One Stone, Three Birds: Prototype-Enhanced Federated Learning for Mitigating Data Scarcity, Imbalance, and Heterogeneity in Blade Icing Detection Across Distributed Wind Farms - researchr publication

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Lele Qi, Mengna Liu, Xu Cheng 0003, Chen Jia, Xiufeng Liu 0001, Shengyong Chen. One Stone, Three Birds: Prototype-Enhanced Federated Learning for Mitigating Data Scarcity, Imbalance, and Heterogeneity in Blade Icing Detection Across Distributed Wind Farms. IEEE Internet of Things Journal, 12(20):43559-43570, October 2025. [doi]

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