A three-dimensional vibration data compression method for rolling bearing condition monitoring

• Main Authors: Yin, Yuhua, Liu, Zhiliang, Zuo, Mingjian, Zhou, Zetong, Zhang, Junhao
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Condition Monitoring; Data Binarization
• Online Access: https://hdl.handle.net/10356/170751
• Institution: Nanyang Technological University

In condition monitoring for rolling bearings, it has achieved good diagnostic performance and clear mechanistic interpretation based on vibration data. The high sampling frequency of data collection preserves fault characteristics but brings the problem of big data. An effective way to reduce this p...