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http://dx.doi.org/10.6110/KJACR.2012.24.12.830

A Study on GRNN Control Strategies for Floor Radiant Heating System in Residential Apartments  

Song, Jae-Yeob (Department of Building Equipment System Engineering, Gachon University)
Ahn, Byung-Cheon (Department of Building Equipment System Engineering, Gachon University)
Publication Information
Korean Journal of Air-Conditioning and Refrigeration Engineering / v.24, no.12, 2012 , pp. 830-836 More about this Journal
Abstract
In this study, the effects of heating control methods on heating control performance and energy consumption in the floor radiant heating control system of residential apartments were research by computer simulation. A general regression neural network(GRNN) control method for reducing indoor temperature overshoot and saving energy in floor radiant heating system is suggested. The GRNN control method shows good responses in comparison with the conventional and outdoor reset control methods for improving indoor thermal environment and reducing energy consumption.
Keywords
Floor radiant heating system; General regression neural network; Outdoor reset control; Heating control performance;
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  • Reference
1 Park, H. S., 2005, A study on real time gaze discrimination system using GRNN, Ph.D. thesis, Kwan-dong university, Korea.
2 Specht, D. F., 1991, A general regression neural network, IEEE Transactions on Neural Networks, pp. 568-571.
3 Ahn, B. C. and Song, J. Y., 2010, Control characteristics and heating performance analysis of automatic thermostatic valves for radiant slab heating system in residential apartments, Energy, Vol. 35, pp. 1615-1624.   DOI   ScienceOn
4 Korea institute of construction technology, 1995, Thermal performance improvement for radiant floor heating system of apartment housing.
5 Hong, S. S., Song, J. Y., and Ahn, B. C., 2010, Energy saving control strategy for central heating system using outdoor air temperature compensation, Proceedings of the SAREK winter annual conference, pp. 505-510.
6 Song, J. Y., 2012, A study on the optimal operation and GRNN control strategies for radiant floor heating system in residential apartments, Ph.D. thesis, Ga-chon university, Korea.