Wenpeng Luan

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 12

Top Topics

Agglomerative Clustering

Minimum Description Length Principle

Network Connectivity

Event Detection

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Smart Grid

BuildSys@SenSys

Publications

Bo Liu, Weiqun Liu, Wenpeng Luan, Yixin Yu, Bochao Zhao, Yan Wang
Automatic Appliance Labeling for Unsupervised NILM Based on Hierarchical Decision-Making. IEEE Trans. Instrum. Meas. 73 (2024)
Bo Liu, Jianfeng Zhang, Wenpeng Luan, Bochao Zhao, Zishuai Liu, Yixin Yu
Adaptive Multitimescale Event Detection in Nonintrusive Load Monitoring Based on Minimum Description Length Principle. IEEE Trans. Instrum. Meas. 73 (2024)
Bochao Zhao, Xuhao Li, Wenpeng Luan, Bo Liu
Apply Graph Signal Processing on NILM: An Unsupervised Approach Featuring Power Sequences. Sensors 23 (8) (2023)
Bo Liu, Fenglei Chang, Wenpeng Luan, Bochao Zhao
Improved Appliance Transient Feature Extraction Via Template Matching. ICASSP (2023)
Shuyi Chen, Bochao Zhao, Mingjun Zhong, Wenpeng Luan, Yixin Yu
Nonintrusive Load Monitoring Based on Self-Supervised Learning. IEEE Trans. Instrum. Meas. 72 (2023)
Zhenyu Lu, Yurong Cheng, Mingjun Zhong, Wenpeng Luan, Yuan Ye, Guoren Wang
LightNILM: lightweight neural network methods for non-intrusive load monitoring. BuildSys@SenSys (2022)
Bo Liu, Wenpeng Luan, Jinnan Yang, Yixin Yu
The Balanced Window-Based Load Event Optimal Matching for NILM. IEEE Trans. Smart Grid 13 (6) (2022)
Xuhao Li, Bochao Zhao, Wenpeng Luan, Bo Liu
An unsupervised load disaggregation approach based on graph signal processing featuring power sequences. BuildSys@SenSys (2022)
Wenpeng Luan, Zishuai Liu, Bo Liu, Yixin Yu, Yufan Hou
An Adaptive Two-Stage Load Event Detection Method for Nonintrusive Load Monitoring. IEEE Trans. Instrum. Meas. 71 (2022)
Jack Barber, Heriberto Cuayáhuitl, Mingjun Zhong, Wenpeng Luan
Lightweight Non-Intrusive Load Monitoring Employing Pruned Sequence-to-Point Learning. NILM@SenSys (2020)
Gaochen Cui, Bo Liu, Wenpeng Luan, Yixin Yu
Estimation of Target Appliance Electricity Consumption Using Background Filtering. IEEE Trans. Smart Grid 10 (6) (2019)
Wenpeng Luan, Joshua Peng, Mirjana Maras, Joyce Lo, Brian Harapnuk
Smart Meter Data Analytics for Distribution Network Connectivity Verification. IEEE Trans. Smart Grid 6 (4) (2015)