Wenpeng Luan

Orcid: 0000-0002-6882-0465

According to our database1, Wenpeng Luan authored at least 13 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Adaptive Multitimescale Event Detection in Nonintrusive Load Monitoring Based on Minimum Description Length Principle.
IEEE Trans. Instrum. Meas., 2024

Automatic Appliance Labeling for Unsupervised NILM Based on Hierarchical Decision-Making.
IEEE Trans. Instrum. Meas., 2024

2023
Nonintrusive Load Monitoring Based on Self-Supervised Learning.
IEEE Trans. Instrum. Meas., 2023

Apply Graph Signal Processing on NILM: An Unsupervised Approach Featuring Power Sequences.
Sensors, 2023

Improved Appliance Transient Feature Extraction Via Template Matching.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
The Balanced Window-Based Load Event Optimal Matching for NILM.
IEEE Trans. Smart Grid, 2022

An Adaptive Two-Stage Load Event Detection Method for Nonintrusive Load Monitoring.
IEEE Trans. Instrum. Meas., 2022

LightNILM: lightweight neural network methods for non-intrusive load monitoring.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

An unsupervised load disaggregation approach based on graph signal processing featuring power sequences.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

2020
Lightweight Non-Intrusive Load Monitoring Employing Pruned Sequence-to-Point Learning.
Proceedings of the NILM '20, 2020

2019
Estimation of Target Appliance Electricity Consumption Using Background Filtering.
IEEE Trans. Smart Grid, 2019

2015
Smart Meter Data Analytics for Distribution Network Connectivity Verification.
IEEE Trans. Smart Grid, 2015

2014
Smart Metering and Infrastructure.
Proceedings of the Smart Grids - Clouds, Communications, Open Source, and Automation., 2014


  Loading...