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 …

Damage detection techniques for wind turbine blades: A review

Y Du, S Zhou, X Jing, Y Peng, H Wu, N Kwok - Mechanical Systems and …, 2020 - Elsevier
Blades play a vital role in wind turbine system performances. However, they are susceptible
to damage arising from complex and irregular loading or even cause catastrophic collapse …

Non-destructive techniques for the condition and structural health monitoring of wind turbines: A literature review of the last 20 years

M Civera, C Surace - Sensors, 2022 - mdpi.com
A complete surveillance strategy for wind turbines requires both the condition monitoring
(CM) of their mechanical components and the structural health monitoring (SHM) of their …

Research on crack detection method of wind turbine blade based on a deep learning method

Z Xiaoxun, H Xinyu, G Xiaoxia, Y Xing, X Zixu, W Yu… - Applied Energy, 2022 - Elsevier
For the propose of improving the economic benefits of wind turbine utilization, an image
recognition model based on deep learning called 'Multivariate Information You Only Look …

Non-Contact Inspection Methods for Wind Turbine Blade Maintenance: Techno–Economic Review of Techniques for Integration with Industry 4.0

A Aminzadeh, M Dimitrova, MS Meiabadi… - Journal of …, 2023 - Springer
Wind energy has emerged as a critical source of renewable energy worldwide, and the
performance of wind turbines relies heavily on the quality and design of their blades …

Thermographic methodologies used in infrastructure inspection: A review—data acquisition procedures

I Garrido, S Lagüela, R Otero, P Arias - Infrared Physics & Technology, 2020 - Elsevier
InfraRed Thermography (IRT) is one of the best tools for the thermal characterization of the
materials of structures and for the detection and thermal characterization of the most typical …

[HTML][HTML] Wind turbine blade trailing edge crack detection based on airfoil aerodynamic noise: An experimental study

Y Zhang, F Avallone, S Watson - Applied Acoustics, 2022 - Elsevier
In recent years, with the development of the wind power industry and the increase in the
number of wind turbines, the condition monitoring of blades and the detection of damage are …

Laser line scanning thermography for surface breaking crack detection: modeling and experimental study

N Puthiyaveettil, KR Thomas… - Infrared Physics & …, 2020 - Elsevier
Crack detection in metallic samples at high surface temperature, hostile and hazardous
environments, etc. is a challenging situation in any manufacturing industries. Most of the …

Phase-based vibration imaging for structural dynamics applications: Marker-free full-field displacement measurements with confidence measures

Y Miao, Y Kong, H Nam, S Lee, G Park - Mechanical Systems and Signal …, 2023 - Elsevier
Inspired by the concept of thermal imaging, we develop a phase-based vibration imaging
technique using marker-free full-field displacement measurements, which aims to determine …

Data interpretation framework integrating machine learning and pattern recognition for self-powered data-driven damage identification with harvested energy …

H Salehi, S Biswas, R Burgueño - Engineering Applications of Artificial …, 2019 - Elsevier
Data mining methods have been widely used for structural health monitoring (SHM) and
damage identification for analysis of continuous signals. Nonetheless, the applicability and …