首页 > 最新文献

International Journal of Material Forming最新文献

英文 中文
Subscale modeling of material flow in orthogonal metal cutting 正交金属切削过程中材料流动的亚尺度建模
IF 2.6 3区 材料科学 Q2 ENGINEERING, MANUFACTURING Pub Date : 2025-01-13 DOI: 10.1007/s12289-025-01875-x
Ahmet Semih Erturk, Ragnar Larsson

Enhanced simulation capability for the cutting process is crucial to making quick evaluations of cutting forces and temperatures, which are significant for assessing the machinability of the workpiece material and predicting tool wear. In this paper, the material flow in orthogonal cutting, including primary and secondary shear zones, is represented by a viscous/viscoplastic model that includes the temperature-sensitive Johnson-Cook flow stress model. A stabilized staggered finite element procedure is developed to handle incompressible Navier-Stokes material flow in combination with convection-dominated hardening and thermomechanical interaction. To handle material flow at tool-workpiece contact, a mixed method is used to reduce spurious oscillations in contact stresses along with simplified heat transfer in the tool-workpiece interface. A novel feature is that the velocity field is resolved as a subscale field to the velocity field of the distributed primary zone deformation model. It appears that the finite element solution to the subscale material flow model is significantly more cost-effective in contrast to directly addressing the velocity field and compared to the chip-forming simulations (DEFORM 2D). The cutting forces, temperature, and stress-strain state of the material in the critical deformation regions can be accurately estimated using the subscale model. The results obtained show that the trend of the estimated forces and temperatures is consistent with our experimental measurements, the DEFORM 2D simulations, and the experimental data from the literature.

增强的切削过程仿真能力对于快速评估切削力和切削温度至关重要,这对于评估工件材料的可加工性和预测刀具磨损具有重要意义。在本文中,材料在正交切削过程中的流动,包括初级剪切区和次级剪切区,用粘/粘塑性模型来表示,其中包括温度敏感的Johnson-Cook流动应力模型。建立了一种稳定的交错有限元程序来处理不可压缩的Navier-Stokes材料流,结合对流主导的硬化和热-机械相互作用。为了处理刀具-工件接触处的材料流动,采用混合方法减少接触应力的伪振荡,同时简化刀具-工件界面的传热。其新颖之处在于将速度场分解为分布式原生带变形模型速度场的子尺度场。与直接求解速度场和芯片成形模拟(DEFORM 2D)相比,亚尺度材料流模型的有限元解决方案似乎更具成本效益。利用亚尺度模型可以准确地估计临界变形区域材料的切削力、温度和应力应变状态。得到的结果表明,估计的力和温度的趋势与我们的实验测量、DEFORM 2D模拟和文献中的实验数据一致。
{"title":"Subscale modeling of material flow in orthogonal metal cutting","authors":"Ahmet Semih Erturk,&nbsp;Ragnar Larsson","doi":"10.1007/s12289-025-01875-x","DOIUrl":"10.1007/s12289-025-01875-x","url":null,"abstract":"<div><p>Enhanced simulation capability for the cutting process is crucial to making quick evaluations of cutting forces and temperatures, which are significant for assessing the machinability of the workpiece material and predicting tool wear. In this paper, the material flow in orthogonal cutting, including primary and secondary shear zones, is represented by a viscous/viscoplastic model that includes the temperature-sensitive Johnson-Cook flow stress model. A stabilized staggered finite element procedure is developed to handle incompressible Navier-Stokes material flow in combination with convection-dominated hardening and thermomechanical interaction. To handle material flow at tool-workpiece contact, a mixed method is used to reduce spurious oscillations in contact stresses along with simplified heat transfer in the tool-workpiece interface. A novel feature is that the velocity field is resolved as a subscale field to the velocity field of the distributed primary zone deformation model. It appears that the finite element solution to the subscale material flow model is significantly more cost-effective in contrast to directly addressing the velocity field and compared to the chip-forming simulations (DEFORM 2D). The cutting forces, temperature, and stress-strain state of the material in the critical deformation regions can be accurately estimated using the subscale model. The results obtained show that the trend of the estimated forces and temperatures is consistent with our experimental measurements, the DEFORM 2D simulations, and the experimental data from the literature.</p></div>","PeriodicalId":591,"journal":{"name":"International Journal of Material Forming","volume":"18 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12289-025-01875-x.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142962888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hot stamping of ultra-thin titanium sheets: mechanical properties, fracture limit and process verification 超薄钛板热冲压:力学性能、断裂极限及工艺验证
IF 2.6 3区 材料科学 Q2 ENGINEERING, MANUFACTURING Pub Date : 2024-12-27 DOI: 10.1007/s12289-024-01874-4
Xianglu Zhang, Nan Guo, Yuhang Xia, Xu Zhao, Daijun Yang, Junying Min, Pingwen Ming, Cunman Zhang

Owing to the competitive advantages such as a high strength-to-weight ratio and excellent corrosion resistance, ultra-thin titanium sheets are considered one of the most promising bipolar plate substrates for proton exchange membrane fuel cells and are receiving increasing attention. However, due to their limited formability at room temperature, titanium bipolar plates are challenging to form, especially as the complexity of the flow channels increase continuously. In this study, the flow behavior and mechanical properties of ultra-thin titanium sheets at elevated temperatures were investigated, and their fracture limits were characterized to provide guidance for determining the process window. Finally, a lab-scale titanium bipolar plate was trial-fabricated using hot stamping at 700 ℃ with an on-site electric heating system. The results reveal that both the forming limit and dimensional accuracy of the titanium bipolar plates can be clearly improved, confirming the feasibility of the hot stamping process.

