首页 > 最新文献

International Journal of Fatigue最新文献

英文 中文
Diminishing residual stress and distortion by in-situ rolling tensioning to increase fatigue performance of friction stir welded AA2024-T3 joints 通过原位滚动拉伸减小残余应力和变形,提高 AA2024-T3 搅拌摩擦焊接接头的疲劳性能
IF 5.7 2区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2024-10-19 DOI: 10.1016/j.ijfatigue.2024.108659
Pujono , M.N. Ilman , Kusmono , M.R. Muslih , T.H. Priyanto , R. Apriansyah , A. Isnaini
In this research, local mechanical tensioning treatment in the form of in-situ rolling tensioning (ISRT) was applied during friction stir welding of AA2024-T3 sheets. Two types of roller configurations were used. First, a single roller located at the rear of the tool which passed over the weld region and secondly, two rollers were located next to the weld zone symmetrically. Subsequently, several experiments comprising residual stress, distortion and fatigue crack growth (FCG) measurements were carried out combined with microstructure, texture, hardness and tensile tests. Results demonstrated that a single roller ISRT effectively diminished residual stress in the nugget zone (NZ) from + 11.7 MPa to −45.3 MPa accompanied by better weld FCG resistance. Apart from residual stress reduction, the improved weld fatigue performance was likely correlated with the modifications of weld microstructure and texture due to rolling tensioning.
在这项研究中,AA2024-T3 板材的搅拌摩擦焊接过程中采用了原位滚动拉伸(ISRT)形式的局部机械拉伸处理。使用了两种类型的轧辊配置。第一种是位于工具后部的单个辊子穿过焊接区域,第二种是两个辊子对称地位于焊接区域旁边。随后,结合微观结构、纹理、硬度和拉伸测试,进行了多项实验,包括残余应力、变形和疲劳裂纹生长(FCG)测量。结果表明,单辊 ISRT 有效地将金块区 (NZ) 的残余应力从 + 11.7 MPa 减小到 -45.3 MPa,同时提高了焊缝的抗 FCG 能力。除了降低残余应力外,焊接疲劳性能的改善还可能与滚动拉伸导致的焊接微观结构和纹理的改变有关。
{"title":"Diminishing residual stress and distortion by in-situ rolling tensioning to increase fatigue performance of friction stir welded AA2024-T3 joints","authors":"Pujono ,&nbsp;M.N. Ilman ,&nbsp;Kusmono ,&nbsp;M.R. Muslih ,&nbsp;T.H. Priyanto ,&nbsp;R. Apriansyah ,&nbsp;A. Isnaini","doi":"10.1016/j.ijfatigue.2024.108659","DOIUrl":"10.1016/j.ijfatigue.2024.108659","url":null,"abstract":"<div><div>In this research, local mechanical tensioning treatment in the form of in-situ rolling tensioning (ISRT) was applied during friction stir welding of AA2024-T3 sheets. Two types of roller configurations were used. First, a single roller located at the rear of the tool which passed over the weld region and secondly, two rollers were located next to the weld zone symmetrically. Subsequently, several experiments comprising residual stress, distortion and fatigue crack growth (FCG) measurements were carried out combined with microstructure, texture, hardness and tensile tests. Results demonstrated that a single roller ISRT effectively diminished residual stress in the nugget zone (NZ) from + 11.7 MPa to −45.3 MPa accompanied by better weld FCG resistance. Apart from residual stress reduction, the improved weld fatigue performance was likely correlated with the modifications of weld microstructure and texture due to rolling tensioning.</div></div>","PeriodicalId":14112,"journal":{"name":"International Journal of Fatigue","volume":"190 ","pages":"Article 108659"},"PeriodicalIF":5.7,"publicationDate":"2024-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142527881","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Pore-based prediction of crack initiation life in very-high-cycle fatigue 基于孔隙的超高循环疲劳裂纹起始寿命预测
IF 5.7 2区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2024-10-18 DOI: 10.1016/j.ijfatigue.2024.108655
Ningyu Zhang, Wenqi Liu, Tao Shi, Jingyu Sun, Guian Qian
The porosity of the material produced by additive manufacturing technology gives rise to a notable dispersion of the crack initiation life in the very-high-cycle fatigue regime. The crack initiation life in the very high cycle fatigue regime can be divided into the initial crack initiation life and early microcrack growth life. This paper proposed a model considering the effect of pore morphology and location to predict the initial crack initiation life. The average local stress in a grain near the pore is modified by considering the relationship between pore roundness, inclination, position, and stress concentration factor. The growth life of early microcrack is determined by integrating empirical formulas based on dislocation theory. Subsequently, the probability distribution of crack initiation life is obtained, which is in good agreement with the experimental results. The competition factor is proposed to quantitatively evaluate the tendency of crack initiation from the surface or the interior, taking into account the influence of local average stress and grain size. The predicted load corresponding to the shift in crack initiation position is in accordance with the experimental results.
