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Open Access Academic Papers from Research Square

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Article under-review

Wind-Power Curve Anomaly Detection for Smart Grids via Image-Topology-Semantic Multi-Feature Fusion and Contrastive Learning

Xiaojuan Zhu, Boyang Pan, Yi Zhong, Haidong Tao, Bo Pang, Kai Liao

Wind power curve is a core characteristic describing the relationship between wind speed and turbine output power, which is crucial for wind farm operation monitoring and anomaly detection. However, t...

Scientific Reports 2026-04-20 rs-9249414
smart grid wind power curve anomaly detection SCADA image-topology-semantic multi-feature fusion contrastive learning
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