Machine learning for predictive maintenance of distributed systems

• 主要作者: Liu, Yuxuan
• 其他作者: Tan Yap Peng
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Electrical and electronic engineering::Electronic systems
• 在線閱讀: https://hdl.handle.net/10356/155878
• 機構: 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...