增材制造技术生产的材料的多孔性导致超高循环疲劳状态下的裂纹起始寿命明显分散。超高循环疲劳状态下的裂纹起始寿命可分为初始裂纹起始寿命和早期微裂纹生长寿命。本文提出了一个考虑到孔隙形态和位置影响的模型来预测初始裂纹起始寿命。通过考虑孔隙圆度、倾斜度、位置和应力集中因子之间的关系,修正了孔隙附近晶粒的平均局部应力。早期微裂纹的生长寿命是通过整合基于位错理论的经验公式确定的。随后,得到了裂纹起始寿命的概率分布,这与实验结果十分吻合。考虑到局部平均应力和晶粒尺寸的影响,提出了竞争因子来定量评估裂纹从表面或内部萌生的趋势。与裂纹起始位置移动相对应的预测载荷与实验结果一致。
{"title":"Pore-based prediction of crack initiation life in very-high-cycle fatigue","authors":"Ningyu Zhang,&nbsp;Wenqi Liu,&nbsp;Tao Shi,&nbsp;Jingyu Sun,&nbsp;Guian Qian","doi":"10.1016/j.ijfatigue.2024.108655","DOIUrl":"10.1016/j.ijfatigue.2024.108655","url":null,"abstract":"<div><div>The porosity of the material produced by additive manufacturing technology gives rise to a notable dispersion of the crack initiation life in the very-high-cycle fatigue regime. The crack initiation life in the very high cycle fatigue regime can be divided into the initial crack initiation life and early microcrack growth life. This paper proposed a model considering the effect of pore morphology and location to predict the initial crack initiation life. The average local stress in a grain near the pore is modified by considering the relationship between pore roundness, inclination, position, and stress concentration factor. The growth life of early microcrack is determined by integrating empirical formulas based on dislocation theory. Subsequently, the probability distribution of crack initiation life is obtained, which is in good agreement with the experimental results. The competition factor is proposed to quantitatively evaluate the tendency of crack initiation from the surface or the interior, taking into account the influence of local average stress and grain size. The predicted load corresponding to the shift in crack initiation position is in accordance with the experimental results.</div></div>","PeriodicalId":14112,"journal":{"name":"International Journal of Fatigue","volume":"190 ","pages":"Article 108655"},"PeriodicalIF":5.7,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142527873","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 the small punch fatigue test method based on the finite element method 基于有限元法的小冲孔疲劳试验方法的开发
IF 5.7 2区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2024-10-18 DOI: 10.1016/j.ijfatigue.2024.108656
Sangyeop Kim , Yong Hwi Kim , Taeksang Lee , Moon Ki Kim
The Small Punch Test (SPT) is a method of evaluating the mechanical properties of metallic materials that overcomes the limitations of the Uniaxial Test (UT), a traditional method of testing. Unlike UT, which provides strain data for each stress, SPT provides displacement data for each load. Therefore, SPT must be converted to UT to evaluate the mechanical properties of materials. However, SPT and UT employ disparate loading mechanisms. The difficulty in converting SPT to UT, which stems from the disparate loading mechanisms, has thus far limited SPT to mechanical property evaluation areas such as tensile and creep. This paper, therefore, aims to extend SPT to the fatigue domain, which is currently limited to the tensile and creep domains. The fatigue properties of metallic materials were evaluated based on the Finite Element Method (FEM) for the Small Punch Fatigue Test (SPFT). Moreover, the fatigue properties derived from the FEM for SPFT were converted to Uniaxial Fatigue Test (UFT) by employing the equivalent equation. Finally, an S-N curve was constructed based on SPFT and was validated by comparison with the same curve constructed based on UFT.