由于超薄钛板具有高强度重量比和优异的耐腐蚀性等竞争优势,被认为是质子交换膜燃料电池最有前途的双极板衬底之一,并受到越来越多的关注。然而,由于其在室温下的可成形性有限,钛双极板的成形具有挑战性,特别是随着流动通道的复杂性不断增加。在本研究中,研究了超薄钛板在高温下的流动行为和力学性能,并对其断裂极限进行了表征,为工艺窗口的确定提供指导。最后,利用现场电加热系统,在700℃温度下进行热冲压,试制了实验室规模的钛双极板。结果表明,热冲压工艺可以明显提高钛双极板的成形极限和尺寸精度,证实了热冲压工艺的可行性。
{"title":"Hot stamping of ultra-thin titanium sheets: mechanical properties, fracture limit and process verification","authors":"Xianglu Zhang,&nbsp;Nan Guo,&nbsp;Yuhang Xia,&nbsp;Xu Zhao,&nbsp;Daijun Yang,&nbsp;Junying Min,&nbsp;Pingwen Ming,&nbsp;Cunman Zhang","doi":"10.1007/s12289-024-01874-4","DOIUrl":"10.1007/s12289-024-01874-4","url":null,"abstract":"<div><p>Owing to the competitive advantages such as a high strength-to-weight ratio and excellent corrosion resistance, ultra-thin titanium sheets are considered one of the most promising bipolar plate substrates for proton exchange membrane fuel cells and are receiving increasing attention. However, due to their limited formability at room temperature, titanium bipolar plates are challenging to form, especially as the complexity of the flow channels increase continuously. In this study, the flow behavior and mechanical properties of ultra-thin titanium sheets at elevated temperatures were investigated, and their fracture limits were characterized to provide guidance for determining the process window. Finally, a lab-scale titanium bipolar plate was trial-fabricated using hot stamping at 700 ℃ with an on-site electric heating system. The results reveal that both the forming limit and dimensional accuracy of the titanium bipolar plates can be clearly improved, confirming the feasibility of the hot stamping process.</p></div>","PeriodicalId":591,"journal":{"name":"International Journal of Material Forming","volume":"18 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142889648","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental and numerical analysis of deformation and residual stress produced by stressing ultrasonic impact forming (SUIF) 应力超声冲击成形(SUIF)变形与残余应力的实验与数值分析
IF 2.6 3区 材料科学 Q2 ENGINEERING, MANUFACTURING Pub Date : 2024-12-18 DOI: 10.1007/s12289-024-01873-5
Chaobo Guo, Lulu Cui, Kai Tao, Huimin Wang

Ultrasonic impact forming (UIF) is an essential cold working process for forming large thin-walled components. Stressing ultrasonic impact forming (SUIF) can produce more deformation than UIF in the prebending direction. In this paper, a four-step numerical model including prestress submodel, impact treatment submodel, data transfer submodel and prestress forming submodel is developed to simulate the SUIF process. The effect of nonuniform residual stress on plate deformation is investigated, the change regulation of residual stress is discussed, the effect of elastic prebending radius on the plate deformation is analyzed. The narrow plate can obtain a nearly single curvature deformation by SUIF. Compared to narrow plate, the square plate can produce smaller deformation in device offset direction. Compared to UIF, SUIF can produce smaller compressive stress in the top surface layer, larger tensile stresses in device moving direction, and smaller tensile stresses in device offset direction; SUIF can produce larger deformation in device offset direction. With the decrease in prebending radius, compressive residual stresses changes little, and the tensile stress increases in the device offset direction, the deformation increases in the device offset direction and decreases in the device moving direction.

