Institutional Repository
Technical University of Crete
Technical University of Crete
EN
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EL
| URI | http://purl.tuc.gr/dl/dias/BADB5B45-72BA-483A-8E81-AE54DD72F7D6 | - |
| Identifier | https://doi.org/10.1016/j.enbuild.2014.10.083 | - |
| Language | en | - |
| Extent | 10 | en |
| Title | Building optimization and control algorithms implemented in existing BEMS using a web based energy management and control system | en |
| Creator | Sotirios Papantoniou | en |
| Creator | Παπαντωνιου Σωτηριος | el |
| Creator | Kolokotsa Dionysia | en |
| Creator | Κολοκοτσα Διονυσια | el |
| Creator | Kalaitzakis Konstantinos | en |
| Creator | Καλαϊτζακης Κωνσταντινος | el |
| Publisher | Elsevier | en |
| Description | Δημοσίευση σε επιστημονικό περιοδικό | el |
| Content Summary | The aim of the present paper is to analyze a building optimization and control (BOC) algorithm which is implemented in the existing building energy management system (BEMS) of the Saint George Hospital in Chania, Greece. The developed algorithm consists of predicted models for outdoor/indoor air temperature using artificial neural networks, multi-step optimization using genetic algorithms and Real Time control using fuzzy techniques. The algorithm is developed in Matlab™ environment and is implemented to the existing BEMS of the Hospital, using a specialized web-based energy management and control system (Web-EMCS). The implementation of the BOC algorithm is realized by developing a “.net assembly” code, which interconnects the Web-EMCS with the existing conventional hospital's BEMS, without the need of Matlab™. The annual primary energy efficiency achieved is almost 36%. | en |
| Type of Item | Peer-Reviewed Journal Publication | en |
| Type of Item | Δημοσίευση σε Περιοδικό με Κριτές | el |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-11-05 | - |
| Date of Publication | 2015 | - |
| Subject | Building optimization | en |
| Subject | Fuzzy control | en |
| Subject | Neural networks | en |
| Bibliographic Citation | S. Papantoniou, D. Kolokotsa, K. Kalaitzakis, "Building optimization and control algorithms implemented in existing BEMS using a web based energy management and control system," Energy and Buildings, vol. 98, pp. 45–55, Jul. 2015. doi: 10.1016/j.enbuild.2014.10.083 | en |
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