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Sense-think-act framework for intelligent building energy management

Katsigarakis Kyriakos, Kontes Georgios, Giannakis Georgios, Rovas Dimitrios

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/5D05B66C-4EBF-4282-8C0B-BD74AA7BBE9F-
Αναγνωριστικόhttps://onlinelibrary.wiley.com/doi/full/10.1111/mice.12173-
Αναγνωριστικόhttps://doi.org/10.1111/mice.12173-
Γλώσσαen-
Μέγεθος15 pagesen
ΤίτλοςSense-think-act framework for intelligent building energy managementen
ΔημιουργόςKatsigarakis Kyriakosen
ΔημιουργόςΚατσιγαρακης Κυριακοςel
ΔημιουργόςKontes Georgiosen
ΔημιουργόςΚοντες Γεωργιοςel
ΔημιουργόςGiannakis Georgiosen
ΔημιουργόςΓιαννακης Γεωργιοςel
ΔημιουργόςRovas Dimitriosen
ΔημιουργόςΡοβας Δημητριοςel
ΕκδότηςJohn Wiley and Sonsen
ΠερίληψηThe realization of smart and energetically efficient buildings is contingent upon the successful implementation of two tasks that occur on distinct phases of the building life cycle: in the design and subsequent retrofitting phases, the selection and implementation of an effective energy concept, and, during the operation phase, the actuation of energy systems to ensure parsimonious energy use while retaining acceptable end-user thermal comfort. Operational efficiencies are achieved through the use of Building Energy Management Systems tasked to deliver core Sense, Think, Act (STA) functionalities: Sense, using sensing modalities installed in the building; Think, utilizing, typically a rule-based decision system; and Act, by sending actuation commands to controllable building elements. Providing the intelligence in this STA process can be a formidable task due to the complex interplay of many systems and occurrence of disturbances. In this article, an architectural and algorithmic framework is presented to provide streamlined implementation of this process. Important ingredients in this framework are: (S) a data access component capable of collecting and aggregating information from a number of heterogeneous sources (sensors, weather stations, weather forecasts); (T) a model-based optimization methodology to generate intelligent operational decisions; and (A) an assessment and actuation component. An illustrative application of the proposed methodology in an office building is provided.en
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2018-11-02-
Ημερομηνία Δημοσίευσης2016-
Θεματική ΚατηγορίαBuilding energy managementen
Βιβλιογραφική ΑναφοράK. I. Katsigarakis, G. D. Kontes, G. I. Giannakis and D. V. Rovas, "Sense-think-act framework for intelligent building energy management," Comput.-Aided Civ. Inf. Eng., vol. 31, no. 1, pp. 50-64, Jan. 2016. doi: 10.1111/mice.12173en

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