5 papers
Ancillary Services in High-Renewable Power Systems: Comparing Market Design, Emerging Trends, and Future Challenges
Andreas Makrides, Andrey Churkin, Fei Teng +1
Rapid growth in renewable generation is changing power-system operation and increasing the importance of ancillary services for security and reliability. As inverter-based resource…
Synergies between AI Computing and Power Systems: Metrics, Scheduling, and Resilience
Farzaneh Pourahmadi, Olivier Corradi, Pierre Pinson
In this paper, we first clarify the concepts of green AI versus frugal AI, positioning frugality as efficiency by design and green AI as transparency and accountability. We then ar…
Predict-and-Optimize Robust Unit Commitment with Statistical Guarantees via Weight Combination
Rui Xie, Yue Chen, Pierre Pinson
The growing uncertainty from renewable power and electricity demand brings significant challenges to unit commitment (UC). While various advanced forecasting and optimization metho…
Evolving Multi-Scale Normalization for Time Series Forecasting under Distribution Shifts
Dalin Qin, Yehui Li, Weiqi Chen +5
Complex distribution shifts are the main obstacle to achieving accurate long-term time series forecasting. Several efforts have been conducted to capture the distribution character…
Seamless and multi-resolution energy forecasting
Chenxi Wang, Pierre Pinson, Yi Wang
Energy forecasting is pivotal in energy systems, by providing fundamentals for operation, with different horizons and resolutions. Though energy forecasting has been widely studied…