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Effect of quenching cooling rate on residual stress and microstructure evolution of 6061 aluminum alloy
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作者 HUANG Ke YI You-ping +4 位作者 HUANG Shi-quan HE Hai-lin LIU Jie HUA Hong-en TANG Yun-jian 《Journal of Central South University》 SCIE EI CAS CSCD 2024年第7期2167-2180,共14页
In this study,the cooling rate was manipulated by quenching with water of different temperatures(30,60 and 100℃).Surface and internal residual stresses in the quenched 6061 aluminum alloy samples were measured using ... In this study,the cooling rate was manipulated by quenching with water of different temperatures(30,60 and 100℃).Surface and internal residual stresses in the quenched 6061 aluminum alloy samples were measured using hole-drilling and crack compliance methods,respectively.Then,the processability of the quenched samples was evaluated at cryogenic temperatures.The mechanical properties of the as-aged samples were assessed,and microstructure evolution was analyzed.The surface residual stresses of samples W30℃,W60℃and W100℃is−178.7,−161.7 and−117.2 MPa,respectively along x-direction,respectively;and−191.2,−172.1 and−126.2 MPa,respectively along y-direction.The sample quenched in boiling water displaying the lowest residual stress(~34%and~60%reduction in the surface and core).The generation and distribution of quenching residual stress could be attributed to the lattice distortion gradient.Desirable plasticity was also exhibited in the samples with relatively low quenching cooling rates at cryogenic temperatures.The strengthes of the as-aged samples are 291.2 to 270.1 MPa as the quenching water temperature increase from 30℃to 100℃.Fine and homogeneous β"phases were observed in the as-aged sample quenched with boiling water due to the clusters and Guinier-Preston zones(GP zones)premature precipitated during quenching process. 展开更多
关键词 6061 aluminum alloy residual stress cooling rate cryogenic cooling mechanical properties microstructure evolution
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Influences of electric-hydraulic chattering on backward extrusion process of 6061 aluminum alloy 被引量:4
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作者 胡新华 王志恒 +3 位作者 鲍官军 洪潇潇 薛军义 杨庆华 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2015年第9期3056-3063,共8页
The possibility of the electric-hydraulic chattering technology and its application in the cold extrusion were presented.The conventional and electric-hydraulic chattering assisted backward extrusion processes were pe... The possibility of the electric-hydraulic chattering technology and its application in the cold extrusion were presented.The conventional and electric-hydraulic chattering assisted backward extrusion processes were performed on 6061 aluminum alloy billets at room temperature.The experimental results showed that 5.65% reduction in the extrusion load was attained if the die and ejector were vibrated at a frequency of 100 Hz and amplitude of 0.013 mm in the longitudinal direction.The friction coefficient at the billet and tool system interface determined from the finite element analysis(FEA) decreased from 0.2 without chattering to 0.1 with application of electric-hydraulic chattering.The higher values of instantaneous velocity and direction change of material flow were achieved during the chattering assisted backward extrusion process.The strain distribution of the chattering assisted backward extrusion billet revealed lower maximum strain and smoother strain distribution in comparison with that produced by the conventional extrusion method. 展开更多
关键词 6061aluminum alloy conventional backward extrusion electric-hydraulic chattering assisted backward extrusion finite element analysis material flow strain distribution
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Simulation of temperature and stress in 6061 aluminum alloy during online quenching process 被引量:6
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作者 王孟君 杨刚 +1 位作者 黄长清 陈彬 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2014年第7期2168-2173,共6页
The cooling curves of 6061 aluminum alloy were acquired through water quenching experiment. The heat transfer coefficient was accurately calculated based on the cooling curves and the law of cooling. The online quench... The cooling curves of 6061 aluminum alloy were acquired through water quenching experiment. The heat transfer coefficient was accurately calculated based on the cooling curves and the law of cooling. The online quenching process of complex cross-section profile was dynamically simulated by the ABAQUS software. The results suggest that the heat transfer coefficient changes during online quenching process. Different parts of the profile have different cooling velocity, and it was verified by water quenching experiment. The maximum residual stress of the profile was predicted using FEM simulation based on ABAQUS software The relations between the temperature and stress were presented by analyzing the data of key points. 展开更多
