Wenpeng Luan

25 papers B 1C 2Misc 1Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Label Noise Robust Learning Approach for Non-Intrusive Load Monitoring Based on Meta-Learning.
IEEE Trans. Consumer Electron.
Bo Liu, Yanru Ren, Wenpeng Luan, Keke Li, Jinjiang Zhang, Wenqian Jiang
2026 J jnl
Non-intrusive series arc fault detection for unknown scenarios based on differential current and synthetic arcing data.
Adv. Eng. Informatics
Wenpeng Luan, Hanju Cai, Bochao Zhao, Yang Han
2025 B conf
A Hybrid Supervised Deep Learning Approach for Non-intrusive Load Monitoring.
IJCNN
Yanru Ren, Bo Liu, Wenpeng Luan, Bochao Zhao, Wenqian Jiang
2025 C conf
An Unsupervised NILM approach based on Graph Signal Processing with Feature Fusion.
IAS
Ruitao Feng, Bochao Zhao, Wenpeng Luan, Yang Han, Bo Liu, Hanju Cai
2025 J jnl
An adaptive appliance identification method leveraging topological data analysis.
Eng. Appl. Artif. Intell.
Yang Han, Keke Li, Hanju Cai, Wenpeng Luan, Bochao Zhao, Bo Liu
2025 C conf
Demand Response Potential Evaluation for Air Conditioning Loads based on NILM and BPINN.
IAS
Jinjiang Zhang, Bo Liu, Wenpeng Luan, Yanru Ren, Minzhe Tian, Mingjie Ma
2025 J jnl
Frequency Regulation Provision by EV Aggregator With Dynamic Balance Between User Charging Anxiety and Aggregate Flexibility.
IEEE Trans. Smart Grid
Biao Xu, Wenpeng Luan, Bochao Zhao, Chao Long
2025 J jnl
Fusing V-I Trajectory and Statistical Features for Improved Non-Intrusive Appliance Identification.
IEEE Trans. Consumer Electron.
Wenpeng Luan, Keke Li, Bo Liu, Hanju Cai, Bochao Zhao
2025 J jnl
Multisource Domain Adaptation for Nonintrusive Load Monitoring Through Data Distillation.
IEEE Trans. Instrum. Meas.
Wenpeng Luan, Ruiqi Zhang, Bo Liu, Mingjun Zhong, Keke Li
2025 J jnl
Noisy Label Filtering for Nonintrusive Appliance Identification via Negative Learning.
IEEE Trans. Instrum. Meas.
Wenpeng Luan, Keke Li, Bo Liu, Bochao Zhao, Longfei Tian
2025 J jnl
Real-Time Unsupervised Nonintrusive Load Monitoring Based on Graph Signal Processing.
IEEE Trans. Instrum. Meas.
Wenpeng Luan, Ruitao Feng, Bochao Zhao, Yang Han, Bo Liu, Hanju Cai
2025 J jnl
Transfer Learning for Multiappliance-Task Nonintrusive Load Monitoring.
IEEE Trans. Instrum. Meas.
Yao Sun, Jianwei Feng, Liang Yuan, Mei Su, Wenpeng Luan
2024 J jnl
Adaptive Multitimescale Event Detection in Nonintrusive Load Monitoring Based on Minimum Description Length Principle.
IEEE Trans. Instrum. Meas.
Bo Liu, Jianfeng Zhang, Wenpeng Luan, Bochao Zhao, Zishuai Liu, Yixin Yu
2024 J jnl
Automatic Appliance Labeling for Unsupervised NILM Based on Hierarchical Decision-Making.
IEEE Trans. Instrum. Meas.
Bo Liu, Weiqun Liu, Wenpeng Luan, Yixin Yu, Bochao Zhao, Yan Wang
2023 J jnl
Apply Graph Signal Processing on NILM: An Unsupervised Approach Featuring Power Sequences.
Sensors
Bochao Zhao, Xuhao Li, Wenpeng Luan, Bo Liu
2023 Misc conf
Improved Appliance Transient Feature Extraction Via Template Matching.
ICASSP
Bo Liu, Fenglei Chang, Wenpeng Luan, Bochao Zhao
2023 J jnl
Nonintrusive Load Monitoring Based on Self-Supervised Learning.
IEEE Trans. Instrum. Meas.
Shuyi Chen, Bochao Zhao, Mingjun Zhong, Wenpeng Luan, Yixin Yu
2022 J jnl
An Adaptive Two-Stage Load Event Detection Method for Nonintrusive Load Monitoring.
IEEE Trans. Instrum. Meas.
Wenpeng Luan, Zishuai Liu, Bo Liu, Yixin Yu, Yufan Hou
2022 — conf
An unsupervised load disaggregation approach based on graph signal processing featuring power sequences.
BuildSys
Xuhao Li, Bochao Zhao, Wenpeng Luan, Bo Liu
2022 — conf
LightNILM: lightweight neural network methods for non-intrusive load monitoring.
BuildSys
Zhenyu Lu, Yurong Cheng, Mingjun Zhong, Wenpeng Luan, Yuan Ye, Guoren Wang
2022 J jnl
The Balanced Window-Based Load Event Optimal Matching for NILM.
IEEE Trans. Smart Grid
Bo Liu, Wenpeng Luan, Jinnan Yang, Yixin Yu
2020 — conf
Lightweight Non-Intrusive Load Monitoring Employing Pruned Sequence-to-Point Learning.
NILM@SenSys
Jack Barber, Heriberto Cuayáhuitl, Mingjun Zhong, Wenpeng Luan
2019 J jnl
Estimation of Target Appliance Electricity Consumption Using Background Filtering.
IEEE Trans. Smart Grid
Gaochen Cui, Bo Liu, Wenpeng Luan, Yixin Yu
2015 J jnl
Smart Meter Data Analytics for Distribution Network Connectivity Verification.
IEEE Trans. Smart Grid
Wenpeng Luan, Joshua Peng, Mirjana Maras, Joyce Lo, Brian Harapnuk
2014 — ch.
Smart Metering and Infrastructure.
Smart Grids
Wenpeng Luan, Wenyuan Li