小冲压试验(SPT)是一种评估金属材料机械性能的方法,它克服了传统测试方法单轴试验(UT)的局限性。UT 为每个应力提供应变数据,而 SPT 则为每个载荷提供位移数据。因此,必须将 SPT 转换为 UT,才能评估材料的机械性能。然而,SPT 和 UT 采用不同的加载机制。将 SPT 转换为 UT 的困难源于不同的加载机制,因此迄今为止,SPT 只局限于拉伸和蠕变等机械性能评估领域。因此,本文旨在将目前仅限于拉伸和蠕变领域的 SPT 扩展到疲劳领域。基于有限元法(FEM)的小冲压疲劳试验(SPFT)对金属材料的疲劳特性进行了评估。此外,还利用等效方程将有限元法得出的 SPFT 疲劳特性转换为单轴疲劳试验(UFT)。最后,根据 SPFT 构建了 S-N 曲线,并与根据 UFT 构建的相同曲线进行了比较验证。
{"title":"Development of the small punch fatigue test method based on the finite element method","authors":"Sangyeop Kim ,&nbsp;Yong Hwi Kim ,&nbsp;Taeksang Lee ,&nbsp;Moon Ki Kim","doi":"10.1016/j.ijfatigue.2024.108656","DOIUrl":"10.1016/j.ijfatigue.2024.108656","url":null,"abstract":"<div><div>The Small Punch Test (SPT) is a method of evaluating the mechanical properties of metallic materials that overcomes the limitations of the Uniaxial Test (UT), a traditional method of testing. Unlike UT, which provides strain data for each stress, SPT provides displacement data for each load. Therefore, SPT must be converted to UT to evaluate the mechanical properties of materials. However, SPT and UT employ disparate loading mechanisms. The difficulty in converting SPT to UT, which stems from the disparate loading mechanisms, has thus far limited SPT to mechanical property evaluation areas such as tensile and creep. This paper, therefore, aims to extend SPT to the fatigue domain, which is currently limited to the tensile and creep domains. The fatigue properties of metallic materials were evaluated based on the Finite Element Method (FEM) for the Small Punch Fatigue Test (SPFT). Moreover, the fatigue properties derived from the FEM for SPFT were converted to Uniaxial Fatigue Test (UFT) by employing the equivalent equation. Finally, an S-N curve was constructed based on SPFT and was validated by comparison with the same curve constructed based on UFT.</div></div>","PeriodicalId":14112,"journal":{"name":"International Journal of Fatigue","volume":"190 ","pages":"Article 108656"},"PeriodicalIF":5.7,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142527896","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 regulation of dislocation and precipitated phase improving hydrogen embrittlement resistance of pipeline steel in high pressure hydrogen environment 改善高压氢环境下管线钢抗氢脆性能的位错和析出相调控技术
IF 5.7 2区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2024-10-18 DOI: 10.1016/j.ijfatigue.2024.108657
Chengshuang Zhou , Changcheng Jiang , Yan Jin , Hongbin Zhou , Qingxiong Qiu , Yuqing Hu , Yuchen Xie , Lin Zhang , Jinyang Zheng
In this study, the hydrogen embrittlement behavior of quenched pipeline steel tempered at 550 °C to 650 °C in a high-pressure hydrogen environment was analyzed. Hydrogen permeation tests and microstructural analyses indicated that the dislocation density of the steel decreases with increasing tempering temperature, while precipitates gradually nucleate and grow. These hydrogen traps interact with hydrogen atoms, resulting in significantly higher diffusible hydrogen content in steel tempered at 550 °C compared to that tempered at 600 °C and 650 °C. Fatigue crack growth (FCG) test results show that steel tempered at 600 °C and 650 °C exhibits significantly better hydrogen embrittlement resistance than steel tempered at 550 °C. This is primarily due to the combined effect of the high hydrogen concentration, high dislocation density and low nano carbide content in the steel tempered at 550 °C, which inhibits dislocation slip and emission, leading to high crack tip stress and rapid crack propagation. In contrast, the low dislocation density and and dispersed nano carbides in steel tempered at 600 °C and 650 °C facilitate some dislocation slip and emission, result in crack tip stress relaxation and reduced crack propagation rate. Properly controlling the initial dislocation density and increasing the density of irreversible hydrogen traps can enhance the strength of materials while improving their resistance to hydrogen embrittlement.
本研究分析了在高压氢环境下于 550 °C 至 650 °C 回火的淬火管线钢的氢脆行为。氢渗透试验和微观结构分析表明,钢的位错密度随着回火温度的升高而降低,同时析出物逐渐成核并长大。这些氢阱与氢原子相互作用,导致 550 °C 回火钢中的扩散氢含量明显高于 600 °C 和 650 °C 回火钢。疲劳裂纹增长(FCG)测试结果表明,600 ℃ 和 650 ℃ 回火钢的抗氢脆性能明显优于 550 ℃ 回火钢。这主要是由于在 550 ℃ 回火的钢中氢浓度高、位错密度高、纳米碳化物含量低,这些因素共同作用,抑制了位错的滑移和释放,导致裂纹尖端应力高,裂纹扩展速度快。相反,在 600 ℃ 和 650 ℃ 回火的钢中,低位错密度和分散的纳米碳化物有利于位错滑移和释放,导致裂纹尖端应力松弛,降低了裂纹扩展速度。适当控制初始位错密度和增加不可逆氢阱密度可提高材料强度,同时改善其抗氢脆性能。
{"title":"The regulation of dislocation and precipitated phase improving hydrogen embrittlement resistance of pipeline steel in high pressure hydrogen environment","authors":"Chengshuang Zhou ,&nbsp;Changcheng Jiang ,&nbsp;Yan Jin ,&nbsp;Hongbin Zhou ,&nbsp;Qingxiong Qiu ,&nbsp;Yuqing Hu ,&nbsp;Yuchen Xie ,&nbsp;Lin Zhang ,&nbsp;Jinyang Zheng","doi":"10.1016/j.ijfatigue.2024.108657","DOIUrl":"10.1016/j.ijfatigue.2024.108657","url":null,"abstract":"<div><div>In this study, the hydrogen embrittlement behavior of quenched pipeline steel tempered at 550 °C to 650 °C in a high-pressure hydrogen environment was analyzed. Hydrogen permeation tests and microstructural analyses indicated that the dislocation density of the steel decreases with increasing tempering temperature, while precipitates gradually nucleate and grow. These hydrogen traps interact with hydrogen atoms, resulting in significantly higher diffusible hydrogen content in steel tempered at 550 °C compared to that tempered at 600 °C and 650 °C. Fatigue crack growth (FCG) test results show that steel tempered at 600 °C and 650 °C exhibits significantly better hydrogen embrittlement resistance than steel tempered at 550 °C. This is primarily due to the combined effect of the high hydrogen concentration, high dislocation density and low nano carbide content in the steel tempered at 550 °C, which inhibits dislocation slip and emission, leading to high crack tip stress and rapid crack propagation. In contrast, the low dislocation density and and dispersed nano carbides in steel tempered at 600 °C and 650 °C facilitate some dislocation slip and emission, result in crack tip stress relaxation and reduced crack propagation rate. Properly controlling the initial dislocation density and increasing the density of irreversible hydrogen traps can enhance the strength of materials while improving their resistance to hydrogen embrittlement.</div></div>","PeriodicalId":14112,"journal":{"name":"International Journal of Fatigue","volume":"190 ","pages":"Article 108657"},"PeriodicalIF":5.7,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142527884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Monitoring of crack length growth on welded specimens by applying square wave inductive thermography 通过方波感应热成像技术监测焊接试样上裂纹长度的增长