关键词 6061 aluminum alloy QUENCHING complex cross-section profile residual stress ABAQUS
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Effects of processing parameters on microstructure and mechanical properties of powder-thixoforged 6061 aluminum alloy 被引量:3
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作者 陈玉狮 陈体军 +1 位作者 张素卿 李普博 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2015年第3期699-712,共14页
A new processing technology,powder thixoforming,for preparation of particle reinforced metal matrix composites was proposed and 6061 aluminum alloy was prepared by powder thixoforging.6061 ingots were first prepared b... A new processing technology,powder thixoforming,for preparation of particle reinforced metal matrix composites was proposed and 6061 aluminum alloy was prepared by powder thixoforging.6061 ingots were first prepared by cold-pressing the atomized 6061 alloy powders,and then the ingots were partially remelted followed by thixoforging.The effects of reheating time,mould temperature and reheating temperature on microstructure and mechanical properties of the thixoforged alloys were investigated.The results indicate that all of the three parameters have large effects on the microstructure and mechanical properties.Owing to the microstructure changes,the fracture regime varies with the processing parameters.Furthermore,cracks always initiate from shrinkage porosities and inclusions,and then propagate either along the secondarily solidified structures or primary particles.The ultimate tensile strength,elongation and hardness of the resulting alloy are up to 196 MPa,11.0%and HV 55.7 respectively. 展开更多
关键词 6061 aluminum alloy semisolid powder thixoforging mechanical properties tensile properties HARDNESS MICROSTRUCTURE
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Effect of ball milling on microstructural evolution during partial remelting of6061 aluminum alloy prepared by cold-pressing of alloy powders 被引量:2
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作者 陈玉狮 陈体军 +1 位作者 张素卿 李普博 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2015年第7期2113-2121,共9页
The effect of ball milling on the microstructural evolution was investigated during partial remelting of 6061 aluminum alloy prepared by cold-pressing of atomized alloy powders.The results indicate that the microstruc... The effect of ball milling on the microstructural evolution was investigated during partial remelting of 6061 aluminum alloy prepared by cold-pressing of atomized alloy powders.The results indicate that the microstructural evolution of 6061 aluminum alloy can be divided into three stages,the dissolution of eutectic phases and the coarsening and growth behavior of the resulting grains,structural separation and spheroidization of primary particles,and the final coarsening behavior of the particles.Compared with the alloy without ball milling,ball milling accelerates the first stage of microstructural evolution due to the energy stored in the powders,but the latter two stages are slowed down because of the formation of large-sized powders.Moreover,the finer the as-cold-pressed microstructure is,the smaller and more spherical the primary particles in the final semisolid microstructure are.Furthermore,properly elevating the heating temperature is beneficial for obtaining small and spheroidal particles. 展开更多
关键词 6061 aluminum alloy ball milling powder thixoforming partial remelting microstructural evolution
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Effect of post-weld heat treatment on microstructure and mechanical properties of welded joints of 6061-T6 aluminum alloy 被引量:11
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作者 Jie YI Guan WANG +2 位作者 Shi-kang LI Zhi-wen LIU Yan-li GONG 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2019年第10期2035-2046,共12页
6061 aluminum alloy T-joints were welded by double-pulsed MIG welding process. Then, the post-weld heat treatment was performed on the welded T-joints. The weld microstructure under different aging temperature and tim... 6061 aluminum alloy T-joints were welded by double-pulsed MIG welding process. Then, the post-weld heat treatment was performed on the welded T-joints. The weld microstructure under different aging temperature and time was investigated by transmission electron microscopy and scanning electron microscopy. The mechanical properties were examined by hardness test and tensile test. The results showed that the micro-hardness was sensitive to heat treatment temperature and time. Increasing temperature was beneficial to the shortening of peak aging time. There were a large number of dislocations and few precipitates in the welded joints. With the increase of post-weld heat treatment temperature and time, the density of dislocation decreased. Meanwhile, the strengthening phase precipitated and grew up gradually. When the post-weld heat treatment temperature increased up to 200℃, large Q' phases were observed. And they were responsible for the peak value of the micro-hardness in the welded joints. 展开更多
