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An enhanced direct method for ductile damage measurement 韧性损伤测量的增强型直接方法
IF 4.2 2区 工程技术 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-09-06 DOI: 10.1177/10567895241276444
M Dastjerdi, F Haji Aboutalebi, MS Sadeghi Nezhad
Damage measurement of materials is a crucial challenge for researchers and engineers in manufacturing industries. In this study, based on the image processing technique, a developed approach for determining the Lemaitre’s ductile damage parameter by the direct measurement method is proposed. For this purpose, first, the micrographs pictures are provided by a scanning electron microscope to attain the damage evolution behavior of St37 steel. Then, prediction results of the suggested method and the Lemaitre’s direct approach as well as the microhardness technique and also a lately published numerical method in damage propagation, crack initiation, and ductile fracture of a few tensile samples are compared with the corresponding experimental tests. The comparison reveals the higher efficiency and accuracy of the current approach. Therefore, it is concluded that the new presented method is a reliable approach to achieve the Lemaitre’s ductile damage parameter and predict the damage evolution behavior of ductile materials.
材料的损伤测量是制造业研究人员和工程师面临的一项重要挑战。本研究基于图像处理技术,提出了一种通过直接测量方法确定勒梅特韧性损伤参数的方法。为此,首先利用扫描电子显微镜提供的显微照片来了解 St37 钢的损伤演变行为。然后,将所建议的方法、勒梅特尔直接方法、显微硬度技术以及最近发表的数值方法在一些拉伸样品的损伤扩展、裂纹萌生和韧性断裂方面的预测结果与相应的实验测试结果进行比较。比较结果表明,当前方法的效率和准确性更高。因此,得出的结论是,新提出的方法是实现勒梅特尔延性损伤参数和预测延性材料损伤演化行为的可靠方法。
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引用次数: 0
Brittleness evaluation and damage evolution of sandstone under hydromechanical coupling 水力机械耦合作用下砂岩的脆性评估和损伤演变
IF 4.2 2区 工程技术 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-09-04 DOI: 10.1177/10567895241277224
Kuan Zhang, Wei Wang, Yajun Cao, Shifan Liu, Xuelei Duan
Investigating the brittleness characteristics and damage evolution of deep rock masses under hydromechanical coupling has important significance. The variations in mechanical properties and brittleness characteristics of sandstone under different confining pressures and pore pressures were studied. Based on the stress threshold evolution and energy conversion analysis of the full stress-strain behavior characteristics of the rock, the new brittleness evaluation indexes were proposed, which effectively described the rock brittle failure mode and verified the reliability and applicability of the brittleness index. Additionally, from the perspective of rock pore micro-elements and the growth of matrix particle defects, the strain statistical damage theory was introduced to establish a rock statistical damage evolution model capable of accounting for the influence of pore pressure, thereby effectively capturing the nonlinear soft hardening of porous rocks under hydraulic coupling conditions. The correlation between rock brittleness and rock soft and hardening characteristics was reasonably expressed by constructing a new brittleness evaluation index, discovered from the relationship between rock damage parameters and brittleness characteristics. Eventually, based on the proposed nonlinear expression and statistical damage evolution model, the development trend of sandstone lateral strain is predicted well. The theoretical validation has good consistency with the experimental data and illustrates the rationality of the model.
