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Title:

Automated identification of a complex storage model and hardware implementation of a model-predictive controller for a cooling system with ice storage

Document type:
Zeitschriftenaufsatz
Author(s):
Thiem, S.; Born, A.; Danov, V.; Vandersickel, A.; Schäfer, J.; Hamacher, T.
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 adaptation we...     »
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
Fulltext / DOI:
doi:10.1016/j.applthermaleng.2017.04.149
Publisher:
Elsevier BV
E-ISSN:
1359-4311
Date of publication:
01.07.2017
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