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Open access 2026

WAMA: A Distributed Workload-Aware and Multi-Level Anomaly Detection Framework for Real-Time Smart Grid Device Monitoring

Real-time anomaly detection is paramount for ensuring the stable operation of smart grids, but the rapid expansion of sensor networks and increasing complexity of power equipment introduce significant challenges: imbalanced computational loads from heterogeneous data update frequencies, and redundant processing due to...

Zheng-Rong Wu, Hua Li, Xing-Zhi Peng et al. · 0 citations
Open access Aug 2026

Influence of mechanical vibration on typical oil–paper insulation partial discharge defects in power transformers

Mechanical vibration is a common operating condition of power transformers and may interact with electrical stress, thereby influencing partial discharge (PD) behavior in oil–paper insulation. To investigate this influence, an electro-mechanical coupled experimental platform was developed. Two typical PD defects, namel...

Hua Li, Shuai Zhang, Jian-Gang Ding et al. · 0 citations

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