Partitioning of electric networks into zones or areas is a procedure that has numerous applications in power system planning, operation and control.
This problem is usually tackled by applying a robust post-processing method on top of spectral clustering [3] or by removing the outliers in advance [6].
Applications of spectral clustering include definition of control zones, analysis of connectivity structure of power networks, intentional controlled islanding, ...
Partitioning of electric networks into zones or areas is a procedure that has numerous applications in power system planning, operation and control.
A greedy algorithm is proposed to solve the connectedness issues inherent to many robust post-processing methods and utilise a label propagation based ...
While spectral clustering becomes significantly more robust to outliers when combined with a robust post-processing method like k-medoids, the connectedness of ...
A post-processing methodology for robust spectral embedded clustering of power networks. Conference paper (2017) - I. Tyuryukanov (author) , Jairo ...
A post-processing methodology for robust spectral embedded clustering of power networks ... power networks based on graph reduction and spectral clustering.
Oct 13, 2024 · This paper presents an intelligent partitioning approach to create an islanding solution through multilayer graphs using spectral clustering.
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A post-processing methodology for robust spectral embedded clustering of power networks (2017). First Author: Tyuryukanov I. Attributed to: Advanced ...