A hybrid reliability assessment method based on health index construction and reliability modeling for rolling bearing

• Published in: Quality and reliability engineering international Vol. 40; no. 8; pp. 4131 - 4146
• Main Authors: Yang, Yuan‐Jian, Ma, Chengyuan, Liu, Gui‐Hua, Lu, Hao, Dai, Le, Wan, Jia‐Lun, Guo, Junyu
• Format: Journal Article
• Language: English
• Published: Bognor Regis Wiley Subscription Services, Inc 01.12.2024
• Subjects: Artificial neural networks; Bearings; CBAM; CNN; Continuous wavelet transform; Failure times; health index; Maintenance costs; Network reliability; Performance degradation; Reliability analysis; reliability assessment; Roller bearings; Wavelet transforms; Wiener process

The assessment of rolling bearing reliability is vital for ensuring mechanical operational safety and minimizing maintenance costs. Due to the difficulty in obtaining data on the performance degradation and failure time of rolling bearings, traditional methods for reliability assessment are challeng...