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Optimization of a fuzzy controller using genetic algorithms for the indoor comfort control in buildings

Kolokotsa Dionysia, Stavrakakis Georgios, Kalaitzakis Kostas, Pouliezos Anastasios, Loukis Euripidis

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URI: http://purl.tuc.gr/dl/dias/CF242025-AF95-4CE2-B5A9-9F254C0E6757
Year 2001
Type of Item Conference Full Paper
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Bibliographic Citation D. Kolokotsa , G. Stavrakakis , K. Kalaitzakis , A. Pouliezos ,E. Loukis , "Optimization of a Fuzzy Controller using Genetic Algorithms for the Indoor Comfort Control in Buildings",presented at Proc. IFDICON 2001 Conf., Santorini, Greece, June.
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Conference Publications in Community School of Electrical and Computer Engineering

Summary

The aim of this paper is the application of fuzzy control techniques coupled with Genetic Algorithms for preservation ofair quality, thermal and visual comfort for buildings occupants. A fuzzy controller is developed for the control of theenvironmental parameters at the building zone level. The occupants’ preferences are monitored via a smart card unit.Genetic Algorithm optimization techniques are applied to shift the membership functions of the fuzzy controller inorder to satisfy the occupants preferences while minimizing energy consumption. Simulations usingMATLAB/SIMLULINK demonstrate that energy conservation reaches 22%.

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