谱等研究烧结温度对合金在Hank’s人工模拟体液中电化学腐蚀性能的影响,并与纯Ti(T... 利用放电等离子烧结技术(spark plasma sintering,SPS)制备Ti-13Nb-13Zr(TNZ)生物医用合金,采用开路电位、动电位极化曲线、电化学阻抗谱和X射线光电子能谱等研究烧结温度对合金在Hank’s人工模拟体液中电化学腐蚀性能的影响,并与纯Ti(TA1)和Ti-6Al-4V(TC4)合金进行对比。结果表明:与TA1和TC4合金相比,SPS制备的TNZ合金具有较高的自然腐蚀电位Ecorr、较低的极化电流密度icorr以及较高的线性极化电阻Rp,并随烧结温度升高,耐腐蚀性能逐渐增强。该合金在模拟人工体液中耐腐蚀性能优异的主要原因是合金表面形成稳定、均匀且保护性更强的复合氧化物钝化膜,钝化膜由Ti O2,Nb2O5和Zr O2组成;随烧结温度升高,合金获得较高的致密度和近β型单相组织,耐腐蚀性能提高。 展开更多
关键词 ti-13nb-13zr合金 放电等离子烧结 Hank’s溶液 烧结温度 电化学腐蚀
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不同时效处理的Ti-29Nb-13Ta-4.6Zr合金的组织结构和医用性能 被引量:1
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作者 徐健丰 陶姗 《材料保护》 CAS CSCD 北大核心 2011年第12期74-76,2,共3页
Ti-Nb-Ta-Zr系合金有很好的生物材料应用前景,国内对其研究较少。真空熔炼制备了Ti-29Nb-13Ta-4.6Zr铸锭,对其固溶处理后在不同温度、时间下时效处理,研究了合金时效处理后的组织结构和医用性能。结果表明:830℃固溶1.5 h后的Ti-29Nb-13... Ti-Nb-Ta-Zr系合金有很好的生物材料应用前景,国内对其研究较少。真空熔炼制备了Ti-29Nb-13Ta-4.6Zr铸锭,对其固溶处理后在不同温度、时间下时效处理,研究了合金时效处理后的组织结构和医用性能。结果表明:830℃固溶1.5 h后的Ti-29Nb-13Ta-4.6Zr合金是单一的过冷亚稳β相,再经时效加热处理后变为α+β两相;在相同的时效时间内,时效温度升高时相的析出加快,析出相弥散度降低,合金强度下降;450℃时效处理1 680 min的合金抗拉强度为432 MPa,弹性模量为63 GPa,更接近人骨的实际情况,医用性能较好。 展开更多
关键词 时效处理 ti-29nb-13Ta-4.6zr合金 组织结构 医用性能
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Influence of Alloy Elements on the Osteoconductivity of Anodized Ti-29Nb-13Ta-4.6Zr Alloy
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作者 Dai Yamamoto Atsushi Waki +6 位作者 Kensuke Kuroda Ryoichi Ichino Masazumi Okido Masato Ueda Masahiko Ikeda Mitsuo Niinomi Azusa Seki 《Journal of Biomaterials and Nanobiotechnology》 2013年第3期229-236,共8页
Anodizing is expected to be an effective method to improve the osteoconductivity of the Ti-29Nb-13Ta-4.6Zr (TNTZ) alloy because the bioactivity of anodized Ti is good. However, it is not known how the alloy elements i... Anodizing is expected to be an effective method to improve the osteoconductivity of the Ti-29Nb-13Ta-4.6Zr (TNTZ) alloy because the bioactivity of anodized Ti is good. However, it is not known how the alloy elements influence the surface roughness, composition, hydrophilicity, and osteoconductivity of the anodized film on the Ti alloy. In this study, we investigated the effects of anodizing on the surface properties and the osteoconductivity of the anodized TNTZ alloy, focusing on the functions of the individual alloy elements. The anodized oxides of the Nb, Ta, and Zr metals were hydrophobic at all the voltages applied, in contrast to the anodized oxide of Ti. As well as pure Ti, a TiO2-based oxide film formed on TNTZ after anodizing. However, the oxide film also contained large amounts of Nb species and the molar Nb/Ti ratio in the TNTZ alloy was high, which makes the surface more hydrophobic than the anodized oxide on Ti. In vivo tests showed that the osteoconductivity of the TNTZ alloy was sensitive to both its surface roughness and hydrophilicity. When the TNTZ alloy was anodized, the process increased either the surface hydrophobicity or the surface roughness at the voltage used in this study. These changes in the surface properties did not improve its osteoconductivity. 展开更多