研究深部岩体在水力机械耦合作用下的脆性特征和破坏演化具有重要意义。研究了砂岩在不同约束压力和孔隙压力下力学性质和脆性特征的变化。基于岩石全应力应变行为特征的应力阈值演化和能量转换分析,提出了新的脆性评价指标,有效地描述了岩石的脆性破坏模式,验证了脆性指标的可靠性和适用性。此外,从岩石孔隙微元和基质颗粒缺陷生长的角度,引入应变统计损伤理论,建立了能够考虑孔隙压力影响的岩石统计损伤演化模型,从而有效捕捉了多孔岩石在水力耦合条件下的非线性软硬化现象。根据岩石损伤参数与脆性特征之间的关系,通过构建新的脆性评价指标,合理表达了岩石脆性与岩石软硬特征之间的相关性。最终,基于提出的非线性表达式和统计损伤演化模型,很好地预测了砂岩侧向应变的发展趋势。理论验证与实验数据具有良好的一致性,说明了模型的合理性。
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引用次数: 0
Behavior monitoring of flax fiber reinforced composites by guided waves 利用导波监测亚麻纤维增强复合材料的行为
IF 4.2 2区 工程技术 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-29 DOI: 10.1177/10567895241275365
Driss Hana, Beyaoui Moez, Kesentini Zeineb, El Mahi Abderrahim, Bentahar Mourad, Haddar Mohamed, Deba Datta Mandal
The mechanical behavior under static and fatigue loading induced by mechanical forces is examined in this article through the utilization of a non-destructive methodology. However, it is worth noting that the dynamics of elastic waves become notably more intricate when dealing with composite materials. In order to provide a comprehensive description of the green flax/epoxy system, a crucial component of this study involves the computation of guided wave dispersion curves within the test samples. By evaluating the longitudinal and shear modulus under varying stress conditions, the propagation of high-frequency ultrasonic waves, which serves as a dynamic mechanical deformation, can be leveraged to facilitate the comparison of both mechanical and ultrasonic data. The significant changes occurring during the aging process are closely associated with variations in velocity throughout the loading period. The wavelet transformation of all acquired ultrasonic echoes yields the experimental transfer function, thereby enhancing our understanding of the subject matter.
本文通过使用非破坏性方法,对机械力引起的静态和疲劳载荷下的机械行为进行了研究。然而,值得注意的是,在处理复合材料时,弹性波的动力学特性明显变得更加复杂。为了全面描述绿色亚麻/环氧树脂系统,本研究的一个关键部分是计算测试样本内的导波频散曲线。通过评估不同应力条件下的纵向模量和剪切模量,可以利用高频超声波的传播(作为动态机械变形)来促进机械数据和超声波数据的比较。老化过程中发生的重大变化与整个加载期间的速度变化密切相关。对所有获取的超声波回波进行小波变换,可得到实验传递函数,从而加深我们对这一主题的理解。
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引用次数: 0
Experimental investigations and micromechanical thermal fatigue models of concrete 混凝土的实验研究和微机械热疲劳模型
IF 4.2 2区 工程技术 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-29 DOI: 10.1177/10567895241278666
Haiyou Peng, Qiang Xie, Chong Wang, Shuai Zhou, J Woody Ju
The vast changes in temperature are what produce thermal fatigue damage to concrete. In this study, concrete specimens in three different categories—C20, C40, and C60—are tested for thermal fatigue at temperatures ranging from 10°C to 80°C in an atmosphere with constant relative humidity. Utilizing ultrasonic nondestructive testing, the elastic modulus of concrete is determined. After thermal cycling, the mass reduction and appearance of samples are also recorded. The results demonstrate that the degrading effects of thermal fatigue clearly influence concrete. As the thermal cycle lengthens, the elastic modulus of concrete rapidly decreases, and C60 concrete experiences a greater reduction in elastic modulus than C20 concrete. With thermal cycles, the damage factor increases and the ultrasonic wave velocity steadily decreases, suggesting a propagation of the concrete’s interior microcracks. Additionally, the micromechanical thermal fatigue model is developed based on the experimental results. The ability to simulate and describe the physical behavior of concrete under thermal fatigue stress on the microscale is validated by the proposed micromechanical damage model.
温度的巨大变化会对混凝土造成热疲劳破坏。在这项研究中,在温度为 10°C 至 80°C 的恒定相对湿度环境下,对三种不同类别(C20、C40 和 C60)的混凝土试样进行了热疲劳测试。通过超声波无损检测,确定了混凝土的弹性模量。热循环后,还记录了样品的质量减少和外观。结果表明,热疲劳的退化效应对混凝土有明显影响。随着热循环时间的延长,混凝土的弹性模量迅速降低,C60 混凝土比 C20 混凝土的弹性模量降低幅度更大。随着热循环的延长,损坏系数增加,超声波速度逐渐降低,这表明混凝土内部的微裂缝正在扩展。此外,还根据实验结果开发了微机械热疲劳模型。所提出的微机械损伤模型验证了在微尺度上模拟和描述热疲劳应力下混凝土物理行为的能力。
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引用次数: 0
Statistical damage constitutive model based on energy conversion for rocks 基于岩石能量转换的统计损伤构成模型
IF 4.2 2区 工程技术 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-22 DOI: 10.1177/10567895241277217
Cheng Hongming, Yang Xiaobin, Lu Jie, Dong Chuanlong, Lan Yongqing
The nonlinearity of the constitutive relation for rocks becomes more prominent with a more complex physical-mechanical environment and mechanical behavior. The accurate establishment of the constitutive relation affects the determination of rock deformation and damage state from physical features. In this study, a novel statistical damage constitutive model for rocks is proposed based on quantified energy conversion. The novelty of the model is that the nature of rock damage before and after damage stress is considered. In the constitutive model, the evolution characteristics of energy conversion show a five-stage evolution with a ‘spoon’ form and correspond to the rock deformation and damage process, which can be fitted with the modified GaussAmp function; the damage variable is deduced by the Weibull distribution with energy conversion as the distribution variable, which presents a monotonic decrease caused by initial defects before the σcd and shows a ‘S’ shape caused by nascent cracks after the σcd. Furthermore, triaxial test data of three types of rocks under different confining pressures were used to verify the proposed model, and the results were in good agreement with the test data in most cases. The characteristics of the crack closure stage, peak stress, residual strength, and stress drop process are controlled by the model parameters, which can be determined using experimental data. As these parameters definitely have a physical meaning and a relation to the confining pressure, the proposed model has the potential to be used in rock engineering.
