Remaining useful life prediction: from statistical modeling to federated approach

• Main Author: Gan, Xin
• Other Authors: Wen Yonggang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/156410
• Institution: Nanyang Technological University

Smart manufacturing is getting increasingly popular in different areas, including aircraft systems, uninterruptible power supply systems, hydraulic systems, etc. Meanwhile, the capability of intelligent machines doing edge computing is growing rapidly. Predictive maintenance is applied to differe...