4 citations · 10 across the 7 of their papers we have counts for
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eess.SP2021★ 1 cited
Event-driven Two-stage Solution to Non-intrusive Load Monitoring
Lei Yan, Wei Tian, Jiayu Han +1
Existing methods of non-intrusive load monitoring (NILM) in literatures generally suffer from high computational complexity and/or low accuracy in identifying working household app…
eess.SP2021★ 4 cited
Adaptive Event Detection for Representative Load Signature Extraction
Lei Yan, Wei Tian, Jiayu Han +1
Event detection is the first step in event-based non-intrusive load monitoring (NILM) and it can provide useful transient information to identify appliances. However, existing even…
eess.SP2019★ 2 cited
LIFTED: Household Appliance-level Load Dataset and Data Compression with Lossless Coding considering Precision
Lei Yan, Jiayu Han, Runnan Xu +1
The issue of estimating the detailed appliance level load consumption has received considerable attention. This paper first presents a Labelled hIgh-Frequency daTaset for Electrici…