Pipelines play a significant role in liquid and gas resource distribution. Pipeline leaks,
however, result in severe consequences, such as wasted resources, risks to community …

Rolling bearing is a key component of machinery, its fatigue failure will affect the reliability of
machinery. The bearing vibration signal has strong nonlinearity, resulting in weak fault …

In this paper, we report a detailed overview of non-destructive techniques, specifically
Acoustic emission, for structural health monitoring in engineering applications. The review …

In this study, a general machine learning‐based approach is proposed for fatigue crack
growth rate (FCGR) prediction using multivariate acoustic emission (AE) online monitoring …

The acoustic emission (AE) characteristics of rock during loading can reflect the law of crack
propagation and evolution in the rock. In order to study the fracture mode in the process of …

The fatigue load that a material experiences and its microstructure are important factors
influencing fatigue crack propagation behavior. This study employed laser scanning …

The accurate detection and evaluation of creep damage in structural steel is essential for
ensuring the safety and reliability of high-temperature structures. In this work, the in situ …

Structural crack damage caused by high-stress concentration and external alternating load
is characterized by imperceptible and low damage load, which makes online monitoring …

At present, ML has become an effective method to solve the prediction problem of fatigue
crack growth. To reduce the inaccurate prediction caused by uncertain factors in crack …

The fifth Industrial revolution (I5. 0) prioritizes resilience and sustainability, integrating
cognitive cyber-physical systems and advanced technologies to enhance machining …