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Holistic optimization of hvac systems via distributed data driver control

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

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/59497747-6FFB-408F-A3BC-C84088180A4F-
Αναγνωριστικόhttp://www.researchgate.net/profile/Karel_Macek/publication/273676784_HOLISTIC_OPTIMIZATION_OF_HVAC_SYSTEMS_VIA_DISTRIBUTED_DATA-DRIVEN_CONTROL/links/55dc918f08aec156b9b18336.pdf-
Γλώσσαen-
Μέγεθος8 pagesen
ΤίτλοςHolistic optimization of hvac systems via distributed data driver control en
ΔημιουργόςRovas Dimitriosen
ΔημιουργόςΡοβας Δημητριοςel
ΔημιουργόςMacek, Karelen
ΔημιουργόςMischa Schmidten
ΔημιουργόςCesar Valmasedaen
ΠερίληψηIn 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
ΤύποςΠλήρης Δημοσίευση σε Συνέδριοel
ΤύποςConference Full Paperen
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-10-17-
Ημερομηνία Δημοσίευσης2014-
Βιβλιογραφική ΑναφοράK. 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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