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Reliability analysis of wind turbine gearboxes: past, progress and future prospects
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 …
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 …
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
The increasing complexity of modern mechanical systems, especially rotating machinery,
demands effective condition monitoring techniques, particularly deep learning, to predict …
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 …
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 …
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 …
scenario, the reliability of the turbines is attracting attention of both industry and academia …
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 …
renewable energy. But studies have shown that wind turbine blade maintenance is essential …