期刊论文详细信息
The Journal of Engineering | |
Standardisation of wind turbine SCADA data for gearbox fault detection | |
  1    1    1    2  | |
[1] Department of Electrical and Electronic Engineering, University of Strathclyde, Glasgow, Scotland;Offshore Renewable Energy Catapult, Blyth, UK; | |
关键词: gears; fault diagnosis; power engineering computing; signal reconstruction; power system reliability; wind turbines; data analysis; fuzzy reasoning; SCADA systems; condition monitoring; standardisation; wind turbine SCADA data; gearbox fault detection; anomaly detection; temperature data; bearing fault; standardising data; | |
DOI : 10.1049/joe.2018.9319 | |
来源: publisher | |
【 摘 要 】
This study presents a method of anomaly detection within a gearbox by way of standardising temperature data. Assessing measured parameters in isolation is not sufficient to detect faults within a wind turbine. This technique uses temperature, rotational speed, and generator torque to detect a bearing fault within the gearbox. Standardising data allows a parameter to be analysed which also takes into consideration the operating state of the wind turbine, therefore providing a more holistic view of the health of the wind turbine and component being monitored.
【 授权许可】
CC BY
【 预 览 】
Files | Size | Format | View |
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RO201910106315211ZK.pdf | 2305KB | download |