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iso-standard
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This repository contains the implementation of a study that addresses operational challenges in wind turbine fault detection by comparing static thresholds (ISO 10816-21) with a hybrid unsupervised machine learning model using Variational Autoencoder (VAE) and Isolation Forest (IF).
iso unsupervised-learning wind-turbine iso-standard hybrid-model variational-autoencoder isolation-forest fault-detection condition-monitoring vibration-analysis
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Dec 13, 2025 - Python
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