128 citations · 166 across the 18 of their papers we have counts for
5 papers · 1 filter
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…
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…
A Hybrid Event Detection Approach for Non-Intrusive Load Monitoring
Mengqi Lu, Zuyi Li
Non-Intrusive Load Monitoring (NILM) is a practical method to provide appliance-level electricity consumption information. Event detection, as an important part of event-based NILM…
Functional Intrusive Load Monitor (FILM): A Model-based Platform for Non-Intrusive Load Monitoring System Development
Mengqi Lu, Jinfeng Gao, Zuyi Li
Non-Intrusive Load Monitoring (NILM) is an important application to monitor household appliance activities and provide related information to house owner or/and utility company via…