The development of structural health monitoring (SHM) techniques is of great importance to
improve the structural efficiency and safety. With advantages of long propagation distances …

Composite materials have been widely used in many industries due to their excellent
mechanical properties. It is difficult to analyze the integrity and durability of composite …

Ultrasonic testing (UT) is commonly used to inspect the geometric shape of internal damage
in composite materials and the test results need to be interpreted by trained experts. In this …

Accurate detection of damage in composite structures is of great significance to ensure safe
service and avoid catastrophic accidents. In this paper, a novel damage diagnosis method …

Ultrasonic guided waves have been extensively employed for characterising structural
damage thanks to their sensitivity to defects. Although they are easy to excite and acquire …

Abstract Machine learning has been demonstrated to be extremely promising in solving
inverse problems, but deep learning algorithms require enormous training samples to obtain …

This paper proposes a real-time non-destructive evaluation technique to detect defects in
laminated composites by deep learning using highly nonlinear solitary waves (HNSWs) …

Early damage identification and continuous system monitoring save dramatically
maintenance costs and increase the lifespan of priceless structures. Convolutional neural …

Lamb wave-based damage detection is one of the most promising structural health
monitoring (SHM) technologies for aircraft structures. In this paper, a Lamb wave-based …

This review paper addresses the critical need for structural prognostics and health
management (SPHM) in aircraft maintenance, highlighting its role in identifying potential …