[HTML][HTML] Machine learning methods for wind turbine condition monitoring: A review
This paper reviews the recent literature on machine learning (ML) models that have been
used for condition monitoring in wind turbines (eg blade fault detection or generator …
used for condition monitoring in wind turbines (eg blade fault detection or generator …
Fiber optic shape sensors: A comprehensive review
Abstract Fiber Optic Shape Sensing is an innovative Optical Fiber Sensing Technology that
uses a fiber optic cable to continuously track the 3D shape and position of a dynamic object …
uses a fiber optic cable to continuously track the 3D shape and position of a dynamic object …
A comprehensive review on signal-based and model-based condition monitoring of wind turbines: Fault diagnosis and lifetime prognosis
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 …
the efficient production and financial viability of wind power, it is crucial to maintain wind …
Fault diagnosis of wind turbines based on a support vector machine optimized by the sparrow search algorithm
W Tuerxun, X Chang, G Hongyu, J Zhijie… - Ieee …, 2021 - ieeexplore.ieee.org
Fault diagnosis technology is key to the safe and stable operation of wind turbines. An
effective fault diagnosis technology for wind turbines can quickly identify fault types to …
effective fault diagnosis technology for wind turbines can quickly identify fault types to …
Recent advances in damage detection of wind turbine blades: A state-of-the-art review
P Kaewniam, M Cao, NF Alkayem, D Li… - … and Sustainable Energy …, 2022 - Elsevier
Wind turbine structures are key components for modern transformation into free energy and
greener environment. In recent years, a rapid growth in the development and installation of …
greener environment. In recent years, a rapid growth in the development and installation of …
[HTML][HTML] Lifetime extension of onshore wind turbines: A review covering Germany, Spain, Denmark, and the UK
L Ziegler, E Gonzalez, T Rubert, U Smolka… - … and Sustainable Energy …, 2018 - Elsevier
A significant number of wind turbines will reach the end of their planned service life in the
near future. A decision on lifetime extension is complex and experiences to date are limited …
near future. A decision on lifetime extension is complex and experiences to date are limited …
Wind turbine surface damage detection by deep learning aided drone inspection analysis
ASM Shihavuddin, X Chen, V Fedorov… - Energies, 2019 - mdpi.com
Timely detection of surface damages on wind turbine blades is imperative for minimizing
downtime and avoiding possible catastrophic structural failures. With recent advances in …
downtime and avoiding possible catastrophic structural failures. With recent advances in …
Operation and maintenance optimization of offshore wind farms based on digital twin: A review
J Xia, G Zou - Ocean Engineering, 2023 - Elsevier
As one of the most promising clean energy sources, offshore wind farms (OWFs) have
developed rapidly in countries around the world. However, due to complex weather and …
developed rapidly in countries around the world. However, due to complex weather and …
Wind turbine reliability: A comprehensive review towards effective condition monitoring development
The current work presents a review of wind turbine reliability studies. Thirteen reliability
studies were identified in the scientific literature, highlighting the lack of public reliability …
studies were identified in the scientific literature, highlighting the lack of public reliability …
Current status and future trends in the operation and maintenance of offshore wind turbines: A review
G Rinaldi, PR Thies, L Johanning - Energies, 2021 - mdpi.com
Operation and maintenance constitute a substantial share of the lifecycle expenditures of an
offshore renewable energy farm. A noteworthy number of methods and techniques have …
offshore renewable energy farm. A noteworthy number of methods and techniques have …