超声冲击成形是制造大型薄壁件必不可少的冷加工工艺。应力超声冲击成形(SUIF)在预弯方向上比UIF产生更大的变形。本文建立了包括预应力子模型、冲击处理子模型、数据传输子模型和预应力成形子模型在内的四步数值模型来模拟SUIF过程。研究了非均匀残余应力对板变形的影响,讨论了残余应力的变化规律,分析了弹性预弯半径对板变形的影响。窄板可获得近似单曲率变形。与窄板相比,方形板在器件偏移方向上产生的变形较小。与UIF相比,SUIF在顶面层产生较小的压应力,在器件移动方向产生较大的拉应力,在器件偏移方向产生较小的拉应力;SUIF在器件偏移方向上产生较大的变形。随着预弯半径的减小,残余压应力变化不大,拉伸应力在器件偏移方向上增大,变形在器件偏移方向上增大,在器件移动方向上减小。
{"title":"Experimental and numerical analysis of deformation and residual stress produced by stressing ultrasonic impact forming (SUIF)","authors":"Chaobo Guo,&nbsp;Lulu Cui,&nbsp;Kai Tao,&nbsp;Huimin Wang","doi":"10.1007/s12289-024-01873-5","DOIUrl":"10.1007/s12289-024-01873-5","url":null,"abstract":"<div><p>Ultrasonic impact forming (UIF) is an essential cold working process for forming large thin-walled components. Stressing ultrasonic impact forming (SUIF) can produce more deformation than UIF in the prebending direction. In this paper, a four-step numerical model including prestress submodel, impact treatment submodel, data transfer submodel and prestress forming submodel is developed to simulate the SUIF process. The effect of nonuniform residual stress on plate deformation is investigated, the change regulation of residual stress is discussed, the effect of elastic prebending radius on the plate deformation is analyzed. The narrow plate can obtain a nearly single curvature deformation by SUIF. Compared to narrow plate, the square plate can produce smaller deformation in device offset direction. Compared to UIF, SUIF can produce smaller compressive stress in the top surface layer, larger tensile stresses in device moving direction, and smaller tensile stresses in device offset direction; SUIF can produce larger deformation in device offset direction. With the decrease in prebending radius, compressive residual stresses changes little, and the tensile stress increases in the device offset direction, the deformation increases in the device offset direction and decreases in the device moving direction.</p></div>","PeriodicalId":591,"journal":{"name":"International Journal of Material Forming","volume":"18 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142844726","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of geometric parameters of screw type blind rivet joints on large blind head formation and pre-load 螺钉型抽芯铆钉接头的几何参数对大盲头形成和预紧力的影响
IF 2.6 3区 材料科学 Q2 ENGINEERING, MANUFACTURING Pub Date : 2024-12-18 DOI: 10.1007/s12289-024-01862-8
Jiaming Feng, Jingdong Zhang, Tong Chen, Xu Wu, Ridong Liao

Due to the labor-saving one-sided installation and little composite damage, screw type blind rivets are widely used for clinching composite structures in the aerospace field. However, there is a lack of comprehensive understanding of their setting process and the effects of geometric parameters on the large blind head formation and pre-load. In this paper, a 3D finite element model of a typical screw type blind rivet was built and validated by experimental results. According to the simulation results, it was found that the large blind head’s shape and pre-load were highly sensitive to the thickness ratio of insert and sleeve, the height ratio of insert and sleeve, the tapered angle of the nut body nose and the inclining angle, while the tapered angle of sheet and the height ratio of insert and sleeve’s inner stepped surface had relatively little impacts. Specifically, the thickness ratio, height ratio and nose angle had the suitable ranges, not within which an unqualified blind head with minor pre-load, small diameter, or (and) prohibited double flexures would occur. The pre-load is inversely proportional to inclining angle, whose optimum is 0°. In addition, the divided stages revealed the drop of pre-load caused by instability, while no instability took place in large thickness ratio. The accurate and reliable 3D model would build confidence in improving joint integrity and in further studying the failure mechanisms of joints, including loosening and composite damage.

螺旋型盲铆钉由于具有单面安装省力、复合材料损伤小等优点,在航空航天领域广泛应用于复合材料结构的紧固。然而,对于它们的设置过程以及几何参数对大盲头形成和预载荷的影响还缺乏全面的认识。建立了典型螺杆型盲铆钉的三维有限元模型,并通过试验结果进行了验证。仿真结果表明,大盲头的形状和预载荷对插套厚度比、插套高度比、螺母体前端锥度角和倾斜角高度敏感,而对板锥度角和插套内台阶面高度比的影响相对较小。具体来说,厚度比、高度比和机头角都有合适的范围,超出这个范围就会出现预载荷小、直径小或(和)禁止双挠曲的不合格盲头。预紧力与倾角成反比,最佳倾角为0°。此外,分段显示失稳引起预紧力下降,而在大厚度比下未发生失稳。准确可靠的三维模型将为提高关节的完整性和进一步研究关节的破坏机制(包括松动和复合损伤)建立信心。
{"title":"Effects of geometric parameters of screw type blind rivet joints on large blind head formation and pre-load","authors":"Jiaming Feng,&nbsp;Jingdong Zhang,&nbsp;Tong Chen,&nbsp;Xu Wu,&nbsp;Ridong Liao","doi":"10.1007/s12289-024-01862-8","DOIUrl":"10.1007/s12289-024-01862-8","url":null,"abstract":"<div><p>Due to the labor-saving one-sided installation and little composite damage, screw type blind rivets are widely used for clinching composite structures in the aerospace field. However, there is a lack of comprehensive understanding of their setting process and the effects of geometric parameters on the large blind head formation and pre-load. In this paper, a 3D finite element model of a typical screw type blind rivet was built and validated by experimental results. According to the simulation results, it was found that the large blind head’s shape and pre-load were highly sensitive to the thickness ratio of insert and sleeve, the height ratio of insert and sleeve, the tapered angle of the nut body nose and the inclining angle, while the tapered angle of sheet and the height ratio of insert and sleeve’s inner stepped surface had relatively little impacts. Specifically, the thickness ratio, height ratio and nose angle had the suitable ranges, not within which an unqualified blind head with minor pre-load, small diameter, or (and) prohibited double flexures would occur. The pre-load is inversely proportional to inclining angle, whose optimum is 0°. In addition, the divided stages revealed the drop of pre-load caused by instability, while no instability took place in large thickness ratio. The accurate and reliable 3D model would build confidence in improving joint integrity and in further studying the failure mechanisms of joints, including loosening and composite damage.</p></div>","PeriodicalId":591,"journal":{"name":"International Journal of Material Forming","volume":"18 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142844727","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on magnetorheological elastomer assisted flexible multi-point stretch-bending technology 磁流变弹性体辅助柔性多点拉伸弯曲技术研究
IF 2.6 3区 材料科学 Q2 ENGINEERING, MANUFACTURING Pub Date : 2024-12-16 DOI: 10.1007/s12289-024-01870-8
Ce Liang, Binglong Gao, Songyue Yang, Yu Wen, Yi Li

