Due to the large unexplored compositional space,long development cycle,and high cost of traditional trial-anderror experiments,designing high strength aluminum-lithium alloys is a great challenge.This work establishes...Due to the large unexplored compositional space,long development cycle,and high cost of traditional trial-anderror experiments,designing high strength aluminum-lithium alloys is a great challenge.This work establishes a performance-oriented machine learning design strategy for aluminum-lithium alloys to simplify and shorten the development cycle.The calculation results indicate that radial basis function(RBF)neural networks exhibit better predictive ability than back propagation(BP)neural networks.The RBF neural network predicted tensile and yield strengths with determination coefficients of 0.90 and 0.96,root mean square errors of 30.68 and 25.30,and mean absolute errors of 28.15 and 19.08,respectively.In the validation experiment,the comparison between experimental data and predicted data demonstrated the robustness of the two neural network models.The tensile and yield strengths of Al-2Li-1Cu-3Mg-0.2Zr(wt.%)alloy are 17.8 and 3.5 MPa higher than those of the Al-1Li4.5Cu-0.2Zr(wt.%)alloy,which has the best overall performance,respectively.It demonstrates the reliability of the neural network model in designing high strength aluminum-lithium alloys,which provides a way to improve research and development efficiency.展开更多
Friction stir welding was used to join two AA2060-T8 plates,and then the effect of precipitate evolution on microstructure and corrosion behavior of the joint was investigated.The evolution of precipitates on the top ...Friction stir welding was used to join two AA2060-T8 plates,and then the effect of precipitate evolution on microstructure and corrosion behavior of the joint was investigated.The evolution of precipitates on the top surface of the joint was characterized by scanning electron microscopy and transmission electron microscopy.The corrosion behaviors of different regions in the joint were investigated by an electrochemistry method and an alternating salt spray exposure.The corrosion was mainly dependent on the nature of precipitates in each region of the joint.The shoulder affected zone had the worst corrosion resistance as a result of the re-dissolved ofθ′(Al2Cu),T1(Al2CuLi)andδ′(Al3Li)phases,the formation of intergranular precipitates and precipitate-free zones.However,the thermomechanically affected zone had a slightly improved corrosion resistance because it had no intergranular precipitates.The heat affected zone and base metal had the best corrosion resistance.展开更多
The microstructure evolution and damage development of the third-generation Al-Li alloy 2060 (T8) were studied using in situ bending tests. Specimens were loaded with a series of punches of different radii, and the ...The microstructure evolution and damage development of the third-generation Al-Li alloy 2060 (T8) were studied using in situ bending tests. Specimens were loaded with a series of punches of different radii, and the microstructure evolution was studied by scanning electron microscopy, electron backscatter diffraction, and digital image correlation (DIC) methods. The evolution of the microscopic fracture strain distribution and microstructure in 2060 alloy during bending was characterized, where the dispersion distribution of precipitates was recorded by backscattered electron imaging and later inputted into a DIC system for strain calculations. The experimental results showed that strain localization in the free surface of bent specimens induced damage to the microstructure. The region of crack initiation lies on the free surface with maximum strain, and the shear crack propagates along the macro-shear band in the early stages of bending. Crack propagation in the later stages was interpreted on the basis of the conventional mechanism of ductile fracture.展开更多
