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preprints.org
article
https://www.preprints.org/frontend/manuscript/498e029f83d1ca1e12c0faa646b73fd…
# Enhancing Wind Turbine Gearbox. # Reliability Through Advanced Condition. # Monitoring and Predictive Maintenance. doi: 10.20944/preprints202507.0861.v1. Keywords: Condition monitoring systems (CMS); predictive maintenance algorithms; finite element analysis;. reliability; predictive maintenance; data-driven maintenance. that is dedicated to making early versions of research outputs permanently. license, which permit the free download, distribution, and reuse, provided that the author. # Enhancing Wind Turbine Gearbox Reliability. # through Advanced Condition Monitoring and. # Predictive Maintenance. Wind turbine gearboxes are critical components in wind energy systems but are highly susceptible. to mechanical failures due to high loads, variable operating conditions, and material fatigue. maintenance algorithms, and finite element analysis (FEA) to enhance gearbox reliability. maintenance can reduce unplanned gearbox failures by 40% and increase overall efficiency by 20%. Keywords: Condition monitoring systems (CMS); predictive maintenance algorithms; finite element. analysis; reliability; predictive maintenance; data ‐driven maintenance. for nearly 30% of total wind turbine downtime, resulting in significant maintenance costs and energy.
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academia.edu
research
https://www.academia.edu/129827127/Finite_element_structural_analysis_of_wind…
The proposed analysis method improves structural evaluation of wind turbine gearboxes by considering tooth contact. Tooth stiffness coefficients are determined
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link.springer.com
article
https://link.springer.com/article/10.1007/s40860-022-00183-4
The finite element method (FEM) is an efficient tool that has been utilized in different studies for structural analysis and failure
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mdpi.com
article
https://www.mdpi.com/2411-9660/9/1/4
The diagnoses involved numerical simulation (finite element analysis—FEA) and further analysis of the lubrication system, bearings, planetary stage gears,
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linkedin.com
news
https://www.linkedin.com/posts/jairo-martins-ph-d-eng-73546b12_catastrophic-f…
I'm proud to share that my paper, “Catastrophic Failure Analysis of a Wind Turbine Gearbox by the Finite Element Method and Fracture
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scilit.com
article
https://www.scilit.com/publications/c27d19ae8206453b5ab352bd9dfa02ec
Finite element structural analysis of wind turbine gearbox considering tooth contact of internal gear system · Abstract · Keywords.
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sciencedirect.com
article
https://www.sciencedirect.com/science/article/abs/pii/S0142112320302024
This study focuses on a better understanding of WTG failures. A finite element model of a gear pair was coupled with a constitutive model to quantify and
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windsystemsmag.com
article
https://www.windsystemsmag.com/wind-turbine-gearbox-durability
By calculating accurate operating loads and misalignments for each gear and bearing in the system we can determine gear and bearing stresses and