Creasing defects in aluminum profiles post-forming significantly hinder their utilization. This study aimed to mitigate these defects by investigating the causes and mitigating strategies for two types of creases in aluminum profiles formed via flexible stretch bending with roller-type multi-point dies (FSBRD). To achieve dynamic control over the mold surface, magnetorheological elastomers (MREs) were employed to harness their magnetorheological effect, enabling adjustable mold hardness. The adjustable hardness of the mold, enabled by MREs, was investigated under varying magnetic inductions to form T-shaped profiles. The results quantitatively demonstrate that the addition of MREs significantly reduces crease defects, with a minimum value of thick direction strain not exceeding -0.1, and improves moulding quality. Specifically, at a profile thickness of 10mm, an optimal magnetic induction of 200mT minimized crease depth, while for a 66mm thickness, 400mT was most effective. It was also found that increasing the coefficient of friction between the MRE and the contour resulted in a decrease in crease depth and a decrease followed by an increase in crease height. Experimental validation confirmed the simulation accuracy, with thickness trends of the experimentally formed profiles closely matching the simulated ones. The study concludes that the FSBRD-M process is effective in controlling creases and expands the application of MREs in forming technology.

铝型材成形后缺陷的增多严重阻碍了铝型材的使用。本研究旨在通过研究两种类型的折痕的原因和缓解策略,通过柔性拉伸弯曲的铝型材辊型多点模具(FSBRD)形成的缓解这些缺陷。为了实现对模具表面的动态控制,采用磁流变弹性体(MREs)来利用其磁流变效应,实现模具硬度的可调。在不同的磁感应强度下,研究了MREs使模具硬度可调的方法,以形成t型型材。定量结果表明,MREs的加入显著降低了折痕缺陷,厚度方向应变最小值不超过-0.1,提高了成型质量。具体而言,在型材厚度为10mm时,200mT的最佳磁感应强度使折痕深度最小,而在厚度为66mm时,400mT的磁感应强度最有效。增大MRE与轮廓之间的摩擦系数,折痕深度减小,折痕高度先减小后增大。实验验证了仿真的准确性,实验成形的型材厚度变化趋势与仿真结果吻合较好。研究表明,FSBRD-M工艺在控制折痕方面是有效的,扩大了MREs在成形技术中的应用。
{"title":"Research on magnetorheological elastomer assisted flexible multi-point stretch-bending technology","authors":"Ce Liang,&nbsp;Binglong Gao,&nbsp;Songyue Yang,&nbsp;Yu Wen,&nbsp;Yi Li","doi":"10.1007/s12289-024-01870-8","DOIUrl":"10.1007/s12289-024-01870-8","url":null,"abstract":"<div><p>Creasing defects in aluminum profiles post-forming significantly hinder their utilization. This study aimed to mitigate these defects by investigating the causes and mitigating strategies for two types of creases in aluminum profiles formed via flexible stretch bending with roller-type multi-point dies (FSBRD). To achieve dynamic control over the mold surface, magnetorheological elastomers (MREs) were employed to harness their magnetorheological effect, enabling adjustable mold hardness. The adjustable hardness of the mold, enabled by MREs, was investigated under varying magnetic inductions to form T-shaped profiles. The results quantitatively demonstrate that the addition of MREs significantly reduces crease defects, with a minimum value of thick direction strain not exceeding -0.1, and improves moulding quality. Specifically, at a profile thickness of 10mm, an optimal magnetic induction of 200mT minimized crease depth, while for a 66mm thickness, 400mT was most effective. It was also found that increasing the coefficient of friction between the MRE and the contour resulted in a decrease in crease depth and a decrease followed by an increase in crease height. Experimental validation confirmed the simulation accuracy, with thickness trends of the experimentally formed profiles closely matching the simulated ones. The study concludes that the FSBRD-M process is effective in controlling creases and expands the application of MREs in forming technology.</p></div>","PeriodicalId":591,"journal":{"name":"International Journal of Material Forming","volume":"18 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142826414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine learning methods for springback control in roll forming 轧辊成形回弹控制的机器学习方法
IF 2.6 3区 材料科学 Q2 ENGINEERING, MANUFACTURING Pub Date : 2024-12-13 DOI: 10.1007/s12289-024-01872-6
Shiyi Cu, Yong Sun, Kang Wu