IF 5.7 2区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2024-10-16 DOI: 10.1016/j.ijfatigue.2024.108642
Paul Dario Toasa Caiza , Daiki Shiozawa , Yuya Murao , Thomas Ummenhofer , Takahide Sakagami
The crack growth monitoring is an important task for the maintenance policies of steel structures subjected to cyclic loading, such as bridges, cranes, off shore facilities and wind energy towers. A reliable crack detection method allows to survey properly the crack initiation and growth in responsive details of these structures, so that, they can be repaired or restored in time in order to avoid services interruption, accidents or structural collapses. In this paper, a crack detection system, which is based on inductive thermography is applied to survey the crack growth on a SM490 steel welded specimen subjected to cyclic loading. The required thermal excitation of this system is based on the generation of eddy currents, which cause a temperature increase on the crack tips. This temperature rise can be observed and recorded by using an infrared camera. Afterwards, the crack tip and growth are established by analysing the infrared (IR) images. The mentioned system allows to detect cracks on steel structures in real time and in situ, characteristics that represent the efficiency and the potential of this method in the field of NDT.
对于承受周期性荷载的钢结构(如桥梁、起重机、近海设施和风能塔)而言,裂纹生长监测是维护政策的一项重要任务。采用可靠的裂纹检测方法,可以对这些结构的裂纹起始和生长情况进行详细的调查,以便及时维修或修复,避免服务中断、事故或结构坍塌。本文采用基于感应热成像技术的裂纹检测系统,对承受循环载荷的 SM490 钢焊接试样的裂纹生长情况进行检测。该系统所需的热激励基于涡流的产生,涡流会导致裂纹尖端温度升高。可以使用红外摄像机观察和记录这种温度上升。然后,通过分析红外线(IR)图像确定裂纹尖端和生长情况。上述系统可以实时、就地检测钢结构上的裂纹,这些特点体现了这种方法在无损检测领域的效率和潜力。
{"title":"Monitoring of crack length growth on welded specimens by applying square wave inductive thermography","authors":"Paul Dario Toasa Caiza ,&nbsp;Daiki Shiozawa ,&nbsp;Yuya Murao ,&nbsp;Thomas Ummenhofer ,&nbsp;Takahide Sakagami","doi":"10.1016/j.ijfatigue.2024.108642","DOIUrl":"10.1016/j.ijfatigue.2024.108642","url":null,"abstract":"<div><div>The crack growth monitoring is an important task for the maintenance policies of steel structures subjected to cyclic loading, such as bridges, cranes, off shore facilities and wind energy towers. A reliable crack detection method allows to survey properly the crack initiation and growth in responsive details of these structures, so that, they can be repaired or restored in time in order to avoid services interruption, accidents or structural collapses. In this paper, a crack detection system, which is based on inductive thermography is applied to survey the crack growth on a SM490 steel welded specimen subjected to cyclic loading. The required thermal excitation of this system is based on the generation of eddy currents, which cause a temperature increase on the crack tips. This temperature rise can be observed and recorded by using an infrared camera. Afterwards, the crack tip and growth are established by analysing the infrared (IR) images. The mentioned system allows to detect cracks on steel structures in real time and <em>in situ</em>, characteristics that represent the efficiency and the potential of this method in the field of NDT.</div></div>","PeriodicalId":14112,"journal":{"name":"International Journal of Fatigue","volume":"190 ","pages":"Article 108642"},"PeriodicalIF":5.7,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142527876","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Probabilistic framework for strain-based fatigue life prediction and uncertainty quantification using interpretable machine learning 利用可解释的机器学习进行基于应变的疲劳寿命预测和不确定性量化的概率框架
IF 5.7 2区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2024-10-16 DOI: 10.1016/j.ijfatigue.2024.108647
Xi Deng , Shun-Peng Zhu , Lanyi Wang , Changqi Luo , Sicheng Fu , Qingyuan Wang
Establishing a unified fatigue life prediction model and quantifying the uncertainty in the mechanical behavior of materials are critical to ensure the structural integrity and equipment performance. For the commonly-used strain-based fatigue methods, existing estimation methods exhibit inevitable deviations, while data-driven methods have shown poor extrapolation ability and interpretability. Therefore, this paper aims to develop a probabilistic framework for strain-based fatigue life prediction and uncertainty quantification (UQ) to provide an indication for fatigue design/assessment using interpretable machine learning (ML) techniques. Based on Shapley additive explanations (SHAP) and symbolic regression (SR), interpretable prediction models with concise expressions and outstanding prediction performance are established and optimized according to the priori physical knowledge. Moreover, accounting for the material variability, the probabilistic assessment with UQ excellently validates the prediction model, and quantifies the variability of ε-N curves. The proposed framework provides a valuable reference and shows promising prospects in fatigue design for engineering components.