In this study, we examined the evolution of the texture and mechanical properties of 2060 (T8) alloy during bending. A pixel rotation method (PRM) was proposed and used to characterize the textural evolution durin...In this study, we examined the evolution of the texture and mechanical properties of 2060 (T8) alloy during bending. A pixel rotation method (PRM) was proposed and used to characterize the textural evolution during bending determined by electron backscatter diffraction. The results showed that the textural components changed insignificantly, with the exception of a decrease in the cube texture. The tensile and yielding properties of the alloy were evaluated at three different orientations with respect to the rolling direction. The mechanical strength was found to increase in three directions with decreasing bending radius; thus, it was concluded that the 2060 (T8) alloy sheet satisfies the usage requirement after bending deformation.展开更多
The thresholds of short fatigue cracks for aluminum-lithium alloys 2090 and 2090+Ce are quantitatively evaluated. The essential reason resulting in stronger short crack effect has been ascertained. Influence of cerium...The thresholds of short fatigue cracks for aluminum-lithium alloys 2090 and 2090+Ce are quantitatively evaluated. The essential reason resulting in stronger short crack effect has been ascertained. Influence of cerium on the threshold of short fatigue cracks for aluminum-lithium alloy 2090 was investigated. The results show that, by adding Ce into this alloy, DeltaK(i) and DeltaK(Cl.th) are increased. The influence mechanism of Ce on the threshold of short fatigue crack for alloy 2090 was explored fi om the bound energy, T, phase, the energy of anti-phase boundary, the energy of super-lattice intrinsic stacking fault and the electron bonds. By adding Ce into alloy 2090, the bound energy of Cu atom in this alloy is increased; the effect of thinning and dispersing T, phase is obtained; the effect of increasing the energy of anti-phase boundary and decreasing the energy of super-lattice intrinsic stacking fault for delta ' phase can be achieved.展开更多
采用不同频率的高频脉冲电流耦合交流CMT(cold metal transfer)焊,分别以ER4043及ER5356焊丝为填充材料,对2060铝锂合金进行焊接。结果表明,不同频率的高频脉冲电流对焊接接头的气孔数量及大小影响显著。耦合高频电流焊接后,焊缝中心的...采用不同频率的高频脉冲电流耦合交流CMT(cold metal transfer)焊,分别以ER4043及ER5356焊丝为填充材料,对2060铝锂合金进行焊接。结果表明,不同频率的高频脉冲电流对焊接接头的气孔数量及大小影响显著。耦合高频电流焊接后,焊缝中心的气孔数量减少,气孔大都集中在熔合线及焊缝边缘;与填充ER4043焊丝相比,填充ER5356焊丝的气孔数量少,尺寸也较小。不同的脉冲频率均能不同程度地细化显微组织,填充焊丝为ER4043,脉冲频率为40 k Hz时,组织细化现象显著,接头各区的硬度较高;填充焊丝为ER5356,脉冲频率为60、70 k Hz时,组织细化现象显著,接头各区的硬度较高。展开更多
For the purpose of decreasing the applied limitation resulting from the anisotropic mechanical property of Al-Li alloy 2195, this study employed a complex heat treatment process, involving the pre-tension, thermo-infi...For the purpose of decreasing the applied limitation resulting from the anisotropic mechanical property of Al-Li alloy 2195, this study employed a complex heat treatment process, involving the pre-tension, thermo-infiltration of the rare earth element Ce, solution treatment, and artificial aging technology. The results indicate that the infiltration of rare earth element Ce benefits the abatement of anisotropy of Al-Li alloy 2195 sheet, in contrast with that of the normal heat treatment process. The gradient of the Vickers-hardness decreases at least 50% through the thickness, and the tensile strength in the rolling direction also increases significantly. If Ce was infiltrated into the alloy under the optimum pre-deformation, the yield strength (σ0.2) increased by 30 MPa while the tensile strength (σb) enhanced by 25 MPa compared to the rare earth free samples. Meanwhile, the fractography illustrated that the fracture surface of the sample became more desirable.展开更多
采用不同焊接压力对2060-T8铝锂合金进行了顶锻式摩擦塞补焊试验研究,分析了接头微观组织特征,第二相分布规律以及力学性能。结果表明:增大焊接压力可有效消除接头未焊合及孔洞缺陷。接头热影响区晶粒尺寸增大,热机械影响区及塞棒热机...采用不同焊接压力对2060-T8铝锂合金进行了顶锻式摩擦塞补焊试验研究,分析了接头微观组织特征,第二相分布规律以及力学性能。结果表明:增大焊接压力可有效消除接头未焊合及孔洞缺陷。接头热影响区晶粒尺寸增大,热机械影响区及塞棒热机械影响区晶粒发生明显塑性变形,母材与塞棒之间产生了细小的等轴晶组织。接头不同区域较母材均发生软化,硬度最低值出现在塞棒热机械影响区,约为90 HV。当焊接压力为30 k N时,接头抗拉强度最高,达到378.9 MPa,断后伸长率为5.9%,接头系数为0.746。接头断裂方式为韧性断裂。展开更多