Springback is a critical factor that significantly influences the quality of roll forming. Accurate prediction and control of springback are crucial for the design of process parameters. This paper proposes a technique based on Support Vector Regression (SVR) and Bat Algorithm (BA) to reduce springback. Firstly, based on roll forming experiments, the SVR model optimized by algorithm based on the Simulated Annealing Particle Swarm Optimization algorithm (SAPSO) is used to predict springback and investigate the influence of forming parameters. The considered forming parameters include the mechanical properties of material (e.g. yield strength, Young’s modulus), geometries of metal sheet (e.g. sheet width), and process parameters, such as uphill value, roll gap. Then, using the Bat Algorithm based on Lévy flight disturbance, the process parameters are optimized with the predicted springback as the fitness function. The experimental results show that the springback in roll forming has been reduced by 94.47% after optimizing the process parameters. Therefore, the feasibility of the proposed springback control method is confirmed.

回弹是影响辊压成形质量的重要因素。回弹的准确预测和控制是工艺参数设计的关键。本文提出了一种基于支持向量回归(SVR)和蝙蝠算法(BA)的减少回弹技术。首先,在轧制成形实验的基础上,采用基于模拟退火粒子群优化算法(SAPSO)优化的支持向量回归模型进行回弹预测,研究成形参数对回弹的影响;考虑的成形参数包括材料的机械性能(如屈服强度、杨氏模量)、金属板材的几何形状(如板材宽度)和工艺参数,如上坡值、辊缝。然后,采用基于lsamvy飞行扰动的Bat算法,以预测回弹作为适应度函数对工艺参数进行优化。实验结果表明,优化工艺参数后,滚压成形回弹量降低了94.47%。从而验证了所提出的回弹控制方法的可行性。
{"title":"Machine learning methods for springback control in roll forming","authors":"Shiyi Cu,&nbsp;Yong Sun,&nbsp;Kang Wu","doi":"10.1007/s12289-024-01872-6","DOIUrl":"10.1007/s12289-024-01872-6","url":null,"abstract":"<div><p>Springback is a critical factor that significantly influences the quality of roll forming. Accurate prediction and control of springback are crucial for the design of process parameters. This paper proposes a technique based on Support Vector Regression (SVR) and Bat Algorithm (BA) to reduce springback. Firstly, based on roll forming experiments, the SVR model optimized by algorithm based on the Simulated Annealing Particle Swarm Optimization algorithm (SAPSO) is used to predict springback and investigate the influence of forming parameters. The considered forming parameters include the mechanical properties of material (e.g. yield strength, Young’s modulus), geometries of metal sheet (e.g. sheet width), and process parameters, such as uphill value, roll gap. Then, using the Bat Algorithm based on Lévy flight disturbance, the process parameters are optimized with the predicted springback as the fitness function. The experimental results show that the springback in roll forming has been reduced by 94.47% after optimizing the process parameters. Therefore, the feasibility of the proposed springback control method is confirmed.</p></div>","PeriodicalId":591,"journal":{"name":"International Journal of Material Forming","volume":"18 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142810992","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of coupled finite element model to investigate electromagnetic forming and simultaneous multi-point perforations of Aluminium tube 建立了铝管电磁成形及多点同时穿孔的耦合有限元模型
IF 2.6 3区 材料科学 Q2 ENGINEERING, MANUFACTURING Pub Date : 2024-12-12 DOI: 10.1007/s12289-024-01871-7
Avinash Chetry, Arup Nandy

The paper presents a coupled 3D numerical model to understand high-strain rate electromagnetic forming and multi-point perforation of Al6061-T6 tube. This study focuses on a comprehensive exploration of the process by numerically simulating the forming and perforation of Al6061-T6 tubes for two type of punches (concave and pointed) across different configurations (12-holes and 36 -holes), and for two specific hole positions (centrally located and end holes), implemented through LS-DYNA™ software. A detailed analysis of the temporal distributions of various critical process parameters i.e., Lorentz force distribution, velocity on deformation, stress, and strain distribution near the perforated hole has been carried out to elucidate the physics of EMFP. Furthermore, the study compares the numerical simulation with experimental data to evaluate the number of perforated holes and the average hole diameter across different punch configurations and discharge energy ranges. The numerical outcomes are in good agreement with experimental findings, with maximum variations not exceeding 6%. The study also reveals that the non-linearity associated with Lorentz force distributions is not only in circumferential direction but also in axial directions. Higher energy levels increase hole diameter, but for the given tube geometry, maximum 6.2 kJ can be applied without occurrence of crack and rebound. For the given tube thickness, 6.2 kJ discharge energy is optimum to produce clear perforation.

