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Author

Chengyuan Sun

2 papers indexed here

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Open access Sep 2026

RAPC-Net: Residual-Aware Physical Consistency Network for Multi-Appliance NILM

Non-intrusive load monitoring (NILM) aims to estimate appliance-level power consumption from aggregate household measurements and provides an effective solution for fine-grained energy management. However, multi-appliance NILM remains challenging because the measured aggregate power generally contains unobserved househ...

Ke-Qin Li, Cheng-Yuan Sun · 0 citations
Open access Aug 2026

SEMG-Net: State-Event Guided Multi-Scale Gated Network for Non-Intrusive Load Monitoring in Smart Buildings

Non-intrusive load monitoring (NILM) provides a cost-effective way to obtain appliance-level electricity information from aggregate smart-meter measurements and is therefore important for energy management, demand-side response, and sustainable operation in smart buildings. However, accurate appliance-level power disag...

Ke-Qin Li, Cheng-Yuan Sun · 0 citations

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