Population-based structural health monitoring (PBSHM) offers a new viewpoint for structural
health monitoring (SHM), allowing diagnostic information to be shared across populations of …

Prognostics and health management (PHM) is an engineering approach dealing with the
diagnosis, prognosis, and management of the health state of engineering systems. Methods …

A self-enhancing active transient protection (SeATP) control approach using model-based
strategies is proposed for gas turbine aero-engines, which aims at pro-actively handling …

The rapid advancement of machine-learning techniques has played a significant role in the
evolution of engine health management technology. In the last decade, deep-learning …

Predictive health monitoring of micro gas turbines can significantly increase the availability
and reduce the operating and maintenance costs. Methods for predictive health monitoring …

Abstract Model-based control shows promising potential for engine performance
improvement and future aero-propulsion requirements. In this paper, an auto-updating thrust …

In this study, a prognostics and health management (PHM) framework is proposed for aero-
engines, which combines a dynamic probability (DP) model and a long short-term memory …

Gas turbine aero-engines including turbofans, as the dominant powerplant for modern civil
aircraft, convert the fossil energy in the jet fuel to propulsive forces via the thermo-dynamic …

Enhancing anomaly detection performance is essential for effective gas turbine condition
monitoring and health maintenance. However, in industrial applications, gas turbine …

There are some problems such as uncertain thresholds, high dimension of monitoring
parameters and unclear parameter relationships in the anomaly detection of aero-engine …