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Technical University of Crete
Technical University of Crete
EN
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EL
| URI | http://purl.tuc.gr/dl/dias/59497747-6FFB-408F-A3BC-C84088180A4F | - |
| Identifier | http://www.researchgate.net/profile/Karel_Macek/publication/273676784_HOLISTIC_OPTIMIZATION_OF_HVAC_SYSTEMS_VIA_DISTRIBUTED_DATA-DRIVEN_CONTROL/links/55dc918f08aec156b9b18336.pdf | - |
| Language | en | - |
| Extent | 8 pages | en |
| Title | Holistic optimization of hvac systems via distributed data driver control | en |
| Creator | Rovas Dimitrios | en |
| Creator | Ροβας Δημητριος | el |
| Creator | Macek, Karel | en |
| Creator | Mischa Schmidt | en |
| Creator | Cesar Valmaseda | en |
| Content Summary | In 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 |
| Type of Item | Πλήρης Δημοσίευση σε Συνέδριο | el |
| Type of Item | Conference Full Paper | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-10-17 | - |
| Date of Publication | 2014 | - |
| Bibliographic Citation | K. 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.pdf | en |
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