关键词 ti-29nb-13Ta-4.6zr ANODIZING Titanium Dioxide alloy Element HYDROPHILICITY OSTEOCONDUCTIVITY
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Ti-13Nb-13Zr钛合金var熔炼各组元挥发趋势分析
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作者 牛中杰 赵永庆 +3 位作者 杨冠军 曹继敏 肖松涛 杨宏进 《中国材料科技与设备》 2009年第6期63-66,共4页
基于活度系数计算模型和控制传质系数计算模型,从热力学角度分析Ti-13Nb-13Zr合金熔体中各组元的饱和蒸气压以及熔炼过程中各组元的挥发趋势。结果表明,合金中各组元的挥发损失速率不一,使得熔炼前后合金的成分出现了变化,合理的降... 基于活度系数计算模型和控制传质系数计算模型,从热力学角度分析Ti-13Nb-13Zr合金熔体中各组元的饱和蒸气压以及熔炼过程中各组元的挥发趋势。结果表明,合金中各组元的挥发损失速率不一,使得熔炼前后合金的成分出现了变化,合理的降低熔体的温度和提高真空室中的压力可以减小熔炼过后合金成分的变化,本结果也为Ti-13Nb-13Zr合金VAR熔炼合金成分的控制提供理论指导。 展开更多
关键词 ti-13nb-13zr合金 VAR熔炼 各组元挥发
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Ti-13Nb-13Zr钛合金板材热处理组织演变分析
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作者 牛中杰 曹继敏 +1 位作者 杨华斌 张战英 《中国材料科技与设备》 2011年第5期62-65,79,共5页
对Ti-13Nb-13Zr钛合金板材固溶和时效热处理的组织变化进行了分析,结果表明,为了得到细小等轴β晶粒,推荐固溶处理制度:700℃/0.5h、水冷或空冷。为了保留过冷β相结构,为后续的时效强化做准备,推荐固溶处理工艺为800℃/0.5h... 对Ti-13Nb-13Zr钛合金板材固溶和时效热处理的组织变化进行了分析,结果表明,为了得到细小等轴β晶粒,推荐固溶处理制度:700℃/0.5h、水冷或空冷。为了保留过冷β相结构,为后续的时效强化做准备,推荐固溶处理工艺为800℃/0.5h、水冷。为使Ti-13Nb-13Zr钛合金达到良好的组织匹配,并且避免产生恶化合金性能的ω相,推荐热处理制度:固溶800℃/0.5h(水冷)+时效处理560℃/8h。本结果也为Ti-13Nb-13Zr钛合金技术开发和专业生产提供参考。 展开更多
关键词 ti-13nb-13zr钛合金 固溶处理 时效处理 显微组织
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原料粒径与烧结温度对放电等离子烧结Ti-29Nb-13Ta-4.6Zr合金组织和性能的影响 被引量:2
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作者 张浩闯 张玉勤 +1 位作者 蒋业华 周荣 《粉末冶金材料科学与工程》 EI 北大核心 2014年第4期589-594,共6页
利用放电等离子烧结技术(SPS)制备生物医用Ti-29Nb-13Ta-4.6Zr合金,研究原料粒径与烧结温度对合金显微组织和力学性能的综合影响。结果表明:烧结合金组织由β-Ti相基体及少量未熔化金属颗粒和残留α-Ti相组成,烧结温度的升高会减少未熔... 利用放电等离子烧结技术(SPS)制备生物医用Ti-29Nb-13Ta-4.6Zr合金,研究原料粒径与烧结温度对合金显微组织和力学性能的综合影响。结果表明:烧结合金组织由β-Ti相基体及少量未熔化金属颗粒和残留α-Ti相组成,烧结温度的升高会减少未熔化金属颗粒和残留α-Ti相;在相同烧结温度下,Nb、Ta、Zr金属颗粒粒径的减小,会促使烧结合金中的β-Ti相组织更为均匀并使未熔化金属颗粒明显减少,从而降低合金的压缩弹性模量和提高合金的抗压强度与致密度;在Nb、Ta、Zr金属颗粒粒径为10.5μm和烧结温度为1 200℃时,合金获得了压缩弹性模量为46 GPa、抗压强度为1 550 MPa的最佳综合力学性能。 展开更多
关键词 ti-29nb-13Ta-4 6zr合金 放电等离子烧结 原料粒径 显微组织 力学性能
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Ti-13Nb-13Zr合金棒材试制工艺及力学性能 被引量:3
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作者 罗斌莉 杨华斌 +3 位作者 曹继敏 杨宏进 肖松涛 王廷询 《稀有金属材料与工程》 SCIE EI CAS CSCD 北大核心 2008年第A04期664-666,共3页
制备了外科植入物Ti-13Nb-13Zr合金。研究了Nb、Zr元素的添加方式,不同热处理制度及加工变形量所引起的力学性能变化规律。结果表明,Nb、Zr元素采用高Nb、Zr合金的添加方式是可取的;合金在β相区固溶处理的硬度值略高于在α+β两相区固... 制备了外科植入物Ti-13Nb-13Zr合金。研究了Nb、Zr元素的添加方式,不同热处理制度及加工变形量所引起的力学性能变化规律。结果表明,Nb、Zr元素采用高Nb、Zr合金的添加方式是可取的;合金在β相区固溶处理的硬度值略高于在α+β两相区固溶处理的硬度值;时效制度为510℃、6h,以及加工变形量大于50%时,材料综合性能最好。 展开更多
