Leveraging generative adversarial networks for data augmentation to improve fault detection in wind turbines with imbalanced data

In the realm of modern power systems, wind turbines (WTs) have gained significant environmental advantages, making them pivotal in the expanding landscape of wind power generation.The paramount task of ensuring the effective monitoring Swiss Army Knives and fault classification of WTs is indispensable for the stability of wind farm systems.Neverthe

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Failure Mechanism and Control Technology of Thick and Soft Coal Fully Mechanized Caving Roadway under Double Gobs in Close Coal Seams

The surrounding rock of the roadway under double gobs in the lower coal seams is partially damaged by the mining of the upper coal seam and the stress superimposition of the stepped coal pillars.What is worse, the upper layer of the roof is collapse gangue in double gobs, which makes the anchor cable unable to anchor the reliable bearing layer, so

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