Open access
Aug 2026
Benchmark-grounded self-supervised contrastive learning for AMI-based distribution grid monitoring
The West China AMI Benchmark (WCA-Bench), a real-world dataset containing 713,700 user-day electricity profiles from 1,950 users and 506 expert-verified structural evolution events, is introduced, providing a practical methodology and a verified benchmark for robust, label-efficient, and transferable time-series repres...
Ling-Hao Zhang, Bo-Wei Yang, Xing-Si Ke et al.
· Frontiers in Artificial Inte... · 0 citations