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2026

Efficient and Accurate Dynamic Phasor Estimation for P- and M-Class Compliant PMUs

This article presents an efficient and accurate dynamic phasor estimator for phasor measurement units (PMUs) operating under the IEC/IEEE 60255-118-1 standard. First, a singular energy spectrum (SES)-based adaptive model order determination scheme is proposed to robustly identify the number of components under noise an...

Jian Song, Xiao-Jie Ruan, Jun-Hao Zhang et al. · 0 citations
Open access Jul 2026

Personalized Federated Learning for Appliance Recognition via Context-Aware Feature Decoupling

The proposed personalized federated learning framework for appliance recognition in non-intrusive load monitoring (NILM) to address real-world data heterogeneity enables collaborative training without raw data exchange and mitigates the impact of inter-client label distribution skew.

Liang Zhu, Ai-Chao Yang, Chen Hu et al. · 0 citations

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