关键词 ti-13nb-13zr 热处理 加工变形量 力学性能
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氧化处理Ti-39Nb-13Ta-4.6Zr合金表面生物活性研究 被引量:1
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作者 李述军 郝玉琳 +2 位作者 杨锐 崔玉友 M.Niinomi 《金属学报》 SCIE EI CAS CSCD 北大核心 2002年第z1期572-574,共3页
对氧化处理后的Ti-39Nb-13Ta-4.6Zr合金进行碱处理,其表面具有了生物活性.将处理后的合金在仿生溶液中浸泡后,有类似骨组织的磷酸钙生成.
关键词 ti-39nb-13Ta-4.6zr合金 氧化处理 碱处理 仿生溶液 磷酸钙
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Ti-13Al-29Nb-2.5MoISM过程中Al元素的挥发损失速率 被引量:4
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作者 程荆卫 郭景杰 +4 位作者 苏彦庆 刘贵仲 刘源 丁宏升 贾均 《材料科学与工艺》 EI CAS CSCD 1999年第S1期124-127,131,共5页
借助于Kohler三元溶液模型和Miedema二元溶液生长热模型 ,计算了Ti -1 3Al -2 9Nb -2 .5Mo合金中Ti、Al及Nb组元的活度系数 ,并在此基础上计算了合金中组元的平衡分压及Al元素的挥发损失速率 .结果表明 ,组元的活度系数、平衡分压及Al... 借助于Kohler三元溶液模型和Miedema二元溶液生长热模型 ,计算了Ti -1 3Al -2 9Nb -2 .5Mo合金中Ti、Al及Nb组元的活度系数 ,并在此基础上计算了合金中组元的平衡分压及Al元素的挥发损失速率 .结果表明 ,组元的活度系数、平衡分压及Al元素的挥发损失速率均随温度的升高而增大 .存在一个临界外压 (约为 1 3 3Pa) ,当外压大于此值 ,挥发损失速率急剧减小并趋于一稳定值 .这给合金熔炼过程中合金成分控制提供了理论指导 . 展开更多
关键词 ti-13Al-29nb-2.5Mo合金 ISM熔炼工艺 Al元素挥发损失
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热处理对Ti-13Nb-13Zr合金显微组织的影响
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作者 黄金昌 《钛工业进展》 CAS 2002年第5期34-35,共2页
关键词 热处理 ti-13nb-13zr合金 显微组织
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新型生体用Ti-29Nb-13Ta-4.6Zr合金的抗疲劳性能
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作者 长征 《金属功能材料》 CAS 2003年第1期9-9,共1页
关键词 ti-29nb-13Ta-4.6zr合金 抗疲劳性能 生物材料 钛合金
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Surface modifications of biometallic commercially pure Ti and Ti–13Nb–13Zr alloy by picosecond Nd:YAG laser 被引量:1
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作者 Slađana Laketić Marko Rakin +3 位作者 MilošMomčilović Jovan Ciganović Đorđe Veljović Ivana Cvijović-Alagić 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2021年第2期285-295,共11页
The effects of picosecond Nd:YAG laser irradiation on chemical and morphological surface characteristics of the commercially pure titanium and Ti–13Nb–13Zr alloy in air and argon atmospheres were studied under diffe... The effects of picosecond Nd:YAG laser irradiation on chemical and morphological surface characteristics of the commercially pure titanium and Ti–13Nb–13Zr alloy in air and argon atmospheres were studied under different laser output energy values.During the interaction of laser irradiation with the investigated materials,a part of the energy was absorbed on the target surface,influencing surface modifications.Laser beam interaction with the target surface resulted in various morphological alterations,resulting in crater formation and the presence of microcracks and hydrodynamic structures.Moreover,different chemical changes were induced on the target