Using the Taguchi Method and Grey Relational Analysis to Optimize Ventilation Systems for Rural Outdoor Toilets in the Post-Pandemic Era

被引:1
|
作者
Sun, Chang [1 ,2 ]
Feng, Lianyuan [3 ,4 ]
Guo, Meng [3 ,4 ]
Ju, Xiaolei [1 ]
机构
[1] China Architecture Design & Res Grp, Beijing 100044, Peoples R China
[2] China Natl Engn Res Ctr Human Settlements, Beijing 100044, Peoples R China
[3] Hebei Univ Water Resources & Elect Engn, Sch Civil Engn, Cangzhou 061001, Peoples R China
[4] Hebei Technol Innovat Ctr Phase Change, Thermal Management Data Ctr, Cangzhou 061001, Peoples R China
关键词
outdoor toilet; ventilation optimization; Taguchi method; numerical simulation; grey relational analysis; MULTIOBJECTIVE OPTIMIZATION; AIR-QUALITY; ENERGY; PARAMETERS; MODEL; ANOVA; CFD; CONSUMPTION;
D O I
10.3390/buildings14092692
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This study addresses the issue of poor air quality and thermal comfort in rural outdoor toilets by proposing a ventilation system powered by a building-applied photovoltaic (BAPV) roof. A numerical model is established and validated through comparison with the literature and experimental data. Based on a consensus, four influential variables, namely, inlet position, outlet height, supply air temperature, and ventilation rate, are selected for optimization to achieve multiple objectives: reduction in ammonia concentration, a predicted mean vote (PMV) value of 0, minimization of age of air, and energy consumption. The present study represents a pioneering effort in integrating the Taguchi method, computational fluid dynamics (CFD), and grey relational analysis to concurrently optimize the influential variables for outdoor toilet ventilation systems through design and simulation. The results indicate that all four variables exhibit nearly equal importance. Ventilation rate demonstrates a dominant effect on ammonia concentration and significantly impacts the age of air and energy consumption, while supply air temperature noticeably influences PMV. The optimal scheme features an inlet at center top position, an outlet height of 0.2 m, a supply air temperature of 12 degrees C and a ventilation rate of 20 times/h. This scheme improves ammonia concentration by 18.9%, PMV by 6.8%, and age of air by 30.0% at a height of 0.5 m, while achieving respective improvements by 18.9%, 5.5%, and 22.2% at a height of 1.5 m. The BAPV roof system generates an annual electricity output of 582.02 kWh, which covers the energy consumption of 358.1 kWh for toilet ventilation, achieving self-sufficiency. This study aims to develop a zero-carbon solution for outdoor toilets that provides a safe, comfortable, and sanitary environment.
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页数:27
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