Reliability analysis of wind turbine gearboxes: past, progress and future prospects

D Meng, P Nie, S Yang, X Su, C Liao - International Journal of …, 2025 - emerald.com
Purpose As a clean and renewable energy source, wind energy will become one of the main
sources of new energy supply in the future. Relying on the stable and strong wind resources …

[HTML][HTML] Wind turbine SCADA data imbalance: A review of its impact on health condition analyses and mitigation strategies

A Oliveira-Filho, M Comeau, J Cave, C Nasr, P Côté… - Energies, 2024 - mdpi.com
The rapidly increasing installed capacity of Wind Turbines (WTs) worldwide emphasizes the
need for Operation and Maintenance (O&M) strategies favoring high availability, reliability …

[PDF][PDF] Integrating Learning-Driven Model Behavior and Data Representation for Enhanced Remaining Useful Life Prediction in Rotating Machinery

T Berghout, E Bechhoefer, F Djeffal, WH Lim - Machines, 2024 - researchgate.net
The increasing complexity of modern mechanical systems, especially rotating machinery,
demands effective condition monitoring techniques, particularly deep learning, to predict …

Comprehensive review of vibration-based analysis for wind turbine condition monitoring

AH Al-Hinai, KC Varaprasad… - … Engineering for Society …, 2024 - journal.unimma.ac.id
Wind energy production relies heavily on the efficiency of wind turbine systems. The routine
condition monitoring and maintenance of these systems are necessary to maintain healthy …

[HTML][HTML] High-Precision Main Shaft Displacement Measurement for Wind Turbines Using an Optimized Position-Sensitive Detector

W Zhang, L Wang, G Li, H Zheng, C Pang - Electronics, 2024 - mdpi.com
The main shaft of a wind turbine is a critical component that ensures the normal operation of
the turbine, and its axial displacement directly impacts its efficiency and safety. The …

Wind turbine gearbox multi-scale condition monitoring through operational data

F Castellani, M Vedovelli, A Canali… - Mechanics & …, 2024 - mechanics-industry.org
Since wind is expected to play a crucial role on the worldwide electricity production
scenario, the reliability of the turbines is attracting attention of both industry and academia …

Computer vision-based 3D reconstruction and identification of structural defects

L Hua - 2024 - bridges.monash.edu
As urban development grows, the need for efficient concrete damage inspection has
increased, driving interest in automated damage assessment. This research aims to …

Review of automated wind turbine blade maintenance

K Petrauskas, D Stanelytė - Taikomieji tyrimai studijose ir praktikoje, 2024 - vb.kvk.lt
Abstract [eng] Wind turbines are one of the most popular solutions for generating and using
renewable energy. But studies have shown that wind turbine blade maintenance is essential …