建立统一的疲劳寿命预测模型并量化材料力学行为的不确定性,对于确保结构完整性和设备性能至关重要。对于常用的基于应变的疲劳方法,现有的估算方法不可避免地会出现偏差,而数据驱动方法的外推能力和可解释性较差。因此,本文旨在开发一种基于应变的疲劳寿命预测和不确定性量化(UQ)概率框架,利用可解释的机器学习(ML)技术为疲劳设计/评估提供指示。基于沙普利加法解释(SHAP)和符号回归(SR),根据先验物理知识建立并优化了表达简洁、预测性能卓越的可解释预测模型。此外,考虑到材料的变异性,利用 UQ 进行概率评估,可以很好地验证预测模型,并量化 ε-N 曲线的变异性。所提出的框架为工程部件的疲劳设计提供了有价值的参考,并展示了广阔的前景。
{"title":"Probabilistic framework for strain-based fatigue life prediction and uncertainty quantification using interpretable machine learning","authors":"Xi Deng ,&nbsp;Shun-Peng Zhu ,&nbsp;Lanyi Wang ,&nbsp;Changqi Luo ,&nbsp;Sicheng Fu ,&nbsp;Qingyuan Wang","doi":"10.1016/j.ijfatigue.2024.108647","DOIUrl":"10.1016/j.ijfatigue.2024.108647","url":null,"abstract":"<div><div>Establishing a unified fatigue life prediction model and quantifying the uncertainty in the mechanical behavior of materials are critical to ensure the structural integrity and equipment performance. For the commonly-used strain-based fatigue methods, existing estimation methods exhibit inevitable deviations, while data-driven methods have shown poor extrapolation ability and interpretability. Therefore, this paper aims to develop a probabilistic framework for strain-based fatigue life prediction and uncertainty quantification (UQ) to provide an indication for fatigue design/assessment using interpretable machine learning (ML) techniques. Based on Shapley additive explanations (SHAP) and symbolic regression (SR), interpretable prediction models with concise expressions and outstanding prediction performance are established and optimized according to the priori physical knowledge. Moreover, accounting for the material variability, the probabilistic assessment with UQ excellently validates the prediction model, and quantifies the variability of ε-N curves. The proposed framework provides a valuable reference and shows promising prospects in fatigue design for engineering components.</div></div>","PeriodicalId":14112,"journal":{"name":"International Journal of Fatigue","volume":"190 ","pages":"Article 108647"},"PeriodicalIF":5.7,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142527878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Ultrasonic fully reversed axial tests for exploring the very high cycle fatigue of composite materials 用于探索复合材料超高循环疲劳的超声波全反向轴向试验
IF 5.7 2区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2024-10-16 DOI: 10.1016/j.ijfatigue.2024.108653
C. Boursier Niutta, A. Tridello, D.S. Paolino
In the present work, the feasibility of axial ultrasonic tests for exploring the fully reversed fatigue response of composite materials even in the Very High Cycle Fatigue (VHCF) regime is proved. VHCF tests are run on hourglass specimens made of twill 2x2 carbon woven fabric impregnated with epoxy resin with stacking sequences [0]8 and [0/90/+45/-45]s and designed through Finite Element (FE) modal analysis. The stress distribution within the specimen and the absence of buckling are first determined through an extensive strain gage campaign, which has validated the FE model. As the temperature is a main concern in ultrasonic tests, the temperature increment within the composite specimen is investigated by means of an embedded fiber optic sensor and controlled during the tests with an infrared sensor. With the proposed experimental setup, fully reversed ultrasonic tests have been carried out up to 109 cycles and the failure of the two investigated specimen types has been analyzed by comparing the failure origin location in relation to the stress distributions.
