English

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

Optimization and Control 2021-12-28 v2

Abstract

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.

Keywords

Cite

@article{arxiv.2112.10975,
  title  = {A Linear Outer Approximation of Line Losses for DC-based Optimal Power Flow Problems},
  author = {Haoruo Zhao and Mathieu Tanneau and Pascal Van Hentenryck},
  journal= {arXiv preprint arXiv:2112.10975},
  year   = {2021}
}
R2 v1 2026-06-24T08:25:38.851Z