Study on data compression feasibility of sparse coding for machine condition-based monitoring

• Main Author: Nicholas Sadjoli
• Other Authors: School of Electrical and Electronic Engineering
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling
• Online Access: http://hdl.handle.net/10356/75191
• Institution: Nanyang Technological University

On-time milling machine maintenance and upkeep are critical to ensure on-time production in fabrication cells. In recent years, Condition-Based Monitoring (CBM) has been regarded as one of the most state-of-the-art machine maintenance techniques that can significantly lower unscheduled maintenance c...