Neural network (NN) models have significantly impacted fatigue‐related engineering
communities and are expected to increase rapidly due to the recent advancements in …

Laser profilometry and structured light sensors are being increasingly deployed for pipeline
inspection as they provide the operator with a precise 3D map that can enable visual …

Magnetic flux leakage (MFL), a widely used nondestructive evaluation (NDE) method, for
inspecting pipelines to prevent potential long-term failures. However, during field testing …

Manufacturing and online service of ferromagnetic materials easily induce local stress
concentrations and then generate cracks. Research on in-service inspection of stress status …

Destructive testing methods, such as Vickers hardness test or hole drilling methods for
residual stress evaluation have long been conventional approaches in manufacturing to …

Stainless steel is used in many applications because of its excellent mechanical properties
at elevated temperatures. Material fatigue is a major problem in steel structures and can …

Even after extensive efforts to enhance our understanding of materials, modeling, and
system processes, uncertainty continues to be an inevitable factor that impacts system …

The increasing use of stainless steel in industrial structures can be attributed to its excellent
mechanical properties at elevated temperatures. Martensitic grade stainless-steel is used …

The first part of this doctoral thesis explores the application of Magnetic Barkhausen Noise
and Non-Linear Eddy Current techniques for the early-stage detection of fatigue in …

Wireless sensing and communication techniques are superior and preferred over tethered
counterparts. Wireless system has already replaced or replacing commonly used data …