Machine learning for predictive maintenance of distributed systems

• Main Author: Liu, Yuxuan
• Other Authors: Tan Yap Peng
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Electronic systems
• Online Access: https://hdl.handle.net/10356/155878
• Institution: Nanyang Technological University

Evidently, accurate remaining useful life estimation provides numerous benefits in a wide range of real-world applications and industrial settings. Using multi-channel sensing signals, this project investigated a new deep convolutional neural network-based architecture for estimating the remaining u...