关键词 6061 aluminum alloy double-pulsed MIG welding post-weld heat treatment microstructure evolution mechanical property
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Influence of sequence of cold working and aging treatment on mechanical behaviour of 6061 aluminum alloy 被引量:9
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作者 Mostafa MANSOURINEJAD Bahman MIRZAKHANI 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第9期2072-2079,共8页
The influence of combination of different designated precipitation hardening and cold working on the tensile properties of 6061 aluminum alloy was investigated. The results indicate that applying single aging at 180 ... The influence of combination of different designated precipitation hardening and cold working on the tensile properties of 6061 aluminum alloy was investigated. The results indicate that applying single aging at 180 ℃ for 4 h in different thermal-mechanical treatments improves both the strength and elongation. However, double aging does not improve the mechanical properties. In addition, pre-aging shows a negative effect on the subsequent precipitation hardening of material. The changes in mechanical properties were discussed by explanation of microstructural evolution due to the competition of precipitation hardening, strain hardening and work softening processes. 展开更多
关键词 6061 aluminum alloy age hardening HARDENING mechanical properties
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Solidification behavior of 6061 wrought aluminum alloy during rheo-diecasting process with self-inoculation method 被引量:7
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作者 Ming LI Ynan-dong LI +3 位作者 Hong-qiang ZHENG Xiao-feng HUANG Ti-jun CHEN Ying MA 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2018年第5期879-889,共11页
The semisolid slurry of the 6061 wrought aluminum alloy was prepared by the self-inoculation method(SIM). The effects of the isothermal holding parameters on microstructures of rheo-diecastings were investigated, an... The semisolid slurry of the 6061 wrought aluminum alloy was prepared by the self-inoculation method(SIM). The effects of the isothermal holding parameters on microstructures of rheo-diecastings were investigated, and the solidification behavior of 6061 wrought aluminum alloy during the rheo-diecasting process was analyzed using OM, SEM, EDS and EBSD. The results indicate that the isothermal holding process during slurry preparation has great effect on primary α(Al) particles(α1), but has little effect on the microstructure of secondary solidification in the process of thin-walled rheo-diecasting. Nucleation is expected to take place in the entire remaining liquid when the remaining liquid fills the die cavity, and the secondary solidification particles(α2) are formed after the process of stable growth, unstable growth and merging. The solute concentration of remaining liquid is higher than that of the original alloy due to the existence of α1 particles, hence the contents of Mg and Si in α2 particles are higher than those in α1 particles. 展开更多
关键词 6061 wrought aluminum alloy solidification behavior primary particle secondary particle RHEO-DIECASTING
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Optimization of ECAP-RAP process for preparing semisolid billet of 6061 aluminum alloy 被引量:6
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作者 Zu-jian Yang Kai-kun Wang Yan Yang 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2020年第6期792-800,共9页
6061 aluminum alloy semisolid billet was prepared by the equal-channel angular processing(ECAP)-recrystallization and partial(RAP)process(a combination of equal-channel angular processing and recrystallization and par... 6061 aluminum alloy semisolid billet was prepared by the equal-channel angular processing(ECAP)-recrystallization and partial(RAP)process(a combination of equal-channel angular processing and recrystallization and partial remelting).The effects of different process parameters on the alloy microstructure were studied and the quantitative relationship between the process parameters and microstructure was established by response surface methodology(RSM)to optimize the process parameters.According to the orthogonal test,the holding temperature and holding time of the four ECAP-RAP process parameters were found to have the greatest impact on the microstructural characteristics,including average grain size and average shape factor.Through RSM,it was also found that when the average grain size or the average shape factor is optimized separately,another will be degraded.When the two indexes were simultaneously considered,the optimal process parameters were found to be a holding temperature of 623°C and holding time of 13 min,and the corresponding average grain size and average shape factor were 35.97μm and 0.8535,respectively.Moreover,comparing the experimental and predicted values,the reliability of the established response surface model was verified. 展开更多
