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

• المؤلف الرئيسي: Ng, Yi Hong
• مؤلفون آخرون: Chen Chun-Hsien
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Aeronautical engineering::Aircraft motors and engines
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/166934

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...