Model-based predictive control scheme for cost optimization and balancing services for supermarket refrigeration Systems

H.H.M. Weerts; S.E. Shafiei; J. Stoustrup; R. Izadi-Zamanabadi

doi:10.3182/20140824-6-ZA-1003.01056

Model-based predictive control scheme for cost optimization and balancing services for supermarket refrigeration Systems

H.H.M. Weerts, S.E. Shafiei, J. Stoustrup, R. Izadi-Zamanabadi

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

7 Citations (Scopus)

228 Downloads (Pure)

Abstract

A new formulation of model predictive control for supermarket refrigeration systems is proposed to facilitate the regulatory power services as well as energy cost optimization of such systems in the smart grid. Nonlinear dynamics existed in large-scale refrigeration plants challenges the predictive control design. It is however shown that taking into account the knowledge of different time scales in the dynamical subsystems makes possible a linear formulation of a centralized predictive controller. A realistic scenario of regulatory power services in the smart grid is considered and formulated in the same objective as of cost optimization one. A simulation benchmark validated against real data and including significant dynamics of the system are employed to show the effectiveness of the proposed control scheme.

Original language	English
Title of host publication	Proceedings of the 19th IFAC World Congress of the International Federation of Automatic Control, (IFAC'14), 24-29 August 2014, Cape Town, South Africa, part 1
Editors	E. Boje, X. Xia
Place of Publication	Oxford
Publisher	Pergamon
Pages	975-980
ISBN (Print)	978-3-902823-62-5
DOIs	https://doi.org/10.3182/20140824-6-ZA-1003.01056
Publication status	Published - 2014
Event	19th World Congress of the International Federation of Automatic Control (IFAC 2014 World Congress) - Cape Town International Convention Centre, Cape Town, South Africa Duration: 24 Aug 2014 → 29 Aug 2014 Conference number: 19 http://www.ifac2014.org

Conference

Conference	19th World Congress of the International Federation of Automatic Control (IFAC 2014 World Congress)
Abbreviated title	IFAC 2014
Country/Territory	South Africa
City	Cape Town
Period	24/08/14 → 29/08/14
Internet address	http://www.ifac2014.org

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.3182/20140824-6-ZA-1003.01056

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Weerts, H. H. M., Shafiei, S. E., Stoustrup, J., & Izadi-Zamanabadi, R. (2014). Model-based predictive control scheme for cost optimization and balancing services for supermarket refrigeration Systems. In E. Boje, & X. Xia (Eds.), Proceedings of the 19th IFAC World Congress of the International Federation of Automatic Control, (IFAC'14), 24-29 August 2014, Cape Town, South Africa, part 1 (pp. 975-980). Pergamon. https://doi.org/10.3182/20140824-6-ZA-1003.01056

Weerts, H.H.M. ; Shafiei, S.E. ; Stoustrup, J. et al. / Model-based predictive control scheme for cost optimization and balancing services for supermarket refrigeration Systems. Proceedings of the 19th IFAC World Congress of the International Federation of Automatic Control, (IFAC'14), 24-29 August 2014, Cape Town, South Africa, part 1. editor / E. Boje ; X. Xia. Oxford : Pergamon, 2014. pp. 975-980

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Weerts, HHM, Shafiei, SE, Stoustrup, J & Izadi-Zamanabadi, R 2014, Model-based predictive control scheme for cost optimization and balancing services for supermarket refrigeration Systems. in E Boje & X Xia (eds), Proceedings of the 19th IFAC World Congress of the International Federation of Automatic Control, (IFAC'14), 24-29 August 2014, Cape Town, South Africa, part 1. Pergamon, Oxford, pp. 975-980, 19th World Congress of the International Federation of Automatic Control (IFAC 2014 World Congress), Cape Town, South Africa, 24/08/14. https://doi.org/10.3182/20140824-6-ZA-1003.01056

Model-based predictive control scheme for cost optimization and balancing services for supermarket refrigeration Systems. / Weerts, H.H.M.; Shafiei, S.E.; Stoustrup, J. et al.
Proceedings of the 19th IFAC World Congress of the International Federation of Automatic Control, (IFAC'14), 24-29 August 2014, Cape Town, South Africa, part 1. ed. / E. Boje; X. Xia. Oxford: Pergamon, 2014. p. 975-980.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AB - A new formulation of model predictive control for supermarket refrigeration systems is proposed to facilitate the regulatory power services as well as energy cost optimization of such systems in the smart grid. Nonlinear dynamics existed in large-scale refrigeration plants challenges the predictive control design. It is however shown that taking into account the knowledge of different time scales in the dynamical subsystems makes possible a linear formulation of a centralized predictive controller. A realistic scenario of regulatory power services in the smart grid is considered and formulated in the same objective as of cost optimization one. A simulation benchmark validated against real data and including significant dynamics of the system are employed to show the effectiveness of the proposed control scheme.

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Weerts HHM, Shafiei SE, Stoustrup J, Izadi-Zamanabadi R. Model-based predictive control scheme for cost optimization and balancing services for supermarket refrigeration Systems. In Boje E, Xia X, editors, Proceedings of the 19th IFAC World Congress of the International Federation of Automatic Control, (IFAC'14), 24-29 August 2014, Cape Town, South Africa, part 1. Oxford: Pergamon. 2014. p. 975-980 doi: 10.3182/20140824-6-ZA-1003.01056

Model-based predictive control scheme for cost optimization and balancing services for supermarket refrigeration Systems

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