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A Linear Outer Approximation of Line Losses for DC-based Optimal Power Flow Problems

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arxiv 2112.10975 v2 pith:RI4TRO4J submitted 2021-12-21 math.OC

A Linear Outer Approximation of Line Losses for DC-based Optimal Power Flow Problems

classification math.OC
keywords lineapproximationlloalosseslossmodelouterpower
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This paper proposes a novel and simple linear model to capture line losses for use in linearized DC models, such as optimal power flow (DC-OPF) and security-constrained economic dispatch (SCED). The \textit{Line Loss Outer Approximation} (LLOA) model implements an outer approximation of the line losses lazily and typically terminates in a small number of iterations. Experiments on large-scale power systems demonstrate the accuracy and computational efficiency of LLOA and contrast it with classical line loss approaches. The results seem to indicate that LLOA is a practical and useful model for real-world applications, providing a good tradeoff between accuracy, computational efficiency, and implementation simplicity. In particular, the LLOA method may have significant advantages compared to the traditional loss factor formulation for multi-period, stochastic optimization problems where good reference points may not be available. The paper also provides a comprehensive overview and evaluation of approximation methods for line losses.

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