Calculating Domain of Attraction Boundary of Power Systems Based on the Gentlest Ascent Dynamics
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| Main Authors: | , , , , , |
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| Format: | Preprint |
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2026
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| _version_ | 1866911693657866240 |
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| author | Wu, Sixu Zhang, Chenmin Zhu, Aiqing Liu, Yang Lin, Jianxi Tang, Yifa |
| author_facet | Wu, Sixu Zhang, Chenmin Zhu, Aiqing Liu, Yang Lin, Jianxi Tang, Yifa |
| contents | The power system, a fundamental public utility, is increasingly important due to growing global electricity demand. Recent large-scale blackouts (e.g., Iberian Peninsula, UK) have raised concerns about transient stability under impact faults. Transient stability is determined by post-disturbance synchronizing capability of synchronous generators, formulated as identifying the domain of attraction (DOA) boundary of the asymptotically stable equilibrium. Using a benchmark model of synchronous-generator-dominated power systems, this report employs a gentlest ascent dynamics (GAD) method for 1-saddle points, an adjoint operator method for periodic orbits, and stable manifold algorithms to compute the DOA boundary. These algorithms transform DOA boundary determination into constructing unstable critical elements (saddle points and periodic orbits) and their stable manifolds. Theoretically, under certain assumptions we prove that the DOA boundary is the closure of the union of stable manifolds of index-1 critical elements, and establish a stability theory for a perturbed GAD system. Numerical experiments on two-machine and three-machine systems (with only saddle points or with periodic orbits) validate the effectiveness and accuracy. Results show the algorithms accurately capture the geometric structure of the DOA boundary, providing a new numerical tool for transient stability analysis. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2605_04197 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Calculating Domain of Attraction Boundary of Power Systems Based on the Gentlest Ascent Dynamics Wu, Sixu Zhang, Chenmin Zhu, Aiqing Liu, Yang Lin, Jianxi Tang, Yifa Dynamical Systems Numerical Analysis The power system, a fundamental public utility, is increasingly important due to growing global electricity demand. Recent large-scale blackouts (e.g., Iberian Peninsula, UK) have raised concerns about transient stability under impact faults. Transient stability is determined by post-disturbance synchronizing capability of synchronous generators, formulated as identifying the domain of attraction (DOA) boundary of the asymptotically stable equilibrium. Using a benchmark model of synchronous-generator-dominated power systems, this report employs a gentlest ascent dynamics (GAD) method for 1-saddle points, an adjoint operator method for periodic orbits, and stable manifold algorithms to compute the DOA boundary. These algorithms transform DOA boundary determination into constructing unstable critical elements (saddle points and periodic orbits) and their stable manifolds. Theoretically, under certain assumptions we prove that the DOA boundary is the closure of the union of stable manifolds of index-1 critical elements, and establish a stability theory for a perturbed GAD system. Numerical experiments on two-machine and three-machine systems (with only saddle points or with periodic orbits) validate the effectiveness and accuracy. Results show the algorithms accurately capture the geometric structure of the DOA boundary, providing a new numerical tool for transient stability analysis. |
| title | Calculating Domain of Attraction Boundary of Power Systems Based on the Gentlest Ascent Dynamics |
| topic | Dynamical Systems Numerical Analysis |
| url | https://arxiv.org/abs/2605.04197 |