Cumulative fatigue damage theories for metals: review and prospects

IF 3.5 Q1 ENGINEERING, MULTIDISCIPLINARY International Journal of Structural Integrity Pub Date : 2023-09-08 DOI:10.1108/ijsi-09-2022-0119
Xintian Liu, Muzhou Ma
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Abstract

PurposeScholars mainly propose and establish theoretical models of cumulative fatigue damage for their research fields. This review aims to select the applicable model from many fatigue damage models according to the actual situation. However, relatively few models can be generally accepted and widely used.Design/methodology/approachThis review introduces the development of cumulative damage theory. Then, several typical models are selected from linear and nonlinear cumulative damage models to perform data analyses and obtain the fatigue life for the metal.FindingsConsidering the energy law and strength degradation, the nonlinear fatigue cumulative damage model can better reflect the fatigue damage under constant and multi-stage variable amplitude loading. In the following research, the complex uncertainty of the model in the fatigue damage process can be considered, as well as the combination of advanced machine learning techniques to reduce the prediction error.Originality/valueThis review compares the advantages and disadvantages of various mainstream cumulative damage research methods. It provides a reference for further research into the theories of cumulative fatigue damage.
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金属累积疲劳损伤理论综述与展望
目的学者主要针对各自的研究领域提出并建立累积疲劳损伤的理论模型。本文综述的目的是根据实际情况,从众多的疲劳损伤模型中选择适合的模型。然而,能够被普遍接受和广泛使用的模型相对较少。本综述介绍了累积损伤理论的发展。然后,从线性和非线性累积损伤模型中选择几种典型模型进行数据分析,得到金属的疲劳寿命。结果考虑能量规律和强度退化,非线性疲劳累积损伤模型能较好地反映恒、多级变幅加载下的疲劳损伤。在接下来的研究中,可以考虑模型在疲劳损伤过程中的复杂不确定性,并结合先进的机器学习技术来降低预测误差。原创性/价值本文比较了各种主流累积损伤研究方法的优缺点。为进一步研究累积疲劳损伤理论提供了参考。
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来源期刊
International Journal of Structural Integrity
International Journal of Structural Integrity ENGINEERING, MULTIDISCIPLINARY-
CiteScore
5.40
自引率
14.80%
发文量
42
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