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A Hierarchical Distributed MPC for HVAC Systems
KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.ORCID iD: 0000-0001-9940-5929
2016 (English)In: 2016 AMERICAN CONTROL CONFERENCE (ACC), IEEE conference proceedings, 2016, p. 2385-2390Conference paper, Published paper (Refereed)
Abstract [en]

In this paper a hierarchical distributed model predictive control scheme is proposed for heating, ventilation and air-conditioning (HVAC) systems in buildings. The building consists in multiple connected rooms and zones. The control objective is to keep the temperature of each room and zone at a given comfortable level with minimal energy consumption. This control scheme is divided into two levels. The upper level controller collects temperature and predictive information of all rooms and zones to generate reference trajectories while a lower level controller only uses local information to track the reference and optimize energy efficiency and thermal comfort. By using a contraction property of building's dynamics, recursive feasibility of the proposed algorithm is guaranteed. Simulation results are given to show the performance of our proposed control strategy.

Place, publisher, year, edition, pages
IEEE conference proceedings, 2016. p. 2385-2390
Series
Proceedings of the American Control Conference, ISSN 0743-1619
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:kth:diva-204148DOI: 10.1109/ACC.2016.7525274ISI: 000388376102072Scopus ID: 2-s2.0-84992063483ISBN: 978-1-4673-8682-1 (print)OAI: oai:DiVA.org:kth-204148DiVA, id: diva2:1084724
Conference
American Control Conference (ACC), JUL 06-08, 2016, Boston, MA
Note

QC 20170327

Available from: 2017-03-27 Created: 2017-03-27 Last updated: 2022-06-27Bibliographically approved

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Johansson, K. H.

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CiteExportLink to record
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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf