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Multi-layer health-aware economic predictive control of a pasteurization pilot plant

Authors: Karimi Pour, Fatemeh; Puig Cayuela, Vicenç; Ocampo-Martínez, Carlos;

Multi-layer health-aware economic predictive control of a pasteurization pilot plant

Abstract

Abstract This paper proposes two different health-aware economic predictive control strategies that aim at minimizing the damage of components in a pasteurization plant. The damage is assessed with a rainflow-counting algorithm that allows estimating the components’ fatigue. By using the results obtained from this algorithm, a simplified model that characterizes the health of the system is developed and integrated into the predictive controller. The overall control objective is modified by adding an extra criterion that takes into account the accumulated damage. The first strategy is a single-layer predictive controller with an integral action to eliminate the steady-state error that appears when adding the extra criterion. In order to achieve the best minimal accumulated damage and operational costs, the single-layer approach is improved with a multi-layer control scheme, where the solution of the dynamic optimization problem is obtained from the model in two different time scales. Finally, to achieve the advisable trade-off between minimal accumulated damage and operational costs, both control strategies are compared in simulation over a utility-scale pasteurization plant.

Country
Spain
Keywords

two-layers control scheme, :Informàtica::Automàtica i control [Àrees temàtiques de la UPC], optimisation, model predictive control, Economic optimization, economic optimization, control theory, Application models in control theory, Àrees temàtiques de la UPC::Informàtica::Automàtica i control, QA1-939, Model predictive control, Health-aware controller, Computational methods in systems theory, Fatigue, automation, Classificació INSPEC::Automation, Two-layers control scheme, health-aware controller, QA75.5-76.95, Design techniques (robust design, computer-aided design, etc.), Electronic computers. Computer science, fatigue, :Automation [Classificació INSPEC], Mathematics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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