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Author

Zheng-Ning Pang

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Open access Oct 2026

Behavioral Knowledge Distillation for Dynamic Graph Anomaly Detection in Trustworthy Power Grid Dispatching

Trustworthy anomaly detection in power-grid dispatching requires alerts that are traceable to operational knowledge while satisfying real-time constraints. Existing data-driven detectors do not naturally encode behavioral rules, whereas placing a large language model (LLM) in the online decision loop introduces latency...

Zheng-Ning Pang, Ming-Hui Gao, Yong Han et al. · 0 citations
Conference Jul 2026

Deep Learning-Based Intelligent Recognition Method for Power Grid Station Wiring Diagram via Multi-Module Collaboration

Aiming at the engineering pain points in the intelligent recognition of power grid station wiring diagrams, including missed detection of tiny electrical symbols, low recognition presision of non-standard text, incomplete extraction of wiring line segments and disordered topology reconstruction, this paper proposes a m...

Jia-Wei Liu, Sheng-Kun Sun, Ming-Hui Gao et al. · 0 citations

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