在本研究中,轴向超声波试验用于探索复合材料在极高循环疲劳(VHCF)状态下的完全反向疲劳响应的可行性得到了证实。VHCF 试验在沙漏试样上进行,试样由浸渍环氧树脂的斜纹 2x2 碳纤维编织物制成,堆叠序列为 [0]8 和 [0/90/+45/-45]s,试样是通过有限元(FE)模态分析设计的。首先通过广泛的应变测量活动确定了试样内部的应力分布和无屈曲情况,从而验证了有限元模型。由于温度是超声波测试中的主要问题,因此通过嵌入式光纤传感器对复合材料试样内的温度增量进行了研究,并在测试过程中使用红外传感器进行控制。利用所提出的实验装置,进行了多达 109 个循环的完全反向超声波试验,并通过比较与应力分布相关的失效起源位置,分析了所研究的两种试样类型的失效情况。
{"title":"Ultrasonic fully reversed axial tests for exploring the very high cycle fatigue of composite materials","authors":"C. Boursier Niutta,&nbsp;A. Tridello,&nbsp;D.S. Paolino","doi":"10.1016/j.ijfatigue.2024.108653","DOIUrl":"10.1016/j.ijfatigue.2024.108653","url":null,"abstract":"<div><div>In the present work, the feasibility of axial ultrasonic tests for exploring the fully reversed fatigue response of composite materials even in the Very High Cycle Fatigue (VHCF) regime is proved. VHCF tests are run on hourglass specimens made of twill 2x2 carbon woven fabric impregnated with epoxy resin with stacking sequences [0]<sub>8</sub> and [0/90/+45/-45]<sub>s</sub> and designed through Finite Element (FE) modal analysis. The stress distribution within the specimen and the absence of buckling are first determined through an extensive strain gage campaign, which has validated the FE model. As the temperature is a main concern in ultrasonic tests, the temperature increment within the composite specimen is investigated by means of an embedded fiber optic sensor and controlled during the tests with an infrared sensor. With the proposed experimental setup, fully reversed ultrasonic tests have been carried out up to 10<sup>9</sup> cycles and the failure of the two investigated specimen types has been analyzed by comparing the failure origin location in relation to the stress distributions.</div></div>","PeriodicalId":14112,"journal":{"name":"International Journal of Fatigue","volume":"190 ","pages":"Article 108653"},"PeriodicalIF":5.7,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142527875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Very high cycle fatigue properties of short glass fiber reinforced polyetheretherketone (PEEK) 短玻璃纤维增强聚醚醚酮 (PEEK) 的超高循环疲劳特性
IF 5.7 2区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2024-10-14 DOI: 10.1016/j.ijfatigue.2024.108652
Michael Fitzka , Gabriel Stadler , Bernd M. Schönbauer , Gerald Pinter , Herwig Mayer
The fatigue properties of 14 wt-% short glass fiber reinforced polyetheretherketone (PEEK–GF14) have been investigated in the high and very high cycle fatigue (VHCF) regime. Experiments were performed at a load ratio of –1 with servohydraulic and electrodynamic equipment at cycling frequency 10–20 Hz, and with ultrasonic equipment at 19 kHz. A new specimen geometry has been developed that allows ultrasonic tests up to high stress amplitudes. The same specimen shape was used in both testing series to exclude size effects, which enabled to focus on the influence of cycling frequency and testing technique. Ultrasonic fatigue testing with intermittent loading served to avoid heating of specimens. The S-N curves measured at 10–20 Hz and 19 kHz show a similar slope exponent (i.e., 10 % deviation). Mean S-N curve determined with ultrasonic equipment is shifted to slightly lower stress amplitudes, which may be attributed to statistical scatter. PEEK–GF14 does not show a fatigue limit and failures still occurred above 109 cycles. The VHCF strength of PEEK-GF14 is approximately two times higher compared with unreinforced PEEK. Fractographic investigations revealed fiber fracture and, less frequently, fiber pull-out.
