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Wind_turbine_failure_prediction ⭐ 29

Machine learning applied to wind turbines incipient fault detection.

SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.com/lkev/wt-fdd

Wind Energy Analytics ⭐ 8

Physics-guided data-driven solutions for the wind energy industry

Wind Turbines Edge Ai ⭐ 7

Detect wind turbine errors using a hybrid model. Utilize ML, DL, edge computing. Dataset, neural network optimized with genetic algorithms. Low computational power ML models. Data is stored in the cloud. Turbine status via secure APIs. Password encryption. GRASP, SOLID

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