Aircraft engine turbine RUL prediction using NADINE

• Main Author: Tsang, Aloysius Jin Hou
• Other Authors: Mahardhika Pratama
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: https://hdl.handle.net/10356/144580
• Institution: Nanyang Technological University

RUL prediction has become a widely researched topic in recent years. This paper describes the use of the deep learning approach Neural Network with Dynamically Evolving Capability (NADINE) to overcome RUL prediction challenges used in static deep learning methods - the need for predefined initial ne...