本文建立了一种耦合三维数值模型来研究Al6061-T6管的高应变速率电磁成形和多点穿孔过程。本研究通过LS-DYNA™软件对两种冲头(凹冲头和尖冲头)在不同配置(12孔和36孔)和两种特定孔位置(中心孔和端孔)下的Al6061-T6管的成形和穿孔过程进行了全面的探索。详细分析了各种关键工艺参数的时间分布,即洛伦兹力分布,变形速度,应力和应变分布在穿孔孔附近,以阐明EMFP的物理特性。此外,研究还将数值模拟与实验数据进行了比较,以评估不同冲床配置和放电能量范围下的穿孔孔数和平均孔径。数值结果与实验结果吻合较好,最大变化不超过6%。研究还表明,与洛伦兹力分布相关的非线性不仅存在于环向上,而且存在于轴向上。较高的能量水平会增加孔直径,但对于给定的管的几何形状,最大施加6.2 kJ可以不发生裂纹和回弹。对于给定的管厚,6.2 kJ的放电能量是产生清晰射孔的最佳选择。
{"title":"Development of coupled finite element model to investigate electromagnetic forming and simultaneous multi-point perforations of Aluminium tube","authors":"Avinash Chetry,&nbsp;Arup Nandy","doi":"10.1007/s12289-024-01871-7","DOIUrl":"10.1007/s12289-024-01871-7","url":null,"abstract":"<div><p>The paper presents a coupled 3D numerical model to understand high-strain rate electromagnetic forming and multi-point perforation of Al6061-T6 tube. This study focuses on a comprehensive exploration of the process by numerically simulating the forming and perforation of Al6061-T6 tubes for two type of punches (concave and pointed) across different configurations (12-holes and 36 -holes), and for two specific hole positions (centrally located and end holes), implemented through LS-DYNA™ software. A detailed analysis of the temporal distributions of various critical process parameters i.e., Lorentz force distribution, velocity on deformation, stress, and strain distribution near the perforated hole has been carried out to elucidate the physics of EMFP. Furthermore, the study compares the numerical simulation with experimental data to evaluate the number of perforated holes and the average hole diameter across different punch configurations and discharge energy ranges. The numerical outcomes are in good agreement with experimental findings, with maximum variations not exceeding 6%. The study also reveals that the non-linearity associated with Lorentz force distributions is not only in circumferential direction but also in axial directions. Higher energy levels increase hole diameter, but for the given tube geometry, maximum 6.2 kJ can be applied without occurrence of crack and rebound. For the given tube thickness, 6.2 kJ discharge energy is optimum to produce clear perforation.</p></div>","PeriodicalId":591,"journal":{"name":"International Journal of Material Forming","volume":"18 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12289-024-01871-7.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142811047","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Uncertainty quantification for conical hole expansion test of DP800 sheet metal DP800板材锥形孔膨胀试验的不确定度定量
IF 2.6 3区 材料科学 Q2 ENGINEERING, MANUFACTURING Pub Date : 2024-12-06 DOI: 10.1007/s12289-024-01869-1
Quoc Tuan Pham, Alexander Barlo, Md Shafiqul Islam, Mats Sigvant, Johan Pilthammar, Lluís Pérez Caro, Vili Kesti

The hole expansion ratio (HER) observed in a standardized hole expansion test (HET) is commonly used to determine the edge fracture of steel sheets. A large variation of the measured HER restricts the practical application of the method. This study presents a systematic investigation on uncertainties in the HER of DP800 sheet material, including the hole-edge quality, pre-strain due to the hole-punching process, the friction coefficient, and the determination of fracture. An artificial neural network was trained to develop a surrogate model using a database gained from a thousand finite element simulations of the HET. Monte-Carlo simulations were performed using the trained surrogate model to characterize the distribution of the HER. Sensitivity analysis via Sobol’s indices is calculated to determine the influence of the input variables on the output. It is found that the pre-strain and pre-damage generated during the hole punching process in the shear-affected zone dominate the variation of the HER. Discussions on reducing the output’s variation are detailed. In general, these findings provide valuable insights for the determination of HER as well as the edge crack behavior of the investigated DP800 steel sheet.

