Fatigue life prediction is critical for ensuring the safe service and the structural integrity of
mechanical structures. Although data-driven approaches have been proven effective in …

Reliability evaluation of aeroengine rotor systems is often characterized by multiple
correlated frail sites and multiple coupled failure modes, leading to the traditional integral …

Fatigue fracture of welded joints is an important cause for engineering accidents. Due to the
coexistence of so many influencing factors, the current prediction model of fatigue behavior …

This paper proposes a surrogate modeling approach based on XGboost machine learning
technique, in order to establish a data-driven mapping relationship between input and …

A generalization ability-enhanced approach for corrosion fatigue life prediction was
proposed. The data augmentation and analysis of influence factors were conducted via …

Low cycle fatigue (LCF) and creep-fatigue interaction (CFI) behaviour of 316L stainless steel
at 550° C were investigated using experimental and modelling approaches. Results …

A new framework for creep-fatigue reliability assessment of high-temperature components is
proposed in this paper, during which the monitoring data and physics-of-failure are …

For the fatigue reliability analysis of aeroengine blade-disc systems, the traditional direct
integral modelling methods or separate independent modelling methods will lead to low …

To achieve a high-reliability design of high-temperature structures with a feasible balance
between accuracy and efficiency, the physics-based probabilistic assessment for creep …

Fatigue failure caused by high pressure of fluid and external vibration seriously affects the
performance and reliability of hydraulic pipelines. Probabilistic fatigue life assessment can …