研究了 14 wt-% 短玻璃纤维增强聚醚醚酮(PEEK-GF14)在高循环和超高循环疲劳(VHCF)状态下的疲劳特性。实验采用伺服液压和电动设备,循环频率为 10-20 Hz,超声波设备的循环频率为 19 kHz,载荷比为-1。已开发出一种新的试样几何形状,可在高应力幅值下进行超声波测试。两个测试系列都采用了相同的试样形状,以排除尺寸影响,从而重点研究循环频率和测试技术的影响。间歇加载的超声疲劳测试可避免试样加热。在 10-20 Hz 和 19 kHz 下测量的 S-N 曲线显示出相似的斜率指数(即 10 % 的偏差)。使用超声波设备测定的平均 S-N 曲线向稍低的应力振幅移动,这可能是由于统计散差造成的。PEEK-GF14 没有显示出疲劳极限,在超过 109 次循环后仍会出现故障。与未增强的 PEEK 相比,PEEK-GF14 的 VHCF 强度大约高出两倍。断裂研究显示纤维断裂,纤维拉出的情况较少。
{"title":"Very high cycle fatigue properties of short glass fiber reinforced polyetheretherketone (PEEK)","authors":"Michael Fitzka ,&nbsp;Gabriel Stadler ,&nbsp;Bernd M. Schönbauer ,&nbsp;Gerald Pinter ,&nbsp;Herwig Mayer","doi":"10.1016/j.ijfatigue.2024.108652","DOIUrl":"10.1016/j.ijfatigue.2024.108652","url":null,"abstract":"<div><div>The fatigue properties of 14 wt-% short glass fiber reinforced polyetheretherketone (PEEK–GF14) have been investigated in the high and very high cycle fatigue (VHCF) regime. Experiments were performed at a load ratio of –1 with servohydraulic and electrodynamic equipment at cycling frequency 10–20 Hz, and with ultrasonic equipment at 19 kHz. A new specimen geometry has been developed that allows ultrasonic tests up to high stress amplitudes. The same specimen shape was used in both testing series to exclude size effects, which enabled to focus on the influence of cycling frequency and testing technique. Ultrasonic fatigue testing with intermittent loading served to avoid heating of specimens. The <em>S-N</em> curves measured at 10–20 Hz and 19 kHz show a similar slope exponent (i.e., 10 % deviation). Mean <em>S-N</em> curve determined with ultrasonic equipment is shifted to slightly lower stress amplitudes, which may be attributed to statistical scatter. PEEK–GF14 does not show a fatigue limit and failures still occurred above 10<sup>9</sup> cycles. The VHCF strength of PEEK-GF14 is approximately two times higher compared with unreinforced PEEK. Fractographic investigations revealed fiber fracture and, less frequently, fiber pull-out.</div></div>","PeriodicalId":14112,"journal":{"name":"International Journal of Fatigue","volume":"190 ","pages":"Article 108652"},"PeriodicalIF":5.7,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142445266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
A novel LCF lifetime model for PM superalloys considering crack energy differences induced by surface underconstraint 考虑表面欠约束引起的裂纹能量差异的新型 PM 超合金 LCF 寿命模型
IF 5.7 2区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2024-10-13 DOI: 10.1016/j.ijfatigue.2024.108648
Dianyin Hu , Miaodong Zhao , Jinchao Pan , Rusong Chen , Juncai Zhang , Yang Gao , Rongqiao Wang
The mechanism behind why internal defects are less competitive than surface roughness in low cycle fatigue (LCF) failure is still an issue for inclusion-containing powder metallurgy (PM) superalloys. Differentiating the differences in applied energy and fatigue resistance at various failure sites is crucial to addressing this issue. This study first captures the dependence of failure site on applied loading from the fractographic observations to quantify the characteristics such as surface roughness, internal defects, and sub-surface facets. Subsequently, an LCF lifetime model is developed based on fracture mechanics principles, considering the difference in applied energy and cracking energy requirements due to underconstraint degree at different sites. A representative volume element (RVE) with similar grain characteristic is then established, and different boundary conditions are applied to describe the energy differences around internal and surface. By comparing the energy at different failure sites, the model predicts the tendency of failure sites under varying loading conditions. The developed LCF lifetime model distinguishes energy input and fatigue resistance differences at surface, sub-surface, and interior of the specimen, which reduces the lifetime prediction error from a scatter band of 9 times to within 3 times.
对于含夹杂物的粉末冶金(PM)超合金而言,内部缺陷在低循环疲劳(LCF)失效中的竞争力不如表面粗糙度,其背后的机理仍是一个问题。要解决这个问题,关键在于区分不同失效部位的外加能量和抗疲劳性差异。本研究首先通过断口观察捕捉失效部位对施加载荷的依赖性,量化表面粗糙度、内部缺陷和次表面刻面等特征。随后,根据断裂力学原理,考虑到不同部位的欠约束程度导致的施加能量和开裂能量要求的差异,建立了 LCF 寿命模型。然后建立了具有相似晶粒特征的代表性体积元素(RVE),并应用不同的边界条件来描述内部和表面周围的能量差异。通过比较不同破坏点的能量,该模型可预测不同加载条件下破坏点的趋势。所开发的 LCF 寿命模型可区分试样表面、次表面和内部的能量输入和疲劳抗力差异,从而将寿命预测误差从 9 倍的散布带减少到 3 倍以内。
