Differentiable Optimization for Deep Learning-Enhanced DC Approximation of AC Optimal Power Flow

Andrew Rosemberg, Michael Klamkin, Pascal Van Hentenryck

The growing scale of power systems and the increasing uncertainty introduced by renewable energy sources necessitates novel optimization techniques that are significantly faster an…