Wenpeng Luan

According to our database, Wenpeng Luan authored at least 22 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Frequency Regulation Provision by EV Aggregator With Dynamic Balance Between User Charging Anxiety and Aggregate Flexibility.

Biao Xu, Wenpeng Luan, Bochao Zhao, Chao Long

IEEE Trans. Smart Grid, July, 2025

Fusing V-I Trajectory and Statistical Features for Improved Non-Intrusive Appliance Identification.

Wenpeng Luan, Keke Li, Bo Liu, Hanju Cai, Bochao Zhao

IEEE Trans. Consumer Electron., May, 2025

Transfer Learning for Multiappliance-Task Nonintrusive Load Monitoring.

Yao Sun, Jianwei Feng, Liang Yuan, Mei Su, Wenpeng Luan

IEEE Trans. Instrum. Meas., 2025

Multisource Domain Adaptation for Nonintrusive Load Monitoring Through Data Distillation.

Wenpeng Luan, Ruiqi Zhang, Bo Liu, Mingjun Zhong, Keke Li

IEEE Trans. Instrum. Meas., 2025

Noisy Label Filtering for Nonintrusive Appliance Identification via Negative Learning.

Wenpeng Luan, Keke Li, Bo Liu, Bochao Zhao, Longfei Tian

IEEE Trans. Instrum. Meas., 2025

Real-Time Unsupervised Nonintrusive Load Monitoring Based on Graph Signal Processing.

Wenpeng Luan, Ruitao Feng, Bochao Zhao, Yang Han, Bo Liu, Hanju Cai

IEEE Trans. Instrum. Meas., 2025

An adaptive appliance identification method leveraging topological data analysis.

Yang Han, Keke Li, Hanju Cai, Wenpeng Luan, Bochao Zhao, Bo Liu

Eng. Appl. Artif. Intell., 2025

Demand Response Potential Evaluation for Air Conditioning Loads based on NILM and BPINN.

Jinjiang Zhang, Bo Liu, Wenpeng Luan, Yanru Ren, Minzhe Tian, Mingjie Ma

Proceedings of the IEEE Industry Applications Society Annual Meeting, 2025

An Unsupervised NILM approach based on Graph Signal Processing with Feature Fusion.

Ruitao Feng, Bochao Zhao, Wenpeng Luan, Yang Han, Bo Liu, Hanju Cai

Proceedings of the IEEE Industry Applications Society Annual Meeting, 2025

2024

Adaptive Multitimescale Event Detection in Nonintrusive Load Monitoring Based on Minimum Description Length Principle.

Bo Liu, Jianfeng Zhang, Wenpeng Luan, Bochao Zhao, Zishuai Liu, Yixin Yu

IEEE Trans. Instrum. Meas., 2024

Automatic Appliance Labeling for Unsupervised NILM Based on Hierarchical Decision-Making.

Bo Liu, Weiqun Liu, Wenpeng Luan, Yixin Yu, Bochao Zhao, Yan Wang

IEEE Trans. Instrum. Meas., 2024

2023

Nonintrusive Load Monitoring Based on Self-Supervised Learning.

Shuyi Chen, Bochao Zhao, Mingjun Zhong, Wenpeng Luan, Yixin Yu

IEEE Trans. Instrum. Meas., 2023

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

Bochao Zhao, Xuhao Li, Wenpeng Luan, Bo Liu

Sensors, 2023

Improved Appliance Transient Feature Extraction Via Template Matching.

Bo Liu, Fenglei Chang, Wenpeng Luan, Bochao Zhao

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

The Balanced Window-Based Load Event Optimal Matching for NILM.

Bo Liu, Wenpeng Luan, Jinnan Yang, Yixin Yu

IEEE Trans. Smart Grid, 2022

An Adaptive Two-Stage Load Event Detection Method for Nonintrusive Load Monitoring.

Wenpeng Luan, Zishuai Liu, Bo Liu, Yixin Yu, Yufan Hou

IEEE Trans. Instrum. Meas., 2022

LightNILM: lightweight neural network methods for non-intrusive load monitoring.

Zhenyu Lu, Yurong Cheng, Mingjun Zhong, Wenpeng Luan, Yuan Ye, Guoren Wang

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.

Xuhao Li, Bochao Zhao, Wenpeng Luan, Bo Liu

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.

Jack Barber, Heriberto Cuayáhuitl, Mingjun Zhong, Wenpeng Luan

Proceedings of the NILM '20, 2020

2019

Estimation of Target Appliance Electricity Consumption Using Background Filtering.

Gaochen Cui, Bo Liu, Wenpeng Luan, Yixin Yu

IEEE Trans. Smart Grid, 2019

2015

Smart Meter Data Analytics for Distribution Network Connectivity Verification.

Wenpeng Luan, Joshua Peng, Mirjana Maras, Joyce Lo, Brian Harapnuk

IEEE Trans. Smart Grid, 2015

2014

Smart Metering and Infrastructure.

Wenpeng Luan, Wenyuan Li

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