关键词 6061 aluminum alloy equal-channel angular pressing semisolid microstructure response surface methodology
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Evolution of Residual Stresses in Micro-arc Oxidation Ceramic Coatings on 6061 Al Alloy 被引量:4
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作者 SHEN Dejiu CAI Jingrui +1 位作者 GUO Changhong LIU Peiyu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第6期1149-1153,共5页
Most researches on micro-arc oxidation mainly focus on the application rather than discovering the evolution of residual stresses. However, residual stresses in the surface coatings of structural components have adver... Most researches on micro-arc oxidation mainly focus on the application rather than discovering the evolution of residual stresses. However, residual stresses in the surface coatings of structural components have adverse effects on their properties, such as fatigue life, dimensional stability and corrosion resistance, etc. The micro-arc oxidation ceramic coatings are produced on the surfaces of 6061 aluminum alloy by a homemade asymmetric AC type of micro-arc oxidation equipment of 20 kW. A constant current density of 4.4___0.1 A/dm2 and a self-regulated composite electrolyte are used. The micro-arc oxidation treatment period ranges from 10 min to 40 min, and the thickness of the ceramic coatings is more than 20 Bin. Residual stresses attributed to 7-A1203 constituent in the coatings at different micro-arc oxidation periods are analyzed by an X-ray diffractometer using the sin2~u method. The analysis results show that the residual stress in the ceramic coatings is compressive in nature, and it increases first and then decreases with micro-arc oxidation time increase. The maximum stress value is 1 667_+20 MPa for period of 20 min. Through analyzing the coating thickness, surface morphology and phase composition, it is found that the residual stress in the ceramic coatings is linked closely with the coating growth, the phase composition and the micro cracks formed. It is also found that both the heat treatment and the ultrasonic action release remarkably the residual compressive stress. The heat treatment makes the residual compressive stress value decrease 1 378 MPa. The ultrasonic action even alters the nature of the residual stress, making the residual compressive stress change into a residual tensile stress. 展开更多
关键词 residual stress ceramic coating micro-arc oxidation 6061 aluminum alloy
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Preparation of semi-solid 6061 aluminum alloy slurry by serpentine channel pouring 被引量:2
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作者 Nai-yong LI Wei-min MAO Xiao-xin GENG 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2022年第3期739-749,共11页
The semi-solid 6061 aluminum alloy slurry was prepared by a serpentine channel pouring process. The effects of pouring temperature, bend number and bend diameter on the microstructures were investigated. Microstructur... The semi-solid 6061 aluminum alloy slurry was prepared by a serpentine channel pouring process. The effects of pouring temperature, bend number and bend diameter on the microstructures were investigated. Microstructural evolution mechanism of the semi-solid slurry during the pouring process was also analyzed. The results show that the grain is refined and the grain roundness is improved by controlling the pouring temperature close to the liquidus temperature, and the nucleation rate of primary α(Al) grains is effectively increased via increasing the bend number and decreasing the bend diameter. The primary grains are not only formed directly from the alloy melt via chilling nucleation and heterogeneous nucleation, but also evolved from the fractured dendrite fragments. Meanwhile, the heat exchange between the melt and the serpentine channel is increased by the “self-stirring” effect in the melt, which also promotes the refinement and spheroidization of primary α(Al) grains. 展开更多
关键词 6061 aluminum alloy semi-solid slurry serpentine channel microstructural evolution
