Ice-cream storage energy efficiency with model predictive control of a refrigeration system coupled to a PCM tank - INRAE - Institut national de recherche pour l’agriculture, l’alimentation et l’environnement Accéder directement au contenu
Article Dans Une Revue International Journal of Refrigeration Année : 2015

Ice-cream storage energy efficiency with model predictive control of a refrigeration system coupled to a PCM tank

Efficacité énergétique de l'entreposage de crème glacée avec régulation par modèle prévisionnel d'un système frigorifique couplé à un réservoir de PCM

P. Schalbart
Denis Leducq
G. Alvarez
  • Fonction : Auteur
  • PersonId : 1202642

Résumé

A model predictive controller (MPC) was developed in order to optimise energy management of an ice-cream warehouse refrigeration system coupled to a phase-change material (PCM) tank. The controller's internal model was based on a steady-state refrigeration cycle model and energy balances on the PCM tank and warehouse. Considering crystal growth in ice-cream, the quality evolution was based on Ostwald ripening equation. The product temperature field was determined by a 1-D finite difference equation. An original PCM model was developed for better performance of Levenberg–Marquardt's optimisation algorithm which was modified in ordepreviso*r to take into account control variables' bounds. Simulation of the ice-cream storage for a period of 90 days lead to good results on the optimised control sequence with efficient energy management thanks to the PCM tank. Ice crystals size remained below the defined target: 26 microm. This study showed the great potential of MPC to reduce energy consumption and guarantee food quality.
Fichier non déposé

Dates et versions

hal-02600864 , version 1 (16-05-2020)

Identifiants

Citer

P. Schalbart, Denis Leducq, G. Alvarez. Ice-cream storage energy efficiency with model predictive control of a refrigeration system coupled to a PCM tank. International Journal of Refrigeration, 2015, 52, pp.140-150. ⟨10.1016/j.ijrefrig.2014.08.001⟩. ⟨hal-02600864⟩

Collections

IRSTEA INRAE FRISE
12 Consultations
0 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More