Vibration-based health monitoring of aero-engine bearings . This project will develop new vibration-based techniques to greatly improve the detection and diagnosis of faults in aero engine bearings from in-flight measurements. To achieve this goal, advances will be made on source separation algorithms to extract the weak bearing signals, and signal processing techniques to extract features for diagnosing bearing fault severity and lubrication conditions, under a wide range of operating condition ....Vibration-based health monitoring of aero-engine bearings . This project will develop new vibration-based techniques to greatly improve the detection and diagnosis of faults in aero engine bearings from in-flight measurements. To achieve this goal, advances will be made on source separation algorithms to extract the weak bearing signals, and signal processing techniques to extract features for diagnosing bearing fault severity and lubrication conditions, under a wide range of operating conditions. A bearing degradation model will estimate the remaining useful life. Since rolling element bearings are among the most critical components in most machines, the results of this research will also provide massive benefits in other sectors such as mining, transportation, energy production and manufacturing.Read moreRead less
Understanding and improving pilot learning and development at critical stages of their career: Maintaining airline safety in changing times. Pilot training has never been more important with intense competitive pressure on airlines to improve training in response to rapid growth and a tight supply of experienced pilots. In an industry where economic imperatives and aircraft safety are tightly interlinked, regional airlines in particular are under pressure to recruit and promote less experienced ....Understanding and improving pilot learning and development at critical stages of their career: Maintaining airline safety in changing times. Pilot training has never been more important with intense competitive pressure on airlines to improve training in response to rapid growth and a tight supply of experienced pilots. In an industry where economic imperatives and aircraft safety are tightly interlinked, regional airlines in particular are under pressure to recruit and promote less experienced pilots. The study aims to follow two cohorts of pilots at critical stages in their careers: new pilots entering an airline and first officers seeking promotion to Captain. This project aims to fill a gap in research on pilot training through closely observed investigation into how pilots learn to fly, creating innovations in pilot training, with applicability to other complex work environments.Read moreRead less