Local and global sensitivity analysis of a coupled heat and moisture transfers model: effect of the variability of cob material properties

IF 1.7 4区 工程技术 Q3 MECHANICS Heat and Mass Transfer Pub Date : 2023-09-09 DOI:10.1007/s00231-023-03409-0
Junior Tchiotsop, Stéphanie Bonnet, Tristan Senga Kiessé, Nabil Issaadi, Philippe Poullain
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Abstract

Among earthen construction techniques, cob might be an interesting solution to mitigate greenhouse gases emissions and energy consumption of the building industry. One main issue encountered is that the cob material shows large variability of hygrothermal properties, which could consequently have an impact on the reliability of the estimation of the energy consumption of cob buildings. At the wall scale, the hygrothermal properties significantly influence the kinetics of moisture and heat transfers through the building shell, both being coupled. In order to measure the relative contribution of the variation of the hygrothermal properties, a sensitivity analysis of a coupled heat and moisture transfer model has been carried out on a cob wall. More specifically, a local sensitivity analysis has been performed (one model input wobbles around a reference value) and compared with a global sensitivity analysis, which may provide the potential interaction between model inputs. For the latter approach, the Morris method was used and allows to find the influence level of material properties and the relationships with model outputs. Two study cases have been performed: a static loading case, to find temperature and water vapour pressure profiles across the cob wall until the steady state and a dynamic loading case under a 2.5 years external dynamic loading (St-Nazaire meteorological data, France). As main results, the global approach showed in general a higher variability of properties, the sorption isotherms and the water vapour permeability were the most influential input parameters on humidity profiles while on temperature ones, the variability of both properties led up to 0.25 °C variation range. The influence of thermal properties was very sensitive to the daily-loading variation while that of the hygric properties was very sensitive to the seasonal-loading variation.

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热湿耦合传递模型的局部和全局敏感性分析:芯材性能变异性的影响
在土质建筑技术中,cob可能是一个有趣的解决方案,可以减少温室气体排放和建筑行业的能源消耗。遇到的一个主要问题是,芯材材料的湿热性能表现出很大的可变性,这可能因此影响芯材建筑能源消耗估计的可靠性。在墙体尺度上,湿热特性显著影响通过建筑外壳的水分和热量传递动力学,两者是耦合的。为了测量湿热特性变化的相对贡献,在棒材壁上进行了热湿耦合传递模型的敏感性分析。更具体地说,进行了局部敏感性分析(一个模型输入在参考值周围摆动),并与全局敏感性分析进行了比较,后者可能提供模型输入之间的潜在交互作用。对于后一种方法,使用了Morris方法,可以找到材料属性的影响程度以及与模型输出的关系。已经进行了两个研究案例:一个是静态加载案例,以找到在稳定状态之前穿过穗轴壁的温度和水蒸气压力分布;另一个是动态加载案例,在2.5年的外部动态加载下(法国圣纳泽尔气象数据)。主要结果表明,总体方法表现出较高的性质变异性,吸附等温线和水蒸气渗透率是对湿度剖面影响最大的输入参数,而在温度剖面上,这两个性质的变异性导致了0.25°C的变化范围。热性能的影响对日负荷变化非常敏感,而水性能的影响对季节负荷变化非常敏感。
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来源期刊
Heat and Mass Transfer
Heat and Mass Transfer 工程技术-力学
CiteScore
4.80
自引率
4.50%
发文量
148
审稿时长
8.0 months
期刊介绍: This journal serves the circulation of new developments in the field of basic research of heat and mass transfer phenomena, as well as related material properties and their measurements. Thereby applications to engineering problems are promoted. The journal is the traditional "Wärme- und Stoffübertragung" which was changed to "Heat and Mass Transfer" back in 1995.
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