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Wind Turbine Blade Breakage Monitoring With Deep Autoencoders

IEEE Transactions on Smart Grid, 2018
Monitoring wind turbine blade breakages based on supervisory control and data acquisition (SCADA) data is investigated in this research. A preliminary data analysis is performed to demonstrate that existing SCADA features are unable to present irregular ...
Long Wang   +3 more
semanticscholar   +1 more source

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

Journal of nondestructive evaluation, 2023
A. Aminzadeh   +6 more
semanticscholar   +1 more source

Hyperspectral imaging applied for the detection of wind turbine blade damage and icing

, 2020
Despite the enhancement in the wind energy sector, the wind turbine industry still faces certain limitations due to some manufacturing and environmental factors. Blades are one of the major components of the wind turbine.
Patrick Rizk   +4 more
semanticscholar   +1 more source

Wind turbine blade recycling: Experiences, challenges and possibilities in a circular economy

Renewable & Sustainable Energy Reviews, 2018
The wind power industry is a fast growing, global consumer of glass fiber-reinforced plastics (GFRP) composites, which correlates with the industry’s rapid growth in recent years.
Jonas Pagh Jensen, Kristen Skelton
semanticscholar   +1 more source

COMPOSITE MATERIALS FOR WIND POWER TURBINE BLADES

Annual Review of Materials Research, 2005
▪ Abstract  Renewable energy resources, of which wind energy is prominent, are part of the solution to the global energy problem. Wind turbine and the rotorblade concepts are reviewed, and loadings by wind and gravity as important factors for the fatigue performance of the materials are considered.
Povl Brϕndsted   +2 more
openaire   +1 more source

Reliability-based design of wind turbine blades

Structural Safety, 2011
Reliability-based design of wind turbine blades requires identification of the important failure modes/limit states along with stochastic models for the uncertainties and methods for estimating the reliability. In the present paper it is described how reliability-based design can be applied to wind turbine blades.
Toft, Henrik Stensgaard   +1 more
openaire   +2 more sources

Wind turbine blade inspection

2020
Devido a preocupações climatéricas, energia renovável é uma importante fonte energética. Energia eólica desempenha um importante papel na produção de energias renováveis e é produzida por geradores eólicos. Estes estão sujeitos a danos e requerem inspeção regular. Esta tarefa é realizada manualmente e é um procedimento demorado, perigoso e dispendioso.
openaire   +1 more source

A Conditional Convolutional Autoencoder-Based Method for Monitoring Wind Turbine Blade Breakages

IEEE Transactions on Industrial Informatics, 2021
Luoxiao Yang, Zijun Zhang
semanticscholar   +1 more source

An Anthropomorphic Wind Turbine Blade

Journal of Energy Resources Technology, 2019
This study presents a new wind turbine blade design for overcoming the restrictions of large-scale wind turbines deployment. The road design, terrain nature, and logistic capabilities represent the main barriers to maneuver blades during a journey to a windy site.
openaire   +1 more source

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