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Microstructure and mechanical properties of laser beam welding 6061 aluminum alloy with different states 被引量:1
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作者 许飞 陈俐 +2 位作者 巩水利 李晓延 杨璟 《China Welding》 EI CAS 2011年第1期34-38,共5页
With the diversification of manufacture methods, joining the same materials with different states becomes indispensable in practical application. In present work, 6061 aluminum alloys with different states were welded... With the diversification of manufacture methods, joining the same materials with different states becomes indispensable in practical application. In present work, 6061 aluminum alloys with different states were welded by laser beam welding (LBW). The microstructures of welded joint, before and after heat treating, were investigated. The mechanical properties, such as the tensile properties and microhardness , were tested. And the fracture characteristic was observed by means of scanning electron microscope (SEM). The results show that the 6061 aluminum alloys have superior weldability and the microstructures are different significantly in different states. Besides, the grain boundaries of the joint microstructures become unclear after the heat treating. The strength and the elongations of welded joints could reach to those of the base metal. The tensile fracture occurs in the fusion zone and near 6061-0 alloy. And the fracture presents ductile rupture. Therefore, the LBW is an effective method for 6061 aluminum alloy. 展开更多
关键词 different states 6061 aluminum alloy laser beam welding MICROSTRUCTURE tensile properties
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Laser welding of 6061 aluminum alloy sheet with surfactant 被引量:1
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作者 石文玲 杨立军 +1 位作者 王金杰 王小博 《China Welding》 EI CAS 2011年第4期66-70,共5页
Aluminum alloy shows low absorption to laser for its essential high reflection property. In this paper, an active laser welding process is adopted to weld 6061 aluminum alloy with the halide suocactant coated on sheet... Aluminum alloy shows low absorption to laser for its essential high reflection property. In this paper, an active laser welding process is adopted to weld 6061 aluminum alloy with the halide suocactant coated on sheet surface to improve the welding quality. The sheets with surfactant are welded under a series of welding parameters of laser power and welding speed while the plasma plumes in the welding process are recorded by high-speed camera. Then a metaUographic analysis and a transverse tensile test are implemented to assess the sheet butt joint property. The experiments show that the weld depth is deepened and the plasma plume is smaller with surfactant. A well formed weld of 1 mm-thickness sheet of 6061 aluminum alloy can be obtained under laser power of 920 W, welding speed of 7 mm/s, zero defocusing-amount and an argon shielding gas flow of 30 L/min. 展开更多
关键词 SURFACTANT 6061 aluminum alloy laser welding plasma plume
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Unified Principal S-N Equation for Friction Stir Welding of 5083 and 6061 Aluminum Alloys
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作者 Xiangwei Li Ji Fang Xiaoli Guan 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2021年第2期190-200,共11页
With the popularization of friction stir welding(FSW),5083-H321 and 6061-T6 aluminum alloy materials are widely used during the FSW process.In this study,the fatigue life of friction stir welding with two materials,i.... With the popularization of friction stir welding(FSW),5083-H321 and 6061-T6 aluminum alloy materials are widely used during the FSW process.In this study,the fatigue life of friction stir welding with two materials,i.e.,5083-H321 and 6061-T6 aluminum alloy,are studied.Fatigue tests were carried out on the base metal of these two materials as well as on the butt joints and overlapping FSW samples.The principle of the equivalent structural stress method is used to analyze the FSW test data of these two materials.The fatigue resistances of these two materials were com-pared and a unified principal S-N curve equation was fitted.Two key parameters of the unified principal S-N curve obtained by fitting,Cd is 4222.5,and h is 0.2693.A new method for an FSW fatigue life assessment was developed in this study and can be used to calculate the fatigue life of different welding forms with a single S-N curve.Two main fatigue tests of bending and tension were used to verify the unified principal S-N curve equation.The results show that the fatigue life calculated by the unified mean 50%master S-N curve parameters are the closest to the fatigue test results.The reliability,practicability,and generality of the master S-N curve fitting parameters were verified using the test data.The unified principal S-N curve acquired in this study can not only be used in aluminum alloy materials but can also be applied to other materials. 展开更多