The microstructure of dislocation in two kinds of ahiminum-lithium alloys 2090 and 2090 + Ce was observed by means of TEM technology. The contributions of δ' and T1 precipitates to strength were separately calculat...The microstructure of dislocation in two kinds of ahiminum-lithium alloys 2090 and 2090 + Ce was observed by means of TEM technology. The contributions of δ' and T1 precipitates to strength were separately calculated by using the results of quantitative metallography and analysis of micro-deformation behavior; the co-strengthening effect of δ' and T1 precipitates was studied. The results show that the adding relationship of co-strengthening of δ' and T1 is in accordance with q = 1.4 form at the near peak-aged condition, i.e., △τ^1.4δ = △τ^1.4δ+ △τ^1.4T1, but the adding relationship is approximately a linear relation (q = 1) at the under-aged condition and becomes the parabola form when over-aged (q = 2). The adding relationship of co-strengthening contribution of δ' and T1 is obviously dependent on aging time.展开更多
The influence of aging temperature and time on fracture feature of monotonic tensile samples of alumi-num-Iithium alloy 2090+Ce was investigated.The effects and mechanisms of extrinsic strengthening during aging for t...The influence of aging temperature and time on fracture feature of monotonic tensile samples of alumi-num-Iithium alloy 2090+Ce was investigated.The effects and mechanisms of extrinsic strengthening during aging for this alloy with a flat unrecrystallized structure were discussed.The mechanisms were analysed from four aspects.The theory of extrinsic strengthening from the delamination strengthening was presented.The results in this research show that the strength and ductility of aluminum-lithium alloy with a flat unrecrystallized structure are superior to those with recrystallized structure.Several reasons have been advanced for the ductility improvement effect of flat uncrystallized structure,including wedging action between flat grain,action of short-transverse delamination on impeding the growth of main crack,action on the reduction in the detrimental influence of weak grain boundaries and action on impeding the intergranular fracture on main fracture surface.The strengthening effect of flat uncrystallized structure is attributed to the extrinsic strengthening derived from delamination strengthening.From underage to peakage,the fracture mode of this alloy is transgranular fracture plus short-transverse delamination.The tendency of short-transverse delamination in creases with aging,thereby enhancing the delamination strengtheniag effect.Under overaging condition,the fracture mode is predominately intersubgranular,which results in the loss of delamination strengthening.展开更多
基金supported by the National Natural Science Foundation of China(Nos.52074246,52275390,52205429,52201146)National Defense Basic Scientific Research Program of China(JCKY2020408B002)Key Research and Development Program of Shanxi Province(202102050201011,202202050201014).
文摘Due to the large unexplored compositional space,long development cycle,and high cost of traditional trial-anderror experiments,designing high strength aluminum-lithium alloys is a great challenge.This work establishes a performance-oriented machine learning design strategy for aluminum-lithium alloys to simplify and shorten the development cycle.The calculation results indicate that radial basis function(RBF)neural networks exhibit better predictive ability than back propagation(BP)neural networks.The RBF neural network predicted tensile and yield strengths with determination coefficients of 0.90 and 0.96,root mean square errors of 30.68 and 25.30,and mean absolute errors of 28.15 and 19.08,respectively.In the validation experiment,the comparison between experimental data and predicted data demonstrated the robustness of the two neural network models.The tensile and yield strengths of Al-2Li-1Cu-3Mg-0.2Zr(wt.%)alloy are 17.8 and 3.5 MPa higher than those of the Al-1Li4.5Cu-0.2Zr(wt.%)alloy,which has the best overall performance,respectively.It demonstrates the reliability of the neural network model in designing high strength aluminum-lithium alloys,which provides a way to improve research and development efficiency.
