computational efficiency 1extended dynamic mode decomposition 1non-Gaussian filtering 1nonlinear state estimation 1Perron-Frobenius operator 1
From the 1 of 3 linked papers with an AI index.
3 papers
eess.SY2026
An extended Perron-Frobenius operator filter for nonlinear state estimation
Yuta Miwa, Yoshihiko Susuki, Shunji Kotsuki
The paper introduces an extended Perron‑Frobenius Operator Filter that learns the Perron‑Frobenius operator via extended Dynamic Mode Decomposition to perform efficient and accurat…
eess.SY2026
On Koopman Resolvents and Frequency Response of Nonlinear Systems
Yoshihiko Susuki, Natsuki Katayama, Alexandre Mauroy +1
This paper proposes a novel formulation of frequency response for nonlinear systems in the Koopman operator framework. This framework is a promising direction for the analysis and…
eess.SY2026
Hybrid dynamical systems modeling of power systems
B. G. Odunlami, M. Netto, Y. Susuki
The increasing integration of renewable energy sources has introduced complex dynamic behavior in power systems that challenge the adequacy of traditional continuous-time modeling…