Towards practical data-driven predictive maintenance: a robust and generalizable deep learning approach

• 主要作者: Mohamed Ragab Mohamad Adam
• 其他作者: Kwoh Chee Keong
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Mechanical engineering::Motors, engines and turbines
• 在線閱讀: https://hdl.handle.net/10356/163792
• 機構: Nanyang Technological University

Predictive maintenance (PdM) is a prevailing maintenance strategy that aims to minimize downtime, reduce maintenance costs, and increase machine reliability. With the huge data availability in the era of Industry 4.0, data-driven predictive maintenance leverages Artificial Intelligence (AI) and his...