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On the Eigenvalue Tracking of Large-Scale Systems

Published: April 24, 2025 | arXiv ID: 2504.17571v2

By: Andreas Bouterakos, Joseph McKeon, Georgios Tzounas

Potential Business Impact:

Tracks how power grids stay stable when changing.

Business Areas:
Energy Management Energy

The paper focuses on the problem of tracking eigenvalue trajectories in large-scale power system models as system parameters vary. A continuation-based formulation is presented for tracing any single eigenvalue of interest, which supports sparse matrix representations and accommodates both explicit and semi-implicit differential-algebraic models. Key implementation aspects, such as numerical integration, matrix updates, derivative approximations, and handling defective eigenvalues, are discussed in detail and practical recommendations are duly provided. The tracking approach is demonstrated through a comprehensive case study on the IEEE 39-bus system, as well as on a realistic dynamic model of the Irish transmission system.

Country of Origin
🇮🇪 Ireland

Page Count
22 pages

Category
Electrical Engineering and Systems Science:
Systems and Control