标准孔扩展试验(HET)中观察到的孔扩展比(HER)是确定钢板边缘断裂的常用方法。测量的HER变化较大,限制了该方法的实际应用。本文系统地研究了DP800薄板材料热应力的不确定因素,包括孔边质量、冲孔过程产生的预应变、摩擦系数和断口的确定。一个人工神经网络被训练来开发一个代理模型,使用从一千次HET有限元模拟中获得的数据库。蒙特卡罗模拟使用训练代理模型来表征HER的分布。通过Sobol指数计算敏感性分析,以确定输入变量对输出的影响。研究发现,剪切影响区冲孔过程中产生的预应变和预损伤主导了剪切影响区剪切强度的变化。详细讨论了减小输出变化的方法。总的来说,这些发现为确定所研究的DP800钢板的HER以及边缘裂纹行为提供了有价值的见解。
{"title":"Uncertainty quantification for conical hole expansion test of DP800 sheet metal","authors":"Quoc Tuan Pham,&nbsp;Alexander Barlo,&nbsp;Md Shafiqul Islam,&nbsp;Mats Sigvant,&nbsp;Johan Pilthammar,&nbsp;Lluís Pérez Caro,&nbsp;Vili Kesti","doi":"10.1007/s12289-024-01869-1","DOIUrl":"10.1007/s12289-024-01869-1","url":null,"abstract":"<div><p>The hole expansion ratio (HER) observed in a standardized hole expansion test (HET) is commonly used to determine the edge fracture of steel sheets. A large variation of the measured HER restricts the practical application of the method. This study presents a systematic investigation on uncertainties in the HER of DP800 sheet material, including the hole-edge quality, pre-strain due to the hole-punching process, the friction coefficient, and the determination of fracture. An artificial neural network was trained to develop a surrogate model using a database gained from a thousand finite element simulations of the HET. Monte-Carlo simulations were performed using the trained surrogate model to characterize the distribution of the HER. Sensitivity analysis via Sobol’s indices is calculated to determine the influence of the input variables on the output. It is found that the pre-strain and pre-damage generated during the hole punching process in the shear-affected zone dominate the variation of the HER. Discussions on reducing the output’s variation are detailed. In general, these findings provide valuable insights for the determination of HER as well as the edge crack behavior of the investigated DP800 steel sheet.</p></div>","PeriodicalId":591,"journal":{"name":"International Journal of Material Forming","volume":"18 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12289-024-01869-1.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142789237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inverse identification of a coupled hardening law with GTN damage model parameters for cold-rolled steel: application to the deep drawing process 冷轧钢GTN损伤模型参数耦合硬化规律的逆识别:在深拉深加工中的应用
IF 2.6 3区 材料科学 Q2 ENGINEERING, MANUFACTURING Pub Date : 2024-12-05 DOI: 10.1007/s12289-024-01866-4
Abdelilah Bouragba, Mohamed Hadj Miloud, Ibrahim Zidane, Mohammed Mendas

This study considers the Gurson-Tvergaard-Needleman (GTN) micromechanical damage model as a potential alternative to the traditional forming limit curves used in industrial deep drawing applications. In the first step, the parameters of a coupled hardening law with the GTN damage model were identified through parametric identification using inverse analysis. This technique relies on tensile test results obtained from notched specimens cut from cold-rolled steel (DC06EK). The study's originality lies in utilizing both global and local experimental data, focusing principally on the force–displacement curves and the evolution of equivalent plastic strain within two zones of the specimen: rupture and deformation stagnation. The parameter identification demonstrated a good agreement between experimental data and numerical results. In the second step, the determined work hardening law coupled with the GTN damage model was implemented in a numerical simulation of an industrial deep drawing process for a wheelbarrow tray (WBT). The outcomes of the numerical simulation, in terms of thickness reduction in the deep-drawn WBT, were compared with the experimental results, showing very good agreement. A further comparison was made between the numerical results with and without the GTN model, as well as with a previous study (without GTN) on the same numerical simulation. This demonstrated the value of incorporating a hardening law coupled with the GTN model, as it allowed for more accurate determination of wrinkling and necking prior to rupture based on the applied blank holder pressure, helping to prevent those defects during the deep drawing process of the WBT.

本研究将Gurson-Tvergaard-Needleman (GTN)微力学损伤模型视为工业深拉深应用中传统成形极限曲线的潜在替代方案。首先,采用逆分析的参数辨识方法,确定了与GTN损伤模型相耦合的硬化规律参数;该技术依赖于从冷轧钢(DC06EK)切割的缺口试样中获得的拉伸试验结果。该研究的独创性在于同时利用了全局和局部实验数据,主要关注试样破裂和变形停滞两个区域内的力-位移曲线和等效塑性应变的演变。参数辨识结果与实验数据吻合较好。第二步,将确定的加工硬化规律与GTN损伤模型相结合,对手推车托盘的工业拉深过程进行了数值模拟。将数值模拟结果与实验结果进行了比较,结果与实验结果吻合较好。进一步比较了采用GTN模式和不采用GTN模式的数值结果,以及与前人研究(不采用GTN模式)的相同数值模拟结果。这证明了将硬化定律与GTN模型相结合的价值,因为它允许在基于施加的压边压力的破裂之前更准确地确定起皱和颈缩,有助于防止在WBT深拉深过程中出现这些缺陷。
{"title":"Inverse identification of a coupled hardening law with GTN damage model parameters for cold-rolled steel: application to the deep drawing process","authors":"Abdelilah Bouragba,&nbsp;Mohamed Hadj Miloud,&nbsp;Ibrahim Zidane,&nbsp;Mohammed Mendas","doi":"10.1007/s12289-024-01866-4","DOIUrl":"10.1007/s12289-024-01866-4","url":null,"abstract":"<div><p>This study considers the Gurson-Tvergaard-Needleman (GTN) micromechanical damage model as a potential alternative to the traditional forming limit curves used in industrial deep drawing applications. In the first step, the parameters of a coupled hardening law with the GTN damage model were identified through parametric identification using inverse analysis. This technique relies on tensile test results obtained from notched specimens cut from cold-rolled steel (DC06EK). The study's originality lies in utilizing both global and local experimental data, focusing principally on the force–displacement curves and the evolution of equivalent plastic strain within two zones of the specimen: rupture and deformation stagnation. The parameter identification demonstrated a good agreement between experimental data and numerical results. In the second step, the determined work hardening law coupled with the GTN damage model was implemented in a numerical simulation of an industrial deep drawing process for a wheelbarrow tray (WBT). The outcomes of the numerical simulation, in terms of thickness reduction in the deep-drawn WBT, were compared with the experimental results, showing very good agreement. A further comparison was made between the numerical results with and without the GTN model, as well as with a previous study (without GTN) on the same numerical simulation. This demonstrated the value of incorporating a hardening law coupled with the GTN model, as it allowed for more accurate determination of wrinkling and necking prior to rupture based on the applied blank holder pressure, helping to prevent those defects during the deep drawing process of the WBT.</p></div>","PeriodicalId":591,"journal":{"name":"International Journal of Material Forming","volume":"18 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142778410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The influence of the adiabatic heating coefficient on the near solidus forming process 绝热加热系数对近固相成形过程的影响
IF 2.6 3区 材料科学 Q2 ENGINEERING, MANUFACTURING Pub Date : 2024-12-04 DOI: 10.1007/s12289-024-01867-3
Muhammad Sajjad, Julen Agirre, Gorka Plata, Jokin Lozares, Joseba Mendiguren