基金Beijing Natural Science Foundation (Grant No. 3194048)China Friction Stir Welding Center and to Beijing Key Laboratory of Pipeline Critical Technology and Equipment for Deepwater Oil & Gas Development (Grant No. BIPT2018006) for the financial support
文摘Friction stir welding was used to join two AA2060-T8 plates,and then the effect of precipitate evolution on microstructure and corrosion behavior of the joint was investigated.The evolution of precipitates on the top surface of the joint was characterized by scanning electron microscopy and transmission electron microscopy.The corrosion behaviors of different regions in the joint were investigated by an electrochemistry method and an alternating salt spray exposure.The corrosion was mainly dependent on the nature of precipitates in each region of the joint.The shoulder affected zone had the worst corrosion resistance as a result of the re-dissolved ofθ′(Al2Cu),T1(Al2CuLi)andδ′(Al3Li)phases,the formation of intergranular precipitates and precipitate-free zones.However,the thermomechanically affected zone had a slightly improved corrosion resistance because it had no intergranular precipitates.The heat affected zone and base metal had the best corrosion resistance.
基金financially supported by the Commercial Aircraft Corporation of China, Ltd.
文摘The microstructure evolution and damage development of the third-generation Al-Li alloy 2060 (T8) were studied using in situ bending tests. Specimens were loaded with a series of punches of different radii, and the microstructure evolution was studied by scanning electron microscopy, electron backscatter diffraction, and digital image correlation (DIC) methods. The evolution of the microscopic fracture strain distribution and microstructure in 2060 alloy during bending was characterized, where the dispersion distribution of precipitates was recorded by backscattered electron imaging and later inputted into a DIC system for strain calculations. The experimental results showed that strain localization in the free surface of bent specimens induced damage to the microstructure. The region of crack initiation lies on the free surface with maximum strain, and the shear crack propagates along the macro-shear band in the early stages of bending. Crack propagation in the later stages was interpreted on the basis of the conventional mechanism of ductile fracture.
基金financially supported by the Commercial Aircraft Corporation of China Ltd
文摘In this study, we examined the evolution of the texture and mechanical properties of 2060 (T8) alloy during bending. A pixel rotation method (PRM) was proposed and used to characterize the textural evolution during bending determined by electron backscatter diffraction. The results showed that the textural components changed insignificantly, with the exception of a decrease in the cube texture. The tensile and yielding properties of the alloy were evaluated at three different orientations with respect to the rolling direction. The mechanical strength was found to increase in three directions with decreasing bending radius; thus, it was concluded that the 2060 (T8) alloy sheet satisfies the usage requirement after bending deformation.
文摘The thresholds of short fatigue cracks for aluminum-lithium alloys 2090 and 2090+Ce are quantitatively evaluated. The essential reason resulting in stronger short crack effect has been ascertained. Influence of cerium on the threshold of short fatigue cracks for aluminum-lithium alloy 2090 was investigated. The results show that, by adding Ce into this alloy, DeltaK(i) and DeltaK(Cl.th) are increased. The influence mechanism of Ce on the threshold of short fatigue crack for alloy 2090 was explored fi om the bound energy, T, phase, the energy of anti-phase boundary, the energy of super-lattice intrinsic stacking fault and the electron bonds. By adding Ce into alloy 2090, the bound energy of Cu atom in this alloy is increased; the effect of thinning and dispersing T, phase is obtained; the effect of increasing the energy of anti-phase boundary and decreasing the energy of super-lattice intrinsic stacking fault for delta ' phase can be achieved.
