바닥복사 난방시스템의 개폐식 제어에 대한 GRNN 적용에 관한 실험적 연구A Experimental Study on the Application of GRNN for On-Off Control in Floor Radiant Heating System
- Other Titles
- A Experimental Study on the Application of GRNN for On-Off Control in Floor Radiant Heating System
- Authors
- 송재엽; 안병천
- Issue Date
- Dec-2020
- Publisher
- 한국지열에너지학회
- Keywords
- Floor radiant heating system(바닥복사 난방시스템); General regression neural network (일반 회귀 신경망); On-Off control(개폐식 제어); Control performance(제어성능)
- Citation
- 한국지열에너지학회논문집, v.16, no.4, pp.16 - 23
- Journal Title
- 한국지열에너지학회논문집
- Volume
- 16
- Number
- 4
- Start Page
- 16
- End Page
- 23
- URI
- https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/79169
- ISSN
- 1738-6985
- Abstract
- In this study, the control characteristics and effects of control methods on heating performance and energy consumption for the hot water floor radiant heating control system of a residential apartment were research by experiment. As a control method, On-Off control and outdoor reset control methods with GRNN(General Regression Neural Network) and without GRNN are considered. Also, the control performances with regard to improvement of indoor thermal environment and reduction of energy consumption are compared, respectively. Experiment results show that the performance of the control method with GRNN is better than that of conventional on-off control method without GRNN in the responses of room set temperature and energy saving.
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