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2026

Three-Stage Semi-Supervised Multisource Adversarial Learning for EEG Signal Processing and Emotion Detection

Electroencephalogram (EEG) signals exhibit immense potential in emotion recognition due to their high temporal resolution and direct measurement of brain activity. However, intersubject variability in EEG measurements leads to differences in distributions across participants, limiting the robustness and generalization...

Nan Geng, Wei-Jing Han, Jin-Nuo Wang et al. · 0 citations
Open access Sep 2026

Regime-Conditioned Reserve Calibration and Hydrogen Flexibility for Virtual Power Plant Scheduling

High-renewable virtual power plants (VPPs) exhibit asymmetric operational risks stemming from net-load forecast errors: positive errors require upward reserve capacity, while negative errors can cause grid export saturation and renewable curtailment. This paper proposes RC-CVaR-H2, a linear rolling-horizon framework co...

Wei Cheng, Na Li, Lei-Lei Wang et al. · 0 citations

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