XU RongXia, GAO JianXiong, WU ZhiFeng, et al. PREDICTION OF FATIGUE LIFE BASED ON FUZZY MATHEMATICS AND GREY SYSTEM THEORY. [J]. Journal of Mechanical Strength 45(6):1452-1458(2023)
DOI:
XU RongXia, GAO JianXiong, WU ZhiFeng, et al. PREDICTION OF FATIGUE LIFE BASED ON FUZZY MATHEMATICS AND GREY SYSTEM THEORY. [J]. Journal of Mechanical Strength 45(6):1452-1458(2023) DOI: 10.16579/j.issn.1001.9669.2023.06.024.
PREDICTION OF FATIGUE LIFE BASED ON FUZZY MATHEMATICS AND GREY SYSTEM THEORY
The traditional fatigue life prediction method Miner theory ignored the damage caused by stress below the fatigue limit to the component
resulting in a large error in fatigue life prediction. In order to calculate the damage caused by the stress below the fatigue limit to the component
according to the loading stress and its characteristics of the damage
the partial large membership function in the semi-trapezoidal and trapezoidal distribution is selected
and the degree of damage caused by the stress below the fatigue limit is characterized by its membership. The damage phenomenon reflected by this membership functionis regarded as a gray system
and an equally spaced GM(1
1) model of stress and membership is established. Then
it fitted its function expression and combined it with the membership function to calculate the damage caused by stress below the fatigue limit. Two sets of 41Cr4 multi-level loading experimental data were used to verify and evaluate the proposed new model
and the error between the estimated results and the experimental results was about 7.5%. Compared with Miner theory
the predicted fatigue life model of the equally spaced grey system
and the grey Verhulst predicted fatigue life model
this model improves the fatigue life prediction accuracy.
关键词
隶属函数灰色系统理论疲劳极限GM(11)模型疲劳寿命
Keywords
Membership functionGrey system theoryFatigue limitGM(11) modelFatigue life