標題: | Deducing the classification rules for thermal comfort controls using optimal method |
作者: | Hu, Chih-Chien Li, Han-Lin 資訊管理與財務金融系 註:原資管所+財金所 Department of Information Management and Finance |
關鍵字: | Classification;Predicted mean vote (PMV);Heating ventilation and air conditioning (HVAC);Thermal comfort;Rule-based system;Energy saving |
公開日期: | 三月-2016 |
摘要: | This study investigates the feasibility of using a rule set of human thermal sensation index to control a heating ventilation and air conditioning (HVAC) system in order to achieve a desired thermal comfort level and energy savings. A novel approach based on an optimization method is developed to deduce the rules of learning human thermal comfort. In contrast to conventional thermal comfort levels, the proposed approach explains the linguistic rules in an "If ... Then" form, in which proposed thermal comfort levels do not require an iterative solution and can be easily adjusted, depending on the specific thermal sensation of occupants. Results of this study demonstrate that the proposed thermal comfort control mechanism can also be implemented to achieve thermal comfort, energy savings, and reduce computational costs. (C) 2016 Elsevier Ltd. All rights reserved. |
URI: | http://dx.doi.org/10.1016/j.buildenv.2015.12.025 http://hdl.handle.net/11536/134091 |
ISSN: | 0360-1323 |
DOI: | 10.1016/j.buildenv.2015.12.025 |
期刊: | BUILDING AND ENVIRONMENT |
Volume: | 98 |
起始頁: | 107 |
結束頁: | 120 |
顯示於類別: | 期刊論文 |