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

• المؤلفون الرئيسيون: Yin, Yuhua, Liu, Zhiliang, Zuo, Mingjian, Zhou, Zetong, Zhang, Junhao
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Electrical and electronic engineering; Condition Monitoring; Data Binarization
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/170751
• المؤسسة: 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...