materials’surfaces,resulting in the titanium oxide formation in the irradiation-affected area and consequently increasing the irradiation energy absorption.Given the high energy absorption at the site of interaction,the dimensions of the surface damaged area increased.Consequently,surface roughness increased.The appearance of surface oxides also led to the increased material hardness in the surface-modified area.Observed chemical and morphological changes were pronounced after laser irradiation of the Ti–13Nb–13Zr alloy surface. 展开更多
关键词 commercially pure titanium ti-13nb-13zr alloy surface modification Nd:YAG laser laser-induced damage hard oxidized surface
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Ti-13Nb-13Zr表面多孔Ti梯度合金的组织与力学性能研究
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作者 李嘉才 鲁志燕 《昆钢科技》 2017年第6期54-59,共6页
本文利用了放电等离子烧结系统(SPS)制备了Ti-13Nb-13Zr/表面多孔钛梯度合金,改变不同烧结的温度来研究多孔钛梯度合金的微观结构、力学性能的特点,利用XRD、SEM和力学试验对试样具体的相的组成、组织的微观形貌和力学性能进行了... 本文利用了放电等离子烧结系统(SPS)制备了Ti-13Nb-13Zr/表面多孔钛梯度合金,改变不同烧结的温度来研究多孔钛梯度合金的微观结构、力学性能的特点,利用XRD、SEM和力学试验对试样具体的相的组成、组织的微观形貌和力学性能进行了分析讨论。在烧结过程中α-TiN断的转化为β-Ti,且随着温度的升高,转化成的β—TiNi量也在不断增加,最终制备出了弹性模量低,强度符合人体骨组织强度要求,生物活性好的Ti-13Nb-13Zr/表面多孔钛梯度合金。 展开更多
关键词 ti-13nb-13zr 多孔钛合金 放电等离子烧结 力学性能
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Self-Organizing Evolution of Anodized Oxide Films on Ti-25Nb-3Mo-2Sn-3Zr Alloy and Hydrophilicity
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作者 何芳 李立军 +2 位作者 陈利霞 李凤娇 黄远 《Transactions of Tianjin University》 EI CAS 2014年第2期97-102,共6页
In the present work,hierarchical nanostructured titanium dioxide(TiO2) films were fabricated on Ti-25Nb-3Mo-2Sn-3Zr(TLM) alloy for biomedical applications via one-step anodization process in ethylene glycolbased elect... In the present work,hierarchical nanostructured titanium dioxide(TiO2) films were fabricated on Ti-25Nb-3Mo-2Sn-3Zr(TLM) alloy for biomedical applications via one-step anodization process in ethylene glycolbased electrolyte containing 0.5wt% NH4F.The nanostructured TiO2 films exhibited three distinct types depending on the anodization time:top irregular nanopores(INP)/beneath regular nanopores(RNP),top INP/middle regular nanotubes(RNT)/bottom RNP and top RNT with underlying RNP.The evolution of the nanostructured TiO2 films with anodization time demonstrated that self-organizing nanopores formed at the very beginning and individual nanotubes originated from underlying nanopore dissolution.Furthermore,a modified two-stage self-organizing mechanism was introduced to illustrate the growth of the nanostructured TiO2 films.Compared with TLM titanium alloy matrix,the TiO2 films with special nano-structure hold better hydrophilicity and higher specific surface area,which lays the foundation for their biomedical applications. 展开更多
