An overview on fault diagnosis, prognosis and resilient control for wind turbine systems

Z Gao, X Liu - Processes, 2021 - mdpi.com
Wind energy is contributing to more and more portions in the world energy market. However,
one deterrent to even greater investment in wind energy is the considerable failure rate of …

A comprehensive review on signal-based and model-based condition monitoring of wind turbines: Fault diagnosis and lifetime prognosis

H Badihi, Y Zhang, B Jiang, P Pillay… - Proceedings of the …, 2022 - ieeexplore.ieee.org
Wind turbines play an increasingly important role in renewable power generation. To ensure
the efficient production and financial viability of wind power, it is crucial to maintain wind …

Using SCADA data for wind turbine condition monitoring–a review

J Tautz‐Weinert, SJ Watson - IET Renewable Power …, 2017 - Wiley Online Library
The ever increasing size of wind turbines and the move to build them offshore have
accelerated the need for optimised maintenance strategies in order to reduce operating …

Critical wind turbine components prognostics: A comprehensive review

M Rezamand, M Kordestani… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
As wind energy is becoming a significant utility source, minimizing the operation and
maintenance (O&M) expenses has raised a crucial issue to make wind energy competitive to …

Wind turbine high-speed shaft bearings health prognosis through a spectral Kurtosis-derived indices and SVR

L Saidi, JB Ali, E Bechhoefer, M Benbouzid - Applied Acoustics, 2017 - Elsevier
A significant number of failures of wind turbine drivetrains occur in the high-speed shaft
bearings. In this paper, a vibration-based prognostic and health monitoring methodology for …

[HTML][HTML] A systematic Failure Mode Effects and Criticality Analysis for offshore wind turbine systems towards integrated condition based maintenance strategies

MN Scheu, L Tremps, U Smolka, A Kolios, F Brennan - Ocean Engineering, 2019 - Elsevier
Condition-based maintenance is applied in various industries to monitor and control critical
assets and to optimize maintenance efforts. Its applicability to the offshore wind energy …

Prognostic techniques applied to maintenance of wind turbines: a concise and specific review

GNP Leite, AM Araújo, PAC Rosas - Renewable and Sustainable Energy …, 2018 - Elsevier
Wind turbine installation is growing consistently and fast. Wind turbines are getting bigger in
size and power, what incurs that a simple unit breakdown causes large energy losses. They …

A generalized model for wind turbine anomaly identification based on SCADA data

P Sun, J Li, C Wang, X Lei - Applied Energy, 2016 - Elsevier
This paper presents a generalized model for wind turbine (WT) anomaly identification based
on the data collected from wind farm supervisory control and data acquisition (SCADA) …

A review of predictive and prescriptive offshore wind farm operation and maintenance

H Fox, AC Pillai, D Friedrich, M Collu, T Dawood… - Energies, 2022 - mdpi.com
Offshore wind farms are a rapidly developing source of clean, low-carbon energy and as
they continue to grow in scale and capacity, so does the requirement for their efficient and …

Symbiotic system of systems design for safe and resilient autonomous robotics in offshore wind farms

D Mitchell, J Blanche, O Zaki, J Roe, L Kong… - IEEE …, 2021 - ieeexplore.ieee.org
To reduce Operation and Maintenance (O&M) expenditure on offshore wind farms, wherein
80% of the cost relates to deploying personnel, the offshore wind sector looks to advances in …