box-wilson实验设计