岩石构成关系的非线性随着物理力学环境和力学行为的复杂化而变得更加突出。构造关系的准确建立影响着根据物理特征确定岩石变形和破坏状态。本研究提出了一种基于量化能量转换的新型岩石统计损伤构成模型。该模型的新颖之处在于考虑了损伤应力前后岩石损伤的性质。在该组成模型中,能量转换的演化特征呈现出 "勺形 "的五阶段演化,与岩石变形和损伤过程相对应,可用修正的 GaussAmp 函数拟合;损伤变量由以能量转换为分布变量的 Weibull 分布推导得出,在 σcd 之前,由初始缺陷引起的损伤呈单调递减,在 σcd 之后,由新生裂缝引起的损伤呈 "S "形。此外,还使用了三种岩石在不同约束压力下的三轴试验数据来验证所提出的模型,结果在大多数情况下与试验数据十分吻合。裂缝闭合阶段、峰值应力、残余强度和应力下降过程的特征由模型参数控制,这些参数可通过实验数据确定。由于这些参数肯定具有物理意义并与约束压力有关,因此所提出的模型有可能用于岩石工程。
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引用次数: 0
An improved damage constitutive model for pre-heated rocks under uniaxial compression considering the initial compaction effect and residual strength 考虑初始压实效应和残余强度的预热岩石单轴压缩改进损伤构成模型
IF 4.2 2区 工程技术 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-22 DOI: 10.1177/10567895241275380
Xunjian Hu, Dongdong Ma, Ni Xie, Qizhi Zhu, Haibo Hu, Xiaonan Gong
Enhancing our understanding of the damage evolution in pre-heated rock is essential for safer design practices. Accordingly, a mechanical damage variable that accurately depicts the initial damage recovery process was proposed. Subsequently, a damage constitutive model is developed based on the generalized equivalent strain principle, enabling the identification of the initial nonlinear characteristics exhibited in the stress-strain curve. By integrating the above constitutive model with a statistical damage model that considers the residual strength based on the Weibull distribution, a comprehensive piecewise damage constitutive model specifically designed for pre-heated rocks was derived. The model consists of eight parameters, which can be directly determined through experimental results or readily obtained by fitting of the stress-strain data. A comparison of experimental data from multiple pre-heated rock types subjected to uniaxial compression is performed to validate the proposed model, revealing a strong agreement between the theoretical and experimental results. The comparison results demonstrate that the proposed model effectively captures the nonlinearity of the stress-strain curve throughout various stages, including the initial compaction, linear elastic, and strain-hardening stages before reaching the peak stress, as well as the subsequent strain-softening and residual stages. Furthermore, the proposed damage constitutive model elucidates the influence of temperature on crucial factors such as the elastic modulus, peak stress, residual strength, and stress-strain curve of pre-heated rocks, thereby enhancing its applicability in the design of deep underground rock projects.
