Achieving excellent superplasticity and predicting the elongations in ultrafine-grained Ti-4.5Al-3V-2Mo-2Fe titanium alloy prepared by friction stir processing

被引:0
作者
Han, Peng [1 ]
Wang, Wen [1 ]
Deng, Jingyu [1 ]
Qiao, Ke [1 ]
Zhou, Kai [1 ]
Lin, Jia [1 ]
Zhang, Yuye [1 ]
Qiang, Fengming [1 ]
Wang, Kuaishe [1 ]
机构
[1] Xian Univ Architecture & Technol, Natl & Local Joint Engn Res Ctr Funct Mat Proc, Sch Met Engn, Xian 710055, Peoples R China
基金
中国国家自然科学基金;
关键词
Titanium alloy; Ultrafine-grained; Superplasticity; Grain boundary sliding; Friction stir processing; LOW-TEMPERATURE SUPERPLASTICITY; STRAIN-RATE SUPERPLASTICITY; ARTIFICIAL NEURAL-NETWORK; DEFORMATION-BEHAVIOR; MICROSTRUCTURAL EVOLUTION; MECHANICAL-BEHAVIOR; TI-6AL-4V; BETA; ALPHA; PHASE;
D O I
10.1016/j.jmatprotec.2024.118701
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Titanium and its alloys hold significant industrial importance due to their potential for superplastic formability. However, most titanium and its alloys require high temperatures and low strain rates to achieve superplasticity. Friction stir processing, severe plastic deformation technology, offers an effective approach to achieve low-temperature or high-strain-rate superplasticity in fine-grained titanium alloys. Herein, the effect of rotation speed on the microstructure of the friction stir processed Ti-4.5Al-3V-2Mo-2Fe titanium alloy was investigated for the first time. An ultra-fine-grained Ti-4.5Al-3V-2Mo-2Fe titanium alloy was achieved, exhibiting an average grain size of only 0.26 mu m at a rotation speed of 100 r/min and a processing speed of 80 mm/min. Subsequently, the superplastic tensile tests were conducted at temperatures ranging from 550 degrees C-800 degrees C, at an interval of 50 degrees C, and strain rates of 3 x 10(-4) s(-1), 1 x 10(-3) s(-1), 3 x 10(-3) s(-1), and 1 x 10(-2) s(-1), respectively. The results demonstrated that the ultrafine-grained titanium alloy exhibited excellent superplasticity, achieving an elongation of 1808 +/- 52 % at 650 degrees C and 3 x 10(-3) s(-1). This large elongation was the highest reported value in the field of severe plastic deformed titanium alloys. The superior superplasticity was attributed to the fine grains (< 2 mu m), a relatively high proportion of beta phase (similar to 20 %), and a high proportion of high-angle grain boundaries (> 80 %) in the alpha and beta phases during superplastic deformation. The primary superplastic deformation mechanism included dislocation slip and grain rotation coordinated with alpha/alpha, beta/beta grain boundary sliding, and alpha/beta phase boundary sliding. Finally, a model correlating temperature, strain rate, and superplastic elongations was developed using backpropagation neural networks and support vector regression algorithms. The correlation coefficient between the predicted and the actual values was higher for support vector regression (0.93) compared to backpropagation neural networks (0.81), indicating that support vector regression was more suitable for predicting the superplastic elongations. This study offers a novel method for achieving superplasticity in SP700 titanium alloy components.
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页数:15
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共 47 条
  • [1] Alloys-by-design: Application to titanium alloys for optimal superplasticity
    Alabort, E.
    Barba, D.
    Shagiev, M. R.
    Murzinova, M. A.
    Galeyev, R. M.
    Valiakhmetov, O. R.
    Aletdinov, A. F.
    Reed, R. C.
    [J]. ACTA MATERIALIA, 2019, 178 : 275 - 287
  • [2] Superplasticity in Ti-6Al-4V: Characterisation, modelling and applications
    Alabort, E.
    Putman, D.
    Reed, R. C.
    [J]. ACTA MATERIALIA, 2015, 95 : 428 - 442
  • [3] Prediction of properties of friction stir spot welded joints of AA7075-T651/Ti-6Al-4V alloy using machine learning algorithms
    Asmael, Mohammed
    Nasir, Tauqir
    Zeeshan, Qasim
    Safaei, Babak
    Kalaf, Omer
    Motallebzadeh, Amir
    Hussain, Ghulam
    [J]. ARCHIVES OF CIVIL AND MECHANICAL ENGINEERING, 2022, 22 (02)
  • [4] Application of artificial neural network to predict Vickers microhardness of AA6061 friction stir welded sheets
    Dehabadi, Vahid Moosabeiki
    Ghorbanpour, Saeede
    Azimi, Ghasem
    [J]. JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2016, 23 (09) : 2146 - 2155
  • [5] Influence of strain rate and temperature on the deformation mechanisms of a fine-grained Ti-6Al-4V alloy
    Despax, Laurie
    Vidal, Vanessa
    Delagnes, Denis
    Dehmas, Moukrane
    Matsumoto, Hiroaki
    Velay, Vincent
    [J]. MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING, 2020, 790
  • [6] Enhanced superplasticity achieved by disclination-dislocation reactions in a fine-grained low-alloyed magnesium system
    Du, Chunfeng
    Gao, Yipeng
    Hua, Zhen-Ming
    Zha, Min
    Wang, Cheng
    Wang, Hui-Yuan
    [J]. INTERNATIONAL JOURNAL OF PLASTICITY, 2022, 154
  • [7] Achievement of defect-free and high-ductility TA5 alloy joint by dynamic supporting friction stir welding
    Du, Shuaishuai
    Liu, Huijie
    Gao, Yisong
    Li, Dongrui
    Zuo, Yingying
    Zhou, Li
    [J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2022, 306
  • [8] Novel artificial neural network model for evaluating hardness of stir zone of submerge friction stir processed Al 6061-T6 plate
    Ebnonnasir, A.
    Karimzadeh, F.
    Enayati, M. H.
    [J]. MATERIALS SCIENCE AND TECHNOLOGY, 2011, 27 (06) : 990 - 995
  • [9] Artificial Intelligence Applications for Friction Stir Welding: A Review
    Eren, Berkay
    Guvenc, Mehmet Ali
    Mistikoglu, Selcuk
    [J]. METALS AND MATERIALS INTERNATIONAL, 2021, 27 (02) : 193 - 219
  • [10] Composite structure of α phase in metastable β Ti alloys induced by lattice strain during β to α phase transformation
    Hua, Ke
    Zhang, Yudong
    Kou, Hongchao
    Li, Jinshan
    Gan, Weimin
    Fundenberger, Jean-Jacques
    Esling, Claude
    [J]. ACTA MATERIALIA, 2017, 132 : 307 - 326