The paper proposes a dispatch-aware neural network that learns transmission switching decisions by minimizing the generation cost of a differentiable DC-OPF layer, yielding fast heuristic solutions to DC-OTS.
Understanding Braess’ paradox in power grids,
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Dispatch-Aware Deep Neural Network for Optimal Transmission Switching: Toward Real-Time and Feasibility Guaranteed Operation
The paper proposes a dispatch-aware neural network that learns transmission switching decisions by minimizing the generation cost of a differentiable DC-OPF layer, yielding fast heuristic solutions to DC-OTS.