加强对预热岩石损伤演变过程的了解对于更安全的设计实践至关重要。因此,我们提出了一种能准确描述初始损伤恢复过程的机械损伤变量。随后,根据广义等效应变原理建立了损伤构成模型,从而能够识别应力-应变曲线中表现出的初始非线性特征。通过将上述组成模型与基于威布尔分布考虑残余强度的统计损伤模型相结合,得出了一个专为预热岩石设计的综合片断损伤组成模型。该模型由八个参数组成,这些参数可以通过实验结果直接确定,也可以通过应力应变数据拟合轻松获得。为了验证所提出的模型,对多种预热岩石类型在单轴压缩条件下的实验数据进行了比较,结果表明理论结果与实验结果非常吻合。对比结果表明,所提出的模型有效地捕捉了应力-应变曲线在各个阶段的非线性,包括达到峰值应力之前的初始压实、线弹性和应变硬化阶段,以及随后的应变软化和残余阶段。此外,所提出的损伤构成模型还阐明了温度对预热岩石的弹性模量、峰值应力、残余强度和应力应变曲线等关键因素的影响,从而提高了其在地下深层岩石工程设计中的适用性。
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引用次数: 0
Evolution of the damage precursor based on the felicity effect in shale 基于页岩中幸福效应的破坏前兆演变
IF 4.2 2区 工程技术 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-05-24 DOI: 10.1177/10567895241253727
PK Gautam, Rishabh Dwivedi, Peeyush Garg, Dipaloke Majumder, Siddhartha Agarwal, Maurice McSaveney, TN Singh
Damage precursors during hydraulic fracturing in shale gas reservoirs may be better understood if the deformation, failure, and acoustic emission (AE) characteristics under cyclic loading are known. Therefore, the purpose of this paper is to investigate the quantitative damage based on the Felicity effect under constant stress lower limit uniaxial cyclic loading-unloading rates (0.5, 1.0, 1.5, 2.0, and 2.5 kN/s). Variations in the b-value and the spatiotemporal evolution of cumulative AE were also used to observe how shale fractures formed. The findings reveal that during the unloading stage, there are many cumulative AE events when the stress level is low (≤1.50 kN/s) but that this number drops significantly when the stress level increases above (>2.0 kN/s). The AE amplitude, AE counts, and cumulative AE energy of each cycle in a loading-unloading test show an increasing trend, but the rate increases in the last cycle. During the whole process of loading and unloading, the Kaiser effects were present in the 3rd cycle at stress levels (≤1.5 kN/s). Still, the Felicity effect appeared in the 2nd and 1st cycles during 2.0 and 2.5 kN/s cyclic loading. The Kaiser effect occurs in the linear elastic stage, while the Felicity effect occurs in the crack initiation and crack damage stage. Furthermore, the Felicity ratio (FR) variations during shale deformation and failure can be divided into four phases: (Phase I = 1.01 ≥ FR > 0.89), (Phase II = 0.89 ≥ FR > 0.48), (Phase III = 0.48 ≥ FR > 0.23), and (Phase IV = FR ≤ 0.23). The b-value is relatively higher under the loading rate below (≤1.50 kN/s), indicating an increase in the number of small AE events. In contrast, the fact that the b-value is relatively smaller under the loading rate above (>2.0 kN/s) indicates that, the number of large AE events increases the number of cracks and fractures. These findings provide important design references for damaged precursors during hydraulic fracturing in shale gas reservoirs.
