Prediction error identification of linear dynamic networks with rank-reduced noise

HHM Weerts, PMJ Van den Hof, AG Dankers - Automatica, 2018 - Elsevier
Dynamic networks are interconnected dynamic systems with measured node signals and
dynamic modules reflecting the links between the nodes. We address the problem of …

Identification of low rank vector processes

W Cao, G Picci, A Lindquist - Automatica, 2023 - Elsevier
We study modeling and identification of stationary processes with a spectral density matrix of
low rank. Equivalently, we consider processes having an innovation of reduced dimension …

Identification of dynamic networks with rank-reduced process noise

HHM Weerts, PMJ Van den Hof, AG Dankers - IFAC-PapersOnLine, 2017 - Elsevier
In dynamic network identification usually the assumption is made that there is a full rank
process noise affecting the network. For large scale networks with many variables this …

Identification in dynamic networks

PMJ Van den Hof, AG Dankers, HHM Weerts - Computers & Chemical …, 2018 - Elsevier
Abstract System identification is a common tool for estimating (linear) plant models as a
basis for model-based predictive control and optimization. The current challenges in process …

[PDF][PDF] Identifiability and identification methods for dynamic networks

HHM Weerts - 2018 - research.tue.nl
Opwarming van de aarde zal gelimiteerd worden door de uitstoot van broeikasgassen te
verminderen. Hierin speelt verdere ontwikkeling van technologiën zoals hernieuwbare …

Modeling and identification of low rank vector processes

G Picci, W Cao, A Lindquist - IFAC-PapersOnLine, 2021 - Elsevier
We study modeling and identification of processes with a spectral density matrix of low rank.
Equivalently, we consider processes having an innovation of reduced dimension for which …

Module identification in dynamic networks: parametric and empirical bayes methods

N Everitt - 2017 - diva-portal.org
The purpose of system identification is to construct mathematical models of dynamical
system from experimental data. With the current trend of dynamical systems encountered in …

[PDF][PDF] Identifiability of dynamic networks with noisy and noise-free nodes

P Van den Hof - publications.pvandenhof.nl
Identifiability of dynamic networks with noisy and noise-free nodes Page 1 Identifiability of
dynamic networks with noisy and noise-free nodes Paul Van den Hof Coworkers: Harm Weerts …