A Survey on Fault Diagnosis of Rolling Bearings

• Published in: Algorithms Vol. 15; no. 10; p. 347
• Main Authors: Peng, Bo, Bi, Ying, Xue, Bing, Zhang, Mengjie, Wan, Shuting
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.10.2022
• Subjects: Algorithms; Artificial intelligence; Bearings; Catastrophic failure analysis; Corrosion; Deformation; diagnosis; Economic impact; Failure; Fault detection; Fault diagnosis; Fault location (Engineering); fault type recognition; Impact analysis; Lubricants & lubrication; Machine learning; Machinery; Methods; Recognition; Roller bearings; rolling bearing; Shutdowns; Signal processing; Taxonomy; Trends; Vibration; Vibration analysis; China

The failure of a rolling bearing may cause the shutdown of mechanical equipment and even induce catastrophic accidents, resulting in tremendous economic losses and a severely negative impact on society. Fault diagnosis of rolling bearings becomes an important topic with much attention from researche...