Multisource Domain Adaptation for Nonintrusive Load Monitoring Through Data Distillation.
IEEE Trans. Instrum. Meas., 2025
Noisy Label Filtering for Nonintrusive Appliance Identification via Negative Learning.
IEEE Trans. Instrum. Meas., 2025
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
Apply Graph Signal Processing on NILM: An Unsupervised Approach Featuring Power Sequences.
Sensors, 2023
Non-Intrusive Load Identification Method Based on Self-Supervised Regularization.
IEEE Access, 2023
Improved Appliance Transient Feature Extraction Via Template Matching.
Proceedings of the IEEE International Conference on Acoustics, 2023
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
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
Estimation of Target Appliance Electricity Consumption Using Background Filtering.
IEEE Trans. Smart Grid, 2019