Fault diagnosis plays a significant role in conducting condition-based maintenance and
health management for gas turbines (GTs) to improve reliability and reduce costs. Various …

Anomaly detection of gas turbines faces the significant challenges of data imbalance and
inter-class overlap. In this paper, we develop a novel data augmentation method, namely …

Future trends in engine health management (EHM) systems are information fusion,
advanced analytical methods, and the concept of the Intelligent Engines. Machine Learning …

Multiple unexpected uncertainty factors can occur when measuring gas turbine engine data,
and the quality of the measured data can directly affect the accuracy of gas turbine engine …

Turbine engine monitoring is a well-known and well-studied subject that proves to be
essential for the aeronautic industry. A popular approach in engine monitoring is …

Considering the importance of continually improving the algorithms in aircraft engine
diagnostic systems, the present paper proposes and benchmarks a gas-path monitoring and …

The market for the small-scale micro gas turbine is expected to grow rapidly in the coming
years. Especially, utilization of commercial off-the-shelf components is rapidly reducing the …

As the core power for the aviation industry, shipbuilding industry, and power station industry,
it is essential to ensure that the gas turbines operate safely, reliably, greenly and efficiently …

Aircraft engine condition monitoring is a key technology for increasing safety and reducing
maintenance expenses. Current engine condition monitoring approaches use a minimum of …

Actuator faults can be critical in turbofan engines as they can lead to stall, surge, loss of
thrust and failure of speed control. Thus, fault diagnosis of gas turbine actuators has …