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Neuro-fuzzy model based predictivealgorithm for environmental management of buildings

Sotirios Papantoniou, Kolokotsa Dionysia, Pouliezos Anastasios

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URIhttp://purl.tuc.gr/dl/dias/286B50BD-E3C5-421A-AB35-E7B8E34888BE-
Αναγνωριστικόhttp://www.srcosmos.gr/srcosmos/showpub.aspx?aa=16498-
Γλώσσαen-
ΤίτλοςNeuro-fuzzy model based predictive algorithm for environmental management of buildingsen
ΔημιουργόςSotirios Papantoniouen
ΔημιουργόςΠαπαντωνιου Σωτηριοςel
ΔημιουργόςKolokotsa Dionysiaen
ΔημιουργόςΚολοκοτσα Διονυσιαel
ΔημιουργόςPouliezos Anastasiosen
ΔημιουργόςΠουλιεζος Αναστασιοςel
ΠερίληψηThis paper presents an algorithm used for predicting indoor environmental conditions in buildings considering outdoor conditions such as outdoor temperature and humidity as well as window position and operating conditions of an air conditioning unit. Sensors which are part of an existing Building Energy Management System (BEMS) read necessary data in real time and the values are also stored in database for further analysis. The pre-mentioned algorithms are based on an Adaptive-Network-Based Fuzzy Inference System (ANFIS) which are trained and validated with historical data stored in the database. The results of predicting indoor environmental conditions over a considerable predictive horizon are presented and discussed. Further development is planned on the development of smaller systems based on microcomputers to store data from sensors, run the main control algorithms and actuate the necessary componentsen
ΤύποςΠλήρης Δημοσίευση σε Συνέδριοel
ΤύποςConference Full Paperen
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by-nc-nd/4.0/en
Ημερομηνία2015-11-13-
Ημερομηνία Δημοσίευσης2012-
Βιβλιογραφική ΑναφοράS. Papantoniou, D. Kolokotsa, A. Pouliezos," Neuro-fuzzy model based predictive algorithm for environmental management of buildings," in Proceedings of 3rd International Conference on Industrial and Hazardous Waste Management,2012.en

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