Pengfei Hao

发表论文 9 篇 · 总被引 94 次 · h-index 4

代表论文

• A Generalizable Load Recognition Method in NILM Based on Transferable Random Forest (2025 · IEEE Transactions on Instrumentation and Measurement · 被引 39)
• Privacy-Preserving NILM: A Self-Alignment Source-Aware Domain Adaptation Approach (2025 · IEEE Transactions on Instrumentation and Measurement · 被引 34)
• Synthetic-to-Real Domain Adaptation for Nonintrusive Load Monitoring via Reconstruction-Based Transfer Learning (2024 · IEEE Transactions on Instrumentation and Measurement · 被引 19)
• A Novel Industrial Load Disaggregation model based on CNN-LSTM neural network with attention mechanism and genetic algorithm (2023 · IEEE International Conference Power and Energy Systems · 被引 9)
• A Lightweight and Forgetting-Resistant Approach for NILM: Incremental Appliance Recognition Using NCM-Forest (2026 · IEEE Transactions on Instrumentation and Measurement · 被引 5)
• Synthetic-to-Real Dataset Transfer Learning for Non-Intrusive Load Monitoring (2023 · International Workshop on Applied Measurements for Power Systems · 被引 3)