4 citations · 10 across the 5 of their papers we have counts for
5 papers
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…
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…
LfEdNet: A Task-based Day-ahead Load Forecasting Model for Stochastic Economic Dispatch
Jiayu Han, Lei Yan, Zuyi Li
Load forecasting is one of the most important and studied topics in modern power systems. Most of the existing researches on day-ahead load forecasting try to build a good model to…
A Multi-timescale Two-stage Robust Grid-friendly Dispatch Model for Microgrid Operation
Jiayu Han, Lei Yan, Liuxi Zhang +3
Uncertainty in renewable energy generation and load consumption is a great challenge for microgrid operation, especially in islanded mode as the microgrid may be small in size and…
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…