3 papers
cs.LG2026
SmartMeterFM: Unifying Smart Meter Data Generative Tasks Using Flow Matching Models
Nan Lin, Yanbo Wang, Jacco Heres +2
Smart meter data is the foundation for planning and operating the distribution network. Unfortunately, such data are not always available due to privacy regulations. Meanwhile, the…
eess.SY2025
Extreme value distributions of peak loads for non-residential customer segments
Shaohong Shi, Eric A. Cator, Jacco Heres +1
Electrical grid congestion is a growing challenge in Europe, driving the need for accurate prediction of load, particularly of peak load. Non-time-resolved models of peak load offe…
eess.SY2025
Scalable quantile predictions of peak loads for non-residential customer segments
Shaohong Shi, Jacco Heres, Simon H. Tindemans
Electrical grid congestion has emerged as an immense challenge in Europe, making the forecasting of load and its associated metrics increasingly crucial. Among these metrics, peak…