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eess.SY2025
The Role of Flexible Connection in Accelerating Load Interconnection in Distribution Networks
Nan Gu, Ge Chen, Junjie Qin
This paper investigates the role of flexible connection in accelerating the interconnection of large loads amid rising electricity demand from data centers and electrification. Fle…
eess.SY2025
Federated Aggregation of Demand Flexibility
Yifan Dong, Ge Chen, Junjie Qin
This paper proposes a federated framework for demand flexibility aggregation to support grid operations. Unlike existing geometric methods that rely on a static, pre-defined base s…
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…