Development of a deep learning-based approach for remaining useful life prediction of turbofan engine

• Main Author: Ng, Yi Hong
• Other Authors: Chen Chun-Hsien
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Aeronautical engineering::Aircraft motors and engines
• Online Access: https://hdl.handle.net/10356/166934
• Institution: Nanyang Technological University

In recent times, there has been a growing interest in predictive maintenance for turbofan engines as it has demonstrated significant potential in improving the maintenance process. The core concept behind predictive maintenance is to predict the remaining useful life (RUL) of a system. With accurate...