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Statistical Modelling of Temperature and Moisture Uptake of Biochars Exposed to Selected Relative Humidity of Air

机译:暴露于选定相对空气湿度下的生物炭温度和水分吸收的统计模型

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New experimental techniques, as well as modern variants on known methods, have recently been employed to investigate the fundamental reactions underlying the oxidation of biochar. The purpose of this paper was to experimentally and statistically study how the relative humidity of air, mass, and particle size of four biochars influenced the adsorption of water and the increase in temperature. A random factorial design was employed using the intuitive statistical software Xlstat. A simple linear regression model and an analysis of variance with a pairwise comparison were performed. The experimental study was carried out on the wood of Quercus pubescens , Cyclobalanopsis glauca , Trigonostemon huangmosun , and Bambusa vulgaris , and involved five relative humidity conditions (22, 43, 75, 84, and 90%), two mass samples (0.1 and 1 g), and two particle sizes (powder and piece). Two response variables including water adsorption and temperature increase were analyzed and discussed. The temperature did not increase linearly with the adsorption of water. Temperature was modeled by nine explanatory variables, while water adsorption was modeled by eight. Five variables, including factors and their interactions, were found to be common to the two models. Sample mass and relative humidity influenced the two qualitative variables, while particle size and biochar type only influenced the temperature.
机译:最近已采用新的实验技术以及已知方法的现代变体来研究生物炭氧化的基本反应。本文的目的是通过实验和统计学方法研究空气的相对湿度,质量和四种生物炭的粒径如何影响水的吸附和温度的升高。使用直观统计软件Xlstat进行随机因子设计。进行了简单的线性回归模型和具有成对比较的方差分析。本实验是在毛白栎,青冈,Trigonostemon huangmosun和Bambusa vulgaris的木材上进行的,涉及五个相对湿度条件(22、43、75、84和90%),两个质量样本(0.1和1)。 g)和两种粒径(粉末和块状)。分析和讨论了两个响应变量,包括水吸附和温度升高。温度不随水的吸附而线性增加。温度由9个解释变量建模,而水吸附由8个建模变量。发现五个变量,包括因素及其相互作用,是两个模型共有的。样品质量和相对湿度影响两个定性变量,而颗粒大小和生物炭类型仅影响温度。

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