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A model-assisted adaptive controller fine-tuning methodology for efficient energy use in buildings

Rovas Dimitrios, Kontes Georgios, E. B. Kosmatopoulos , G.I. Giannakis

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URIhttp://purl.tuc.gr/dl/dias/47FF8085-2CAD-42B4-9CD0-A4E5AE6BDDF5-
Identifierhttps://doi.org/10.1109/MED.2011.5983175-
Languageen-
Extent6 pagesen
TitleA model-assisted adaptive controller fine-tuning methodology for efficient energy use in buildingsen
CreatorRovas Dimitriosen
CreatorΡοβας Δημητριοςel
CreatorKontes Georgiosen
CreatorΚοντες Γεωργιοςel
CreatorE. B. Kosmatopoulos en
Creator G.I. Giannakisen
Creatoren
PublisherInstitute of Electrical and Electronics Engineersen
Content SummaryBuilding Energy Management Systems are finding widespread use for the holistic control of all energy-influencing elements of buildings and are responsible for ensuring an effective and parsimonious energy use. In most cases, fixed logic controllers are deployed in the building to implement predetermined strategies. Good performance can not be guar anteed due to inherent uncertainties that can not be a priori ascertained, such as weather variations, occupant actions, and changes in the building state and characteristics. In this paper, a model-assisted tuning methodology is presented to adaptively and automatically fine-tune relevant controller parameters. In our approach, at the end of each day of the building operation, given "reasonable" predictions for the following day, and using an accurate thermal-simulation model to evaluate performance, a new set of controller parameters is generated to be used the following day. This way, good performance can be achieved using controllers with simple mathematical structure.en
Type of ItemΑφίσα σε Συνέδριοel
Type of ItemConference Posteren
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-10-17-
Date of Publication2011-
SubjectEfficient energy in buildingsen
SubjectEnergy conservation and architectureen
SubjectEnergy efficient buildingsen
Subjectarchitecture and energy conservationen
Subjectenergy conservation and architectureen
Subjectenergy efficient buildingsen
Bibliographic CitationG.I. Giannakis, G.D. Kontes, E.B. Kosmatopoulos, D.V. Rovas ,"A model-assisted adaptive controller fine-tuning methodology for efficient energy use in buildings,"in 2011 19th Med. on Con. and Aut. (MED),pp.49-56.doi:10.1109/MED.2011.5983175en

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