Sounds and acoustic emission-based early fault diagnosis of induction motor: A review study

• Published in: Advances in Mechanical Engineering Vol. 13; no. 2
• Main Authors: AlShorman, Omar, Alkahatni, Fahad, Masadeh, Mahmoud, Irfan, Muhammad, Glowacz, Adam, Althobiani, Faisal, Kozik, Jaroslaw, Glowacz, Witold
• Format: Book Review Journal Article
• Language: English
• Published: London, England SAGE Publications 01-02-2021; Sage Publications Ltd; SAGE Publishing
• Subjects: Acoustic emission; Acoustics; Emission analysis; Fault diagnosis; Induction motors; Machinery condition monitoring; Maintenance costs; Rotating machinery; Sound; fault diagnosis; induction motor; fault detection; Acoustic emission; sound analysis; rotating machinery; condition monitoring
• ISSN: 1687-8132; 1687-8140
• DOI: 10.1177/1687814021996915

Nowadays, condition-based maintenance (CBM) and fault diagnosis (FD) of rotating machinery (RM) has a vital role in the modern industrial world. However, the remaining useful life (RUL) of machinery is crucial for continuous monitoring and timely maintenance. Moreover, reduced maintenance costs, enhanced safety, efficiency, reliability, and availability are the main important industrial issues to maintain valuable and high-cost machinery. Undoubtedly, induction motor (IM) is considered to be a pivotal component in industrial machines. Recently, acoustic emission (AE) becomes a very accurate and efficient method for fault, leaks and fatigue detection and monitoring techniques. Moreover, CM and FD based on the AE of IM have been growing over recent years. The proposed research study aims to review condition monitoring (CM) and fault diagnosis (FD) studies based on sound and AE for four types of faults: bearings, rotor, stator, and compound. The study also points out the advantages and limitations of using sound and AE analysis in CM and FD. Existing public datasets for AE based analysis for CM and FD of IM are also mentioned. Finally, challenges facing AE based CM and FD for RM, especially for IM, and possible future works are addressed in this study.