4 papers
pqSEDMD: Subspace Methods for Extended Dynamic Mode Decomposition Identification
Camilo Garcia-Tenorio, Alan Vande Wouwer
The dynamic mode decomposition (DMD), along with its variant for nonlinear systems, the extended DMD (EDMD), are powerful tools for the extraction of meaningful spatio-temporal cha…
Model-Free Control approach for pH Regulation in Thin-Layer Photobioreactors
José González-Hernández, Ainoa Morillas-España, José Luis Guzmán +2
Thin-layer photobioreactors (TLRs) exhibit fast hydrodynamic and thermal dynamics, strong nonlinear photosynthetic responses and significant time-variability due to irradiance fluc…
Tube-based robust nonlinear model predictive control of anaerobic co-digestion
Davide Carecci, Laurent Dewasme, Alessio La Bella +2
To match the growing demand for bio-methane production, anaerobic digesters need to embrace the co-digestion of different feedstocks; in addition, to improve the techno-economic pe…
Evaluation of the Region of Attractions of Higher Dimensional Hyperbolic Systems using the Extended Dynamic Mode Decomposition
Camilo Garcia-Tenorio, Duvan Tellez-Castro, Eduardo Mojica-Nava +1
This paper proposes an original methodology to compute the regions of attraction in hyperbolic and polynomial nonlinear dynamical systems using the eigenfunctions of the discrete-t…