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Wind Turbine Condition Monitoring: State-of-the-Art Review, New Trends, and Future Challenges

Energies · 2014 · Vol. 7(4) · pp. 2595–2630
Pierre TchakouaR. WamkeueMohand OuhroucheFouad Slaoui-HasnaouiTommy Andy TamegheGabriel Ekemb

Abstract

As the demand for wind energy continues to grow at exponential rates, reducing operation and maintenance (OM) costs and improving reliability have become top priorities in wind turbine (WT) maintenance strategies. In addition to the development of more highly evolved WT designs intended to improve availability, the application of reliable and cost-effective condition-monitoring (CM) techniques offers an efficient approach to achieve this goal. This paper provides a general review and classification of wind turbine condition monitoring (WTCM) methods and techniques with a focus on trends and future challenges. After highlighting the relevant CM, diagnosis, and maintenance analysis, this work outlines the relationship between these concepts and related theories, and examines new trends and future challenges in the WTCM industry. Interesting insights from this research are used to point out strengths and weaknesses in today’s WTCM industry and define research priorities needed for the industry to meet the challenges in wind industry technological evolution and market growth.

Machine Fault Diagnosis TechniquesStructural Health Monitoring TechniquesNon-Destructive Testing TechniquesWind powerTurbineReliability (semiconductor)Risk analysis (engineering)Work (physics)Condition monitoringComputer scienceStrengths and weaknessesCondition-based maintenanceEngineering

Funding

  • Natural Sciences and Engineering Research Council of Canada
Citations
579
FWCI
48.83
field-weighted impact
References
155
Percentile
100%
vs. same field & year
Citations per year
Cited by
Damage detection techniques for wind turbine blades: A review
Mechanical Systems and Signal Processing · 2019 · 420 citations
References
A review on machinery diagnostics and prognostics implementing condition-based maintenance
Mechanical Systems and Signal Processing · 2005 · 4,389 citations
Condition monitoring of wind turbines: Techniques and methods
Renewable Energy · 2012 · 861 citations
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