Towards a controllability analysis of multiscale systems: application of the set-theoretic approach to a semi-batch emulsion polymerization process
Computers & Chemical Engineering(2020)
Abstract
•A framework for evaluating the controllability of multiscale systems based on a set-theoretic approach is presented.•The curse of dimensionality is overcome combining Variance Algebra concepts and a statistical modeling approach to obtain a closed-form from a multiscale semi-batch emulsion polymerization.•Results shows that the PSD (mesoscopic variable) and the secondary particle nucleation rate (microscopic variable) are both output-controllable.•Three different scenarios were evaluated to better understand the process capabilities of achieving the desired product quality specifications.
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Key words
Set-theoretic methods,Multiscale output-controllability,Reduced-order model,Free-radical emulsion polymerization
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