如果知道循环加载下的变形、破坏和声发射(AE)特征,就能更好地理解页岩气藏水力压裂过程中的破坏前兆。因此,本文的目的是研究在恒定应力下限单轴循环加载-卸载速率(0.5、1.0、1.5、2.0 和 2.5 kN/s)下基于 Felicity 效应的定量损伤。b 值的变化和累积 AE 的时空演变也用于观察页岩裂缝的形成过程。研究结果表明,在卸载阶段,当应力水平较低时(≤1.50 kN/s),会出现大量累积 AE 事件,但当应力水平高于(2.0 kN/s)时,累积 AE 事件的数量会显著下降。在加载-卸载试验中,每个周期的 AE 振幅、AE 计数和累积 AE 能量都呈上升趋势,但在最后一个周期,上升速度加快。在整个加载和卸载过程中,凯撒效应出现在应力水平(≤1.5 kN/s)的第 3 个周期。在 2.0 和 2.5 kN/s 循环加载期间,费利西蒂效应仍然出现在第 2 和第 1 个循环中。Kaiser 效应出现在线性弹性阶段,而 Felicity 效应出现在裂纹萌发和裂纹破坏阶段。此外,页岩变形和破坏过程中的费利西比(FR)变化可分为四个阶段:(第一阶段 = 1.01 ≥ FR > 0.89)、(第二阶段 = 0.89 ≥ FR > 0.48)、(第三阶段 = 0.48 ≥ FR > 0.23)和(第四阶段 = FR ≤ 0.23)。在以下加载速率下(≤1.50 kN/s),b 值相对较高,表明小 AE 事件的数量有所增加。相反,在加载速率高于(2.0 kN/s)时,b 值相对较小,这表明大的 AE 事件数量会增加裂缝和断裂的数量。这些发现为页岩气藏水力压裂过程中受损前驱体的设计提供了重要参考。
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引用次数: 0
A 3D micromechanical model to predict the complete stress-strain relation of microencapsulated self-healing concrete 预测微胶囊自愈合混凝土完整应力-应变关系的三维微机械模型
IF 4.2 2区 工程技术 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-05-23 DOI: 10.1177/10567895241245956
Kaihang Han, J Woody Ju, Xiangsheng Chen, Le-Yang Lv, Shuai Zhou, Gang Wei, Zhiguo Zhang, Hongzhi Cui
The research on the concrete structure built with self-healing materials brings inspiration to increase the safety and sustainability of underground structures in the whole life cycle. The utilization of microencapsulated healing agents in self-healing concrete has demonstrated efficacy in the repair of microcracks within concrete structures. Nevertheless, there exists a dearth of effective methodologies for assessing the impact of microcapsule parameters on the mechanical properties of self-healing concrete. This study introduces an innovative three-dimensional micromechanical model that can be utilized to analyze the micromechanical response of microencapsulated self-healing concrete under tensile loading conditions. The 3D micromechanical model is accomplished through the utilization of the elastic secant compliance tensor. Subsequently, a comprehensive examination is undertaken to analyze the progression of damage-healing in self-healing concrete incorporating microcapsules. Finally, a parametric investigation is conducted to elucidate the impact of the micro-parameters on the mechanical behavior of self-healing concrete. The present discovery holds significant implications for the development of microencapsulated self-healing concrete for underground structures, particularly in terms of establishing appropriate parameters.
对使用自愈合材料建造的混凝土结构的研究为提高地下结构在整个生命周期内的安全性和可持续性带来了启示。在自愈合混凝土中使用微胶囊愈合剂已证明对修复混凝土结构中的微裂缝具有功效。然而,目前还缺乏有效的方法来评估微胶囊参数对自愈合混凝土机械性能的影响。本研究介绍了一种创新的三维微观力学模型,可用于分析微胶囊自愈合混凝土在拉伸加载条件下的微观力学响应。三维微观力学模型是通过利用弹性正割顺应张量实现的。随后,对掺入微胶囊的自愈合混凝土的损伤愈合过程进行了全面研究分析。最后,还进行了参数研究,以阐明微参数对自愈合混凝土力学行为的影响。本发现对开发用于地下结构的微胶囊自愈合混凝土具有重要意义,特别是在建立适当参数方面。
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引用次数: 0
Cyclic loading and unloading strain equations and damage evolution of gypsum specimens considering damping effects 考虑阻尼效应的石膏试样循环加载和卸载应变方程及损伤演变
IF 4.2 2区 工程技术 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-05-17 DOI: 10.1177/10567895241253735
Di Wu, Laiwang Jing, Wei Jing, Shaochi Peng
This study aims to establish a strain instanton equation and damage factor evolution law for gypsum specimens by considering damping. First, damping energy is calculated based on the single-degree-of-freedom vibration model, and the instantaneous strain equation is obtained based on the stress balance equation. Second, the dissipation energy is divided into damping and damage energies, and a damage-factor correction algorithm is obtained. Third, cyclic loading and unloading tests were performed at different loading rates and stress amplitudes to verify the accuracy of the strain equation. Finally, the specimens’ magnitude curves and crack characteristics were monitored using moment–tensor acoustic emission simulations. The factors influencing the damping energy and strain equations, energy and damage evolution laws of the specimens, and damage patterns of the specimens at different loading rates were analysed. The results show that the instantaneous strain equation and the modified damage factor considering the damping effect can effectively reflect the deformation law and damage state of the specimens. In contrast, the damage to the specimens in the lower limit of the variable stress experiment was lower than that in the lower limit of the constant stress experiment. As the loading rate increases, the damage energy density of the specimen decreases, and the damage factor within a single cycle gradually decreases. As the loading rate increases, the number of crack events in the model increases significantly, size becomes more uniform, and sequentially exhibits dense and sparse distribution patterns, percentage of shear cracks decreases significantly, number of mixed cracks increases significantly, brittle behaviour of the specimen becomes obvious, and a complete damage state is attained known as the ‘crushed’ state. This study provides a theoretical reference for damage assessments of viscoelastic–plastic materials subjected to perturbing loads.
