@inproceedings{8a65561e46924e54bb6342bf9e0dcb14,
title = "Fault Detection and Diagnosis of Gearbox Oil Shortage Using Motor Current Signature",
abstract = "Gearboxes are the most significant components of a motor driven system. However, they are often exposed to various abnormal working condition which causes damage to the gear. One of typical forms is oil shortage which worsen the lubrication state of gears furthermore causing the gears to get worn. Recently, several various attempts have been performed for the detection of oil shortage in gearbox using electric signatures. However, the results are not that promising. This study considered different oil level such as Baseline (BL) 2600 ml, Oil Sample (OS) 2000 ml and OS1500 ml to demonstrate the performance of motor current analysis-based oil shortage detection. It has shown by an experimental evaluation that MSB analysis yields a much better diagnostics of detecting oil shortage in gearboxes at a normal working condition. This is mainly because MSB is good at extracting small sidebands induced by oil shortage or poor lubrication in gearboxes which yields a more precise and reliable results.",
keywords = "Condition monitoring, Fault diagnosis, Motor current signal analysis, Oil shortage",
author = "Funso Otuyemi and Xiuquan Sun and Jingyan Zhao and Zhexiang Zou and Jianguo Wang and Fengshou Gu and Ball, {Andrew D.}",
note = "Funding Information: Acknowledgment. This work was supported by the National Natural Science of China (51865045). Publisher Copyright: {\textcopyright} 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.; International Conference of The Efficiency and Performance Engineering Network 2022, TEPEN 2022 ; Conference date: 18-08-2022 Through 21-08-2022",
year = "2023",
month = mar,
day = "4",
doi = "10.1007/978-3-031-26193-0_82",
language = "English",
isbn = "9783031261923",
volume = "129",
series = "Mechanisms and Machine Science",
publisher = "Springer, Cham",
pages = "936--947",
editor = "Hao Zhang and Yongjian Ji and Tongtong Liu and Xiuquan Sun and Ball, {Andrew David}",
booktitle = "Proceedings of TEPEN 2022",
address = "Switzerland",
}
