Title :
Partitioning power grids via nonlinear Koopman Mode Analysis
Author :
Raak, Fredrik ; Susuki, Yoshihiko ; Hikihara, Takashi ; Chamorro, H.R. ; Ghandhari, M.
Author_Institution :
Dept. of Electr. Eng., Kyoto Univ., Katsura, Japan
Abstract :
This paper proposes a new method for partitioning power grids based on the nonlinear Koopman Mode Analysis (KMA). Grid partitioning is the fundamental problem in the controlled islanding strategy. The KMA is a new technique of nonlinear modal decomposition based on properties of the point spectrum of the so-called Koopman operator. The key idea in the proposed method is to determine a set of islanded sub-grids using KMA of data on voltage angle dynamics of every bus. The method is numerically investigated with the IEEE 118-bus test system. It is shown that the proposed method provides partitions on a multiple frequency scale as well as captures the intrinsic structural properties of a grid characterized by spectral graph theory.
Keywords :
distributed power generation; graph theory; power grids; IEEE 118-bus test system; KMA; controlled islanding strategy; islanded subgrids; nonlinear Koopman mode analysis; nonlinear modal decomposition; power grid partitioning; spectral graph theory; voltage angle dynamics; Eigenvalues and eigenfunctions; Generators; Graph theory; Nonlinear dynamical systems; Power grids; Power system dynamics; Power system stability; Controlled islanding; grid partitioning; power system monitoring; spectral graph theory;
Conference_Titel :
Innovative Smart Grid Technologies Conference (ISGT), 2014 IEEE PES
Conference_Location :
Washington, DC
DOI :
10.1109/ISGT.2014.6816374