2 papers
cs.LG2026
Structure-Aware Commitment Reduction for Network-Constrained Unit Commitment with Solver-Preserving Guarantees
Guangwen Wang, Jiaqi Wu, Yang Weng +1
The growing number of individual generating units, hybrid resources, and security constraints has significantly increased the computational burden of network-constrained unit commi…
eess.SY2025
A Unified Approach to Enforce Non-Negativity Constraint in Neural Network Approximation for Optimal Voltage Regulation
Jiaqi Wu, Jingyi Yuan, Yang Weng +1
Power system voltage regulation is crucial to maintain power quality while integrating intermittent renewable resources in distribution grids. However, the system model on the grid…