Purpose This study aims to bring awareness to the developing of fault detection systems
using the data collected from sensor devices/physical devices of various systems for …

Industry 4.0, cyber-physical systems, and digital twins are generating ever more data. This
opens new opportunities for companies, as they can monitor development and production …

Gaussian processes (GPs) can be used to predict future states of a system with credible
intervals when considering multiple previous trajectories for training. For example, predicting …

Abstract Real-time Structural Health Monitoring (SHM) of aeronautical structural components
is a technology persistently investigated the last years by researchers and engineers to …

Most of the mechanical components manufactured in rubber materials experience
fluctuating loads, which cause material fatigue, significantly reducing their life. Different …

During its operation, the structural integrity of commercial aircraft is essentially based on
extensive, manual and thus cost-intensive structural inspections. In order to reduce the effort …

The basic principle of photogrammetry is mature and widely used in engineering. For gantry
cranes, the base of which is usually a cylinder, the measurement of the center of the cylinder …

Gaussian processes are typically defined by a prescribed mean and covariance function.
However, these prescribed functions without integrating prior information reduce the …

Fatigue-induced damage is still one of the most uncertain failures in structural systems.
Prognostic health monitoring together with surrogate models can help to predict the fatigue …