Abstract
Condition monitoring of wind turbine components is critical to operational effectiveness and efficiencies, which becomes vital at the utility scale level. Among other components, the main bearing has been identified as a critical component. This is due to its operating conditions and loading, which deviate from other bearings in the wind turbine power train. The growing improvement on wind turbine production capacity has consequently improved condition monitoring approaches to its critical components. This study presents a mini-review of wind turbine failure modes and condition monitoring strategies for its main bearing. A brief overview of vital wind turbine components is presented, focusing on the main bearing. The study summarizes the failure modes of the main bearing and identifies potential condition monitoring methods for the main bearing, their strengths and limitations. Finally, prospects for future research in the condition monitoring of wind turbine main bearing were highlighted.
| Original language | English |
|---|---|
| Title of host publication | 2022 IEEE 13th International Conference on Mechanical and Intelligent Manufacturing Technologies, ICMIMT 2022 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 127-134 |
| Number of pages | 8 |
| ISBN (Electronic) | 9781665484008 |
| DOIs | |
| Publication status | Published - 2022 |
| Event | 13th IEEE International Conference on Mechanical and Intelligent Manufacturing Technologies, ICMIMT 2022 - Virtual, Online, South Africa Duration: 25 May 2022 → 27 May 2022 |
Publication series
| Name | 2022 IEEE 13th International Conference on Mechanical and Intelligent Manufacturing Technologies, ICMIMT 2022 |
|---|
Conference
| Conference | 13th IEEE International Conference on Mechanical and Intelligent Manufacturing Technologies, ICMIMT 2022 |
|---|---|
| Country/Territory | South Africa |
| City | Virtual, Online |
| Period | 25/05/22 → 27/05/22 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- condition monitoring
- failure modes
- main bearing
- wind turbine
ASJC Scopus subject areas
- Industrial and Manufacturing Engineering
- Mechanical Engineering
- Artificial Intelligence
- Computer Science Applications
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