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Prognostics and Health Management of Wind Energy Infrastructure Systems
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The improvements in wind energy infrastructure have been a constant process throughout many decades. There are new advancements in technology that can further contribute toward the prognostics and health management (PHM) ...
Mass Imbalance Diagnostics in Wind Turbines Using Deep Learning With Data Augmentation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Wind turbines suffer from mass imbalance due to manufacturing, installation, and severe climatic conditions. Condition monitoring systems are essential to reduce costs in the wind energy sector. Many attempts were made to ...
Damage Classification of Composites Based on Analysis of Lamb Wave Signals Using Machine Learning
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Composite materials have a myriad of applications in complex engineering systems, and multiple structural health monitoring (SHM) strategies have been developed. However, these methods are challenging due to signal attenuation ...
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