关键词 ti-25nb-3Mo-2Sn-3zr alloy hierarchical nanostructured oxide layers anodization HYDROPHILICITY
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高生体相容性钛合金Ti—29Nb—13Ta—4.6Zr
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作者 长征 《金属功能材料》 CAS 2002年第4期46-46,共1页
关键词 高生体相容性 钛合金 ti-29nb-13Ta-4.6zr 生物材料
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放电等离子烧结温度对Ti-29Nb-13Ta-4.6Zr合金显微组织和力学性能的影响 被引量:10
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作者 黄海广 张玉勤 +1 位作者 蒋业华 周荣 《稀有金属材料与工程》 SCIE EI CAS CSCD 北大核心 2013年第6期1173-1177,共5页
利用放电等离子烧结技术(SPS)制备Ti-29Nb-13Ta-4.6Zr(TNTZ)合金,研究烧结温度对合金致密度、显微组织及力学性能的影响。结果表明:在950~1150℃烧结温度范围内合金具有较高的致密度和抗压强度,合金由β-Ti相与Ti-Nb-Ta-Zr固溶体... 利用放电等离子烧结技术(SPS)制备Ti-29Nb-13Ta-4.6Zr(TNTZ)合金,研究烧结温度对合金致密度、显微组织及力学性能的影响。结果表明:在950~1150℃烧结温度范围内合金具有较高的致密度和抗压强度,合金由β-Ti相与Ti-Nb-Ta-Zr固溶体形成的混合基体组织及少量未熔化的Nb、Ta、Zr金属颗粒组成。随着烧结温度的升高,合金致密度和抗压强度呈增大趋势,合金中混合基体组织尺寸越来越大且不断融合联结,难熔金属颗粒数量越来越少且尺寸越来越小。合金压缩弹性模量在58~60GPa之间,说明具有良好的力学相容性,烧结温度变化对其影响较小。 展开更多
关键词 ti-29nb-13Ta-4 6zr合金 放电等离子烧结 烧结温度 显微组织 力学性能
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Microstructure and mechanical properties of Al-5.8Mg-Mn-Sc-Zr alloy after annealing treatment 被引量:1
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作者 陈琴 潘清林 +3 位作者 王迎 张志野 周坚 刘畅 《Journal of Central South University》 SCIE EI CAS 2012年第7期1785-1790,共6页
An A1-5.8Mg-0.4Mn-0.35(Sc+Zr) (mass fraction, %) alloy sheet was prepared using water chilling copper mould ingot metallurgy processing which was protected by active flux. The influence of stabilizing annealing o... An A1-5.8Mg-0.4Mn-0.35(Sc+Zr) (mass fraction, %) alloy sheet was prepared using water chilling copper mould ingot metallurgy processing which was protected by active flux. The influence of stabilizing annealing on mechanical properties and microstructure of the cold rolling sheet was studied. The results show that the strength and hardness of the alloy decrease, while the elongation increases with increasing the stabilizing annealing temperature. With the increase of stabilizing annealing time, the strength and hardness of the alloy drop slightly but its ductility exhibits no change. Partial recovery and recrystallization orderly occur with the increase of annealing temperature during stabilizing treatment. Only different degrees of recovery occur in the alloys annealed below 400 ℃ for 1 h. Partial recrystallization occurs after annealed at 450 ℃ for 1 h. By annealing at 300 ℃ for 1 h, the alloy can obtain the optimum application values of δb, δ0.2 and δ, which are 436 MPa, 327 MPa and 16.7%, respectively. 展开更多
关键词 A1-Mg-Mn-Sc-zr alloy stabilizing treatment A13(Sc zr particle microstructure mechanical property
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