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Holistic optimization of hvac systems via distributed data driver control

Rovas Dimitrios, Macek, Karel, Mischa Schmidt, Cesar Valmaseda

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URIhttp://purl.tuc.gr/dl/dias/59497747-6FFB-408F-A3BC-C84088180A4F-
Identifierhttp://www.researchgate.net/profile/Karel_Macek/publication/273676784_HOLISTIC_OPTIMIZATION_OF_HVAC_SYSTEMS_VIA_DISTRIBUTED_DATA-DRIVEN_CONTROL/links/55dc918f08aec156b9b18336.pdf-
Languageen-
Extent8 pagesen
TitleHolistic optimization of hvac systems via distributed data driver control en
CreatorRovas Dimitriosen
CreatorΡοβας Δημητριοςel
CreatorMacek, Karelen
CreatorMischa Schmidten
CreatorCesar Valmasedaen
Content SummaryIn the present paper, the control design of Heating, Ventilation and Air Conditioning (HVAC) systems is investigated. In large- scale buildings – e.g. hotels or hospitals – the high dimension of the control design problem precludes a solution with reasonable computational effort. In this paper, a distributed control strategy is proposed, where interacting agents are operating sub-systems; interaction between these agents can ensure that an optimum solution can be obtained. A novel method to distributed control tis introduced based on data-driven modeling where the strategy is not based on explicit optimization, but on weighted learning of the control rules; two examples of the addressed system are formulated. A significant advantage of the proposed approach consists in minimal assumptions on the addressed system and the most significant disadvantage is the need of sufficiently rich data-sets.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-10-17-
Date of Publication2014-
Bibliographic CitationK. Macek ,D. Rovas ,M. Schmidt ,C. Valmaseda.(2014). Holistic optimization of hvac systems via distributed data driver control .Presented at Conference: Intelligent Systems and Agents .[online].Available: http://www.researchgate.net/profile/Karel_Macek/publication/273676784_HOLISTIC_OPTIMIZATION_OF_HVAC_SYSTEMS_VIA_DISTRIBUTED_DATA-DRIVEN_CONTROL/links/55dc918f08aec156b9b18336.pdfen

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