关键词 5083 and 6061 aluminum alloy Friction stir welding Master S-N curve Fatigue life
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Superplasticity in an Aluminum Alloy 6061/Al_2O_3p Composite
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作者 Lihong HAN, Jitai NIU and Darning JIANG The National Key Laboratory of Advanced Welding Production Technology, Harbin Institute of Technology, Harbin 150001, China Tsunernichi Imai National Industrial Research 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2001年第6期653-656,共4页
The superplasticity of an Al203p/6061Al composite, fabricated by powder metallurgy techniques, has been investigated. Instead of any special thermomechanical processing or hot rolling, simple ... The superplasticity of an Al203p/6061Al composite, fabricated by powder metallurgy techniques, has been investigated. Instead of any special thermomechanical processing or hot rolling, simple hot extrusion has been employed to obtain a fine grained structure before superplastic testing. Superplastic tensile tests were performed at strain rates ranging from 10-2 to 10-4 s-1 and at temperatures from 833 to 893 K. A maximum elongation of 200% was achieved at a temperature of 853 K and an initial strain rate of 1.67×103 s-1. The highest value obtained for the strain rate sensitivity index (in) was 0.32. Differential scanning calorimeter was used to ascertain the possibility of any partial melting in the vicinity of optimum superplastic temperature. These results suggested that no liquid phase existed where maximum elongation was achieved and deformation took place entirely in the solid state. 展开更多
关键词 AL Superplasticity in an Aluminum alloy 6061/Al2O3p Composite rate high DSC Figure
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Effect of joining temperature on microstructure and properties of diffusion bonded Mg/Al joints 被引量:5
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作者 尚晶 王克鸿 +3 位作者 周琦 张德库 黄俊 葛佳棋 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第8期1961-1966,共6页
The joining of AZ31B Mg alloy to 6061 Al alloy was investigated at different joining temperatures by vacuum diffusion bonding method. The microstructures of Mg/Al dissimilar joints were studied by means of optical mic... The joining of AZ31B Mg alloy to 6061 Al alloy was investigated at different joining temperatures by vacuum diffusion bonding method. The microstructures of Mg/Al dissimilar joints were studied by means of optical microscopy (OM), scanning electron microscopy (SEM) and energy dispersive X-ray (EDX). The results show that the thickness of each layer in the diffusion zone increases with the increase of joining temperature, and the microstructure changes obviously. At joining temperature of 440 °C, the diffusion zone is composed of Mg2Al3 layer and Mg17Al12 layer. At joining temperatures of 460 and 480 °C, the diffusion zone is composed of Mg2Al3 layer, Mg17Al12 layer, eutectic layer of Mg17Al12 and Mg-based solid solution. The width of high-hardness zone in the joint increases with increasing joining temperature, and the micro-hardnesses at different locations in the diffusion zone are significantly different. The joining temperature of 440 °C offers the highest tensile strength of 37 MPa, and the corresponding joint exhibits brittle fracture at the intermetallic compound layer of Mg17Al12. 展开更多
关键词 vacuum diffusion bonding 6061 aluminum alloy AZ31 magnesium alloy dissimilar metal joint MICROSTRUCTURE mechanical property
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Application of artificial neural network to predict Vickers microhardness of AA6061 friction stir welded sheets 被引量:5
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作者 Vahid Moosabeiki Dehabadi Saeede Ghorbanpour Ghasem Azimi 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第9期2146-2155,共10页
The application of friction stir welding(FSW) is growing owing to the omission of difficulties in traditional welding processes. In the current investigation, artificial neural network(ANN) technique was employed to p... The application of friction stir welding(FSW) is growing owing to the omission of difficulties in traditional welding processes. In the current investigation, artificial neural network(ANN) technique was employed to predict the microhardness of AA6061 friction stir welded plates. Specimens were welded employing triangular and tapered cylindrical pins. The effects of thread and conical shoulder of each pin profile on the microhardness of welded zone were studied using tow ANNs through the different distances from weld centerline. It is observed that using conical shoulder tools enhances the quality of welded area. Besides, in both pin profiles threaded pins and conical shoulders increase yield strength and ultimate tensile strength. Mean absolute percentage error(MAPE) for train and test data sets did not exceed 5.4% and 7.48%, respectively. Considering the accurate results and acceptable errors in the models' responses, the ANN method can be used to economize material and time. 展开更多
关键词 friction stir welding artificial neural network aluminum 6061 alloy Vickers microhardness
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Prediction of tensile strength of friction stir welded 6061 Al plates 被引量:4
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作者 Farghaly Ahmed A El-Nikhaily Ahmed E Essa A R S 《China Welding》 EI CAS 2019年第3期1-6,共6页
The present paper investigates the prediction of tensile strength after friction stir welding(FSW)using artificial neural network(ANN)in the MATLAB program.The experimental results are used to develop the mathematical... The present paper investigates the prediction of tensile strength after friction stir welding(FSW)using artificial neural network(ANN)in the MATLAB program.The experimental results are used to develop the mathematical model.The combined influence of welding speed,rotation speed,and axial force on the tensile strength of 6061 Al plates is simulated.Results of the tensile test are used to train and test the ANN model.A multi-layer solution is developed using the ANN model to predict tensile strength.Back propagation(BP)method is initially trained using 80%of the experimental data,then,testing is performed with the rest of the data.Results indicate that predicted values are close to the corresponding measured values. 展开更多
关键词 PREDICTION friction stir welding 6061 aluminum alloy artificial neural network model
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Stress based forming limit diagram for formability characterization of 6061 aluminum 被引量:2
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作者 R.SAFDARIAN 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2016年第9期2433-2441,共9页
Two numerical criteria of forming limit diagram(FLD) criterion and ductile fracture criterion(DFC) are presented for FLD prediction of 6061 aluminum. The numerical results are compared with the experimental FLD an... Two numerical criteria of forming limit diagram(FLD) criterion and ductile fracture criterion(DFC) are presented for FLD prediction of 6061 aluminum. The numerical results are compared with the experimental FLD and also punch's load-displacement curve of experimental samples. Experimental FLD of this study is calculated using hemispherical punch test of Hecker. Experimental FLD is converted to FLSD and imported to the Abaqus software to predict necking of samples. Numerical results for FLSD prediction were compared with experimental FLSD. Results show that ductile fracture criterion has higher accuracy for FLD and FLSD prediction of 6061 aluminum. Comparison of numerical and experimental results for force-displacement curve of punch shows that numerical results have a good agreement with experiment. 展开更多
关键词 aluminum alloy 6061 forming limit diagram(FLD) forming limit stress diagram(FLSD) ductile fracture criterion finite element method
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Joint Characteristics and Corrosion Properties of Bypass-Current Double-Sided Arc-Welded Aluminum 6061 Alloy with Al–Si Filler Metal 被引量:3
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作者 Yu-Gang Miao Ben-Shun Zhang +3 位作者 Bin-Tao Wu Xiao-Xiao Wang Guang-Yu Chen Duan-Feng Han 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2016年第4期360-366,共7页
Sheets of aluminum 6061 alloy were welded using bypass-current double-sided arc welding with Al-Si filler wire to investigate the effect of Al-Si intermetallic compounds on the microstructure, microhardness and corros... Sheets of aluminum 6061 alloy were welded using bypass-current double-sided arc welding with Al-Si filler wire to investigate the effect of Al-Si intermetallic compounds on the microstructure, microhardness and corrosion behavior of weld joint. Experimental results indicated that the Al4.5FeSi phase in the topside of the weld joint was finer than that in the backside and newly formed phase of Al0.5Fe3Si0.5 was observed in the backside. The formation of reinforcing phases of Al-Fe-Si in the weld improved the microhardness of the weld by about 18%. The corrosion resistance of the weld zone was greater than that of the base metal, while the corrosion current displayed opposite, and the corrosion resistance of the weld region was better than that of the base metal. 展开更多
关键词 Bypass-current double-sided arc welding Aluminum 6061 alloy Joint characteristics Interface analysis Microhardness Corrosion behavior
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