{"title":"A novel LCF lifetime model for PM superalloys considering crack energy differences induced by surface underconstraint","authors":"Dianyin Hu ,&nbsp;Miaodong Zhao ,&nbsp;Jinchao Pan ,&nbsp;Rusong Chen ,&nbsp;Juncai Zhang ,&nbsp;Yang Gao ,&nbsp;Rongqiao Wang","doi":"10.1016/j.ijfatigue.2024.108648","DOIUrl":"10.1016/j.ijfatigue.2024.108648","url":null,"abstract":"<div><div>The mechanism behind why internal defects are less competitive than surface roughness in low cycle fatigue (LCF) failure is still an issue for inclusion-containing powder metallurgy (PM) superalloys. Differentiating the differences in applied energy and fatigue resistance at various failure sites is crucial to addressing this issue. This study first captures the dependence of failure site on applied loading from the fractographic observations to quantify the characteristics such as surface roughness, internal defects, and sub-surface facets. Subsequently, an LCF lifetime model is developed based on fracture mechanics principles, considering the difference in applied energy and cracking energy requirements due to underconstraint degree at different sites. A representative volume element (RVE) with similar grain characteristic is then established, and different boundary conditions are applied to describe the energy differences around internal and surface. By comparing the energy at different failure sites, the model predicts the tendency of failure sites under varying loading conditions. The developed LCF lifetime model distinguishes energy input and fatigue resistance differences at surface, sub-surface, and interior of the specimen, which reduces the lifetime prediction error from a scatter band of 9 times to within 3 times.</div></div>","PeriodicalId":14112,"journal":{"name":"International Journal of Fatigue","volume":"190 ","pages":"Article 108648"},"PeriodicalIF":5.7,"publicationDate":"2024-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142445269","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
An aircraft structural risk assessment method considering fatigue crack propagation based on fatigue damage diagnosis and prognosis 基于疲劳损伤诊断和预报的考虑疲劳裂纹扩展的飞机结构风险评估方法
IF 5.7 2区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2024-10-13 DOI: 10.1016/j.ijfatigue.2024.108650
Liang Han , Xiaofan He , Yu Ning , Yanjun Zhang , Yan Zhou
An aircraft structural risk assessment method based on fatigue damage diagnosis and prognosis has been developed, considering fatigue crack propagation. The process is divided into three stages: initial crack diagnosis, crack diagnosis, and prediction, utilizing Monte Carlo simulation. Using 2024 aluminum alloy specimens with central holes, the study indicates that in the initial crack diagnosis stage, an inspection standard with a Single Flight Probability of Failure (SFPOF) less than 10-7 and a threshold method enhances structural fatigue crack diagnosis. In the crack diagnosis and prediction stages, iterative updates using Gaussian Process Regression (GPR) within a Dynamic Bayesian Network (DBN) improve crack propagation prediction and risk assessment accuracy. The diagnostic interval significantly impacts SFPOF, with an optimized interval balancing accuracy and computation time. Simplified and precise K value calculation methods enhance efficiency and accuracy. The method reduces costs and improves risk assessment accuracy, providing new insights for SPHM-based aircraft structural risk assessment.
考虑到疲劳裂纹的扩展,开发了一种基于疲劳损伤诊断和预报的飞机结构风险评估方法。该过程分为三个阶段:初始裂纹诊断、裂纹诊断和预测,采用蒙特卡罗模拟法。研究使用带中心孔的 2024 铝合金试样,结果表明,在初始裂纹诊断阶段,单次飞行失效概率(SFPOF)小于 10-7 的检测标准和阈值法可增强结构疲劳裂纹诊断。在裂纹诊断和预测阶段,使用动态贝叶斯网络(DBN)中的高斯过程回归(GPR)进行迭代更新,可提高裂纹扩展预测和风险评估的准确性。诊断时间间隔对 SFPOF 有重大影响,优化的时间间隔可在精度和计算时间之间取得平衡。简化而精确的 K 值计算方法提高了效率和准确性。该方法降低了成本,提高了风险评估的准确性,为基于 SPHM 的飞机结构风险评估提供了新的见解。
{"title":"An aircraft structural risk assessment method considering fatigue crack propagation based on fatigue damage diagnosis and prognosis","authors":"Liang Han ,&nbsp;Xiaofan He ,&nbsp;Yu Ning ,&nbsp;Yanjun Zhang ,&nbsp;Yan Zhou","doi":"10.1016/j.ijfatigue.2024.108650","DOIUrl":"10.1016/j.ijfatigue.2024.108650","url":null,"abstract":"<div><div>An aircraft structural risk assessment method based on fatigue damage diagnosis and prognosis has been developed, considering fatigue crack propagation. The process is divided into three stages: initial crack diagnosis, crack diagnosis, and prediction, utilizing Monte Carlo simulation. Using 2024 aluminum alloy specimens with central holes, the study indicates that in the initial crack diagnosis stage, an inspection standard with a Single Flight Probability of Failure (SFPOF) less than 10<sup>-7</sup> and a threshold method enhances structural fatigue crack diagnosis. In the crack diagnosis and prediction stages, iterative updates using Gaussian Process Regression (GPR) within a Dynamic Bayesian Network (DBN) improve crack propagation prediction and risk assessment accuracy. The diagnostic interval significantly impacts SFPOF, with an optimized interval balancing accuracy and computation time. Simplified and precise <em>K</em> value calculation methods enhance efficiency and accuracy. The method reduces costs and improves risk assessment accuracy, providing new insights for SPHM-based aircraft structural risk assessment.</div></div>","PeriodicalId":14112,"journal":{"name":"International Journal of Fatigue","volume":"190 ","pages":"Article 108650"},"PeriodicalIF":5.7,"publicationDate":"2024-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142445828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
期刊
International Journal of Fatigue
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