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eess.SY2024★ 1 cited
On the Choice of Loss Function in Learning-based Optimal Power Flow
Ge Chen, Junjie Qin
We analyze and contrast two ways to train machine learning models for solving AC optimal power flow (OPF) problems, distinguished with the loss functions used. The first trains a m…
math.OC2024
Neural Risk Limiting Dispatch in Power Networks: Formulation and Generalization Guarantees
Ge Chen, Junjie Qin
Risk limiting dispatch (RLD) has been proposed as an approach that effectively trades off economic costs with operational risks for power dispatch under uncertainty. However, how t…