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Document type:
Zeitschriftenaufsatz 
Author(s):
Thiem, S.; Born, A.; Danov, V.; Vandersickel, A.; Schäfer, J.; Hamacher, T. 
Title:
Automated identification of a complex storage model and hardware implementation of a model-predictive controller for a cooling system with ice storage 
Abstract:
Future sustainable energy systems could increase the share of energy converted from fluctuating renewable energy sources by intelligent model-based predictive control of cooling systems with thermal energy storage. This study investigated an experimental cooling system comprising a compression chiller and an ice storage. A runtime-efficient predictive model for partial charge and discharge of ice storage was derived. In addition, techniques for automatic model determination and adaptatio...    »
 
Keywords:
Model-predictive control; Ice storage; Thermal energy storage; Forward dynamic programming; Partial charge and discharge 
Journal title:
Applied Thermal Engineering 
Year:
2017 
Journal volume:
121 
Pages contribution:
922-940 
Covered by:
Scopus; Web of Science 
Reviewed:
ja 
Language:
en 
Publisher:
Elsevier BV 
E-ISSN:
1359-4311 
Date of publication:
01.07.2017