文摘采用不同频率的高频脉冲电流耦合交流CMT(cold metal transfer)焊,分别以ER4043及ER5356焊丝为填充材料,对2060铝锂合金进行焊接。结果表明,不同频率的高频脉冲电流对焊接接头的气孔数量及大小影响显著。耦合高频电流焊接后,焊缝中心的气孔数量减少,气孔大都集中在熔合线及焊缝边缘;与填充ER4043焊丝相比,填充ER5356焊丝的气孔数量少,尺寸也较小。不同的脉冲频率均能不同程度地细化显微组织,填充焊丝为ER4043,脉冲频率为40 k Hz时,组织细化现象显著,接头各区的硬度较高;填充焊丝为ER5356,脉冲频率为60、70 k Hz时,组织细化现象显著,接头各区的硬度较高。
基金Project supported by the National Key Laboratory of Precision Thermal Treatment , Harbin Institute of Technology(51471050105HK0101)
文摘For the purpose of decreasing the applied limitation resulting from the anisotropic mechanical property of Al-Li alloy 2195, this study employed a complex heat treatment process, involving the pre-tension, thermo-infiltration of the rare earth element Ce, solution treatment, and artificial aging technology. The results indicate that the infiltration of rare earth element Ce benefits the abatement of anisotropy of Al-Li alloy 2195 sheet, in contrast with that of the normal heat treatment process. The gradient of the Vickers-hardness decreases at least 50% through the thickness, and the tensile strength in the rolling direction also increases significantly. If Ce was infiltrated into the alloy under the optimum pre-deformation, the yield strength (σ0.2) increased by 30 MPa while the tensile strength (σb) enhanced by 25 MPa compared to the rare earth free samples. Meanwhile, the fractography illustrated that the fracture surface of the sample became more desirable.
文摘采用不同焊接压力对2060-T8铝锂合金进行了顶锻式摩擦塞补焊试验研究,分析了接头微观组织特征,第二相分布规律以及力学性能。结果表明:增大焊接压力可有效消除接头未焊合及孔洞缺陷。接头热影响区晶粒尺寸增大,热机械影响区及塞棒热机械影响区晶粒发生明显塑性变形,母材与塞棒之间产生了细小的等轴晶组织。接头不同区域较母材均发生软化,硬度最低值出现在塞棒热机械影响区,约为90 HV。当焊接压力为30 k N时,接头抗拉强度最高,达到378.9 MPa,断后伸长率为5.9%,接头系数为0.746。接头断裂方式为韧性断裂。
文摘The microstructure of dislocation in two kinds of ahiminum-lithium alloys 2090 and 2090 + Ce was observed by means of TEM technology. The contributions of δ' and T1 precipitates to strength were separately calculated by using the results of quantitative metallography and analysis of micro-deformation behavior; the co-strengthening effect of δ' and T1 precipitates was studied. The results show that the adding relationship of co-strengthening of δ' and T1 is in accordance with q = 1.4 form at the near peak-aged condition, i.e., △τ^1.4δ = △τ^1.4δ+ △τ^1.4T1, but the adding relationship is approximately a linear relation (q = 1) at the under-aged condition and becomes the parabola form when over-aged (q = 2). The adding relationship of co-strengthening contribution of δ' and T1 is obviously dependent on aging time.
文摘The influence of aging temperature and time on fracture feature of monotonic tensile samples of alumi-num-Iithium alloy 2090+Ce was investigated.The effects and mechanisms of extrinsic strengthening during aging for this alloy with a flat unrecrystallized structure were discussed.The mechanisms were analysed from four aspects.The theory of extrinsic strengthening from the delamination strengthening was presented.The results in this research show that the strength and ductility of aluminum-lithium alloy with a flat unrecrystallized structure are superior to those with recrystallized structure.Several reasons have been advanced for the ductility improvement effect of flat uncrystallized structure,including wedging action between flat grain,action of short-transverse delamination on impeding the growth of main crack,action on the reduction in the detrimental influence of weak grain boundaries and action on impeding the intergranular fracture on main fracture surface.The strengthening effect of flat uncrystallized structure is attributed to the extrinsic strengthening derived from delamination strengthening.From underage to peakage,the fracture mode of this alloy is transgranular fracture plus short-transverse delamination.The tendency of short-transverse delamination in creases with aging,thereby enhancing the delamination strengtheniag effect.Under overaging condition,the fracture mode is predominately intersubgranular,which results in the loss of delamination strengthening.