Advanced feature extraction and selection for fault diagnosis and prognosis

• Main Author: Zhou, Junhong
• Other Authors: Zhong Zhaowei
• Format: Theses and Dissertations
• Language: English
• Published: 2012
• Subjects: DRNTU::Engineering::Mechanical engineering::Control engineering; DRNTU::Engineering::Mechanical engineering::Mechatronics
• Online Access: https://hdl.handle.net/10356/50600
• Institution: Nanyang Technological University

Condition based maintenance (CBM) has become increasingly important over the past decade as a means to maximize the asset usage and plant operating efficiency. CBM reduces maintenance cost by reducing the unnecessary scheduled preventive maintenance where equipment outages are predicted and maintena...