A review paper that categorizes large-scale power grid optimization methods and reports that physics-based solvers dominate while physics-constrained machine learning is emerging.
Jereminov, Private email exchange: Paper on emerging trends in large-scale optimization (Discussions on Gaps in Industry Large-scale Optimizations), 3rd March 2023
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Large-scale Grid Optimization: The Workhorse of Future Grid Computations
A review paper that categorizes large-scale power grid optimization methods and reports that physics-based solvers dominate while physics-constrained machine learning is emerging.