Model reduction methods for complex network systems

X Cheng, JMA Scherpen - Annual Review of Control, Robotics …, 2021 - annualreviews.org
Network systems consist of subsystems and their interconnections and provide a powerful
framework for the analysis, modeling, and control of complex systems. However, subsystems …

A continuation method for large-scale modeling and control: from ODEs to PDE, a round trip

D Nikitin, C Canudas-de-Wit… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we present a continuation method, which transforms spatially distributed
ordinary differential equation (ODE) systems into a continuous partial differential equation …

Average state estimation in large-scale clustered network systems

MUB Niazi, C Canudas-de-Wit… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
For the monitoring of large-scale clustered network systems (CNS), it suffices in many
applications to know the aggregated states of given clusters of nodes. This article provides …

[HTML][HTML] Clustering-based average state observer design for large-scale network systems

MUB Niazi, X Cheng, C Canudas-de-Wit… - Automatica, 2023 - Elsevier
This paper addresses the aggregated monitoring problem for large-scale network systems
with a few dedicated sensors. Full state estimation of such systems is often infeasible due to …

[PDF][PDF] 11 Reduced-order modeling of large-scale network systems

X Cheng, JMA Scherpen… - Citation for published …, 2020 - library.oapen.org
Large-scale network systems describe a wide class of complex dynamical systems
composed of many interacting subsystems. A large number of subsystems and their high …

Boundary control for stabilization of large-scale networks through the continuation method

D Nikitin, C Canudas-de-Wit… - 2021 60th IEEE …, 2021 - ieeexplore.ieee.org
In this work we study a continuation method which transforms spatially distributed ODE
systems into PDEs that respect the spatial structure of the original ODE systems. Such PDE …