OPF-based optimal power system network restoration considering frequency dynamics

Due to recent blackout and system split incidents in power grids worldwide, as well as increased system complexity in view of the energy transition, there has been increasing interest in re-evaluating existing Power System Restoration (PSR) plans. In restoration scenarios, due to low island inertia, it is necessary to ensure not only the static, but also the dynamic stability of the system. In this paper, we pose and solve a formulation of the optimal PSR problem including frequency dynamics. We validate the switching constraints for global optimality within a static version of the formulation using a brute-force tree search method. We apply the dynamic problem formulation to the IEEE 9-Bus model, and show that the optimal switching sequence using the static formulation would violate dynamic constraints, illustrating the importance of dynamic considerations in PSR planning.

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Publication Details

Journal
Electric Power Systems Research
Published
2026-06-25
DOI
https://doi.org/10.1016/j.epsr.2026.113573
Primary Topic
Optimal Power Flow Distribution
Type
article
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article

OPF-based optimal power system network restoration considering frequency dynamics

Asja Derviškadić, Mario Paolone, Dawn Virginillo
Electric Power Systems Research
Optimal Power Flow Distribution
article

OPF-based optimal power system network restoration considering frequency dynamics

Asja Derviškadić, Mario Paolone, Dawn Virginillo
article en

Abstract

Due to recent blackout and system split incidents in power grids worldwide, as well as increased system complexity in view of the energy transition, there has been increasing interest in re-evaluating existing Power System Restoration (PSR) plans. In restoration scenarios, due to low island inertia, it is necessary to ensure not only the static, but also the dynamic stability of the system. In this paper, we pose and solve a formulation of the optimal PSR problem including frequency dynamics. We validate the switching constraints for global optimality within a static version of the formulation using a brute-force tree search method. We apply the dynamic problem formulation to the IEEE 9-Bus model, and show that the optimal switching sequence using the static formulation would violate dynamic constraints, illustrating the importance of dynamic considerations in PSR planning.

Electric Power Systems ResearchVol. 262
École Polytechnique Fédérale de Lausanne (CH), Swisscom (Switzerland) (CH)
Openalex Percentile: Top 100%
Optimal Power Flow Distribution
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