Introduction to Koopman mode decomposition for data-based technology of power system nonlinear dynamics

Y Susuki, A Chakrabortty - IFAC-PapersOnLine, 2018 - Elsevier
Data-based technology of power system dynamics has attracted a lot of interest in the
modern power system with the so-called Wide-Area Measurement System (WAMS) …

Application of Gaussian Process Regression to Koopman Mode Decomposition for Noisy Dynamic Data

A Masuda, Y Susuki, M Martínez-Ramón… - arXiv preprint arXiv …, 2019 - arxiv.org
Koopman Mode Decomposition (KMD) is a technique of nonlinear time-series analysis that
originates from point spectrum of the Koopman operator defined for an underlying nonlinear …