本研究旨在通过考虑阻尼建立石膏试样的应变瞬时方程和损伤因子演变规律。首先,根据单自由度振动模型计算阻尼能,并根据应力平衡方程得到瞬时应变方程。其次,将耗散能分为阻尼能和损伤能,并得出损伤因子修正算法。第三,在不同加载速率和应力幅值下进行循环加载和卸载试验,以验证应变方程的准确性。最后,利用力矩张量声发射模拟监测了试样的振幅曲线和裂纹特征。分析了影响阻尼能量和应变方程的因素、试样的能量和损伤演变规律以及不同加载速率下试样的损伤模式。结果表明,瞬时应变方程和考虑阻尼效应的修正损伤因子能有效反映试样的变形规律和损伤状态。相比之下,变应力实验下限试样的损伤程度低于恒应力实验下限试样的损伤程度。随着加载速率的增加,试样的损伤能量密度降低,单周期内的损伤因子逐渐减小。随着加载速率的增加,模型中裂纹事件的数量显著增加,尺寸变得更加均匀,并依次呈现出密集和稀疏的分布模式,剪切裂纹的百分比显著下降,混合裂纹的数量显著增加,试样的脆性行为变得明显,并达到完全破坏状态,即 "破碎 "状态。这项研究为受到扰动载荷作用的粘弹性塑料材料的损伤评估提供了理论参考。
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引用次数: 0
A modified Manson-Halford model based on improved WOA for fatigue life prediction under multi-level loading 基于改进型 WOA 的改进型曼森-哈福德模型,用于多级加载下的疲劳寿命预测
IF 4.2 2区 工程技术 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-05-15 DOI: 10.1177/10567895241245869
Yibo Yang, Li Zou, Xinyu Cao, Xinhua Yang, Yibo Sun
The Manson-Halford (M-H) nonlinear cumulative damage model is widely applied for fatigue life analysis problems under multi-level loading. In this model, the influence of loading sequence on the fatigue life can be better considerer, but the loading interaction effect is ignored. An improved whale optimization algorithm (IWOA) by integrating multiple strategies is proposed. The ability of global search and local exploitation is balanced and improved through nonlinear convergence factor, adaptive weighting factors and the Cauchy reverse learning strategies. In order to fully account for loading interaction effect, loading weighting factors are introduced to modify the M-H model, and the parameters are optimized through the global search properties of IWOA. The model is evaluated on multi-level loading fatigue experimental data from five metal materials and two aluminum alloy welded joints. The results suggest that the proposed IWOA has better optimization accuracy compared to the standard whale optimization algorithm (WOA). The proposed modified M-H model has better prediction performance compared to the four traditional cumulative damage models, which can be effectively applied to multi-level loading fatigue life analysis problems under actual working conditions. The proposed model is useful for the study of fatigue life evaluation methods.
曼森-哈福德(M-H)非线性累积损伤模型被广泛应用于多级加载下的疲劳寿命分析问题。该模型较好地考虑了加载顺序对疲劳寿命的影响,但忽略了加载交互效应。本文提出了一种集成多种策略的改进鲸鱼优化算法(IWOA)。通过非线性收敛因子、自适应权重因子和 Cauchy 反向学习策略,平衡并提高了全局搜索和局部利用的能力。为了充分考虑载荷交互效应,引入了载荷加权因子来修正 M-H 模型,并通过 IWOA 的全局搜索特性来优化参数。该模型在五种金属材料和两种铝合金焊接接头的多级加载疲劳实验数据上进行了评估。结果表明,与标准鲸鱼优化算法(WOA)相比,所提出的 IWOA 具有更好的优化精度。与四种传统累积损伤模型相比,所提出的修正 M-H 模型具有更好的预测性能,可有效地应用于实际工况下的多级加载疲劳寿命分析问题。所提出的模型有助于疲劳寿命评估方法的研究。
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引用次数: 0
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International Journal of Damage Mechanics
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