The Near Solidus Forming (NSF) process represents a critical method for shaping metallic components under extreme temperature conditions. When metals deform plastically, significant amounts of heat can be generated, which is due to the conversion of plastic deformation energy in the material often known is adiabatic heating. In this study, the influence of the adiabatic heating coefficient (AHC) on temperature distribution and plastic strain during NSF process is investigated. For this purpose, three industrial benchmarks previously fabricated using NSF techniques are selected to serve as representative cases for analysis. To conduct the analysis, sensitivity studies is performed at two key temperatures: 1360 °C and 1370 °C. These temperatures are chosen to capture the range of operating conditions typically encountered in industrial NSF applications. The simulation tool FORGE NXT® is utilized to investigate the potential effect of AHC on equivalent plastic strain (EPS). The range of potential AHC values considered is between 85% and 100%, as determined from a comprehensive literature survey. The study suggests that the AHC has a minimal effect on the deformation behaviour of 42CrMo4 steel at NSF condition for the studied benchmarks. The findings of this study provide the inside to the importance of AHC in the developing of a reliable Digital Twin (DT) for industrial NSF application.

近固相成形(NSF)工艺是在极端温度条件下成形金属部件的一种关键方法。当金属塑性变形时,可以产生大量的热量,这是由于材料中塑性变形能量的转换通常被称为绝热加热。本文研究了非核流体过程中绝热加热系数(AHC)对温度分布和塑性应变的影响。为此,本文选择了先前使用NSF技术制作的三个工业基准作为代表性案例进行分析。为了进行分析,敏感性研究在两个关键温度下进行:1360°C和1370°C。这些温度的选择是为了捕捉在工业NSF应用中通常遇到的操作条件范围。利用FORGE NXT®仿真工具研究了AHC对等效塑性应变(EPS)的潜在影响。综合文献调查确定潜在AHC值的范围在85%到100%之间。研究表明,AHC对42CrMo4钢在NSF条件下的变形行为影响很小。本研究的结果为AHC在工业NSF应用中开发可靠的数字孪生(DT)的重要性提供了内幕。
{"title":"The influence of the adiabatic heating coefficient on the near solidus forming process","authors":"Muhammad Sajjad,&nbsp;Julen Agirre,&nbsp;Gorka Plata,&nbsp;Jokin Lozares,&nbsp;Joseba Mendiguren","doi":"10.1007/s12289-024-01867-3","DOIUrl":"10.1007/s12289-024-01867-3","url":null,"abstract":"<div><p>The Near Solidus Forming (NSF) process represents a critical method for shaping metallic components under extreme temperature conditions. When metals deform plastically, significant amounts of heat can be generated, which is due to the conversion of plastic deformation energy in the material often known is adiabatic heating. In this study, the influence of the adiabatic heating coefficient (AHC) on temperature distribution and plastic strain during NSF process is investigated. For this purpose, three industrial benchmarks previously fabricated using NSF techniques are selected to serve as representative cases for analysis. To conduct the analysis, sensitivity studies is performed at two key temperatures: 1360 °C and 1370 °C. These temperatures are chosen to capture the range of operating conditions typically encountered in industrial NSF applications. The simulation tool FORGE NXT<sup>®</sup> is utilized to investigate the potential effect of AHC on equivalent plastic strain (EPS). The range of potential AHC values considered is between 85% and 100%, as determined from a comprehensive literature survey. The study suggests that the AHC has a minimal effect on the deformation behaviour of 42CrMo4 steel at NSF condition for the studied benchmarks. The findings of this study provide the inside to the importance of AHC in the developing of a reliable Digital Twin (DT) for industrial NSF application.</p></div>","PeriodicalId":591,"journal":{"name":"International Journal of Material Forming","volume":"18 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12289-024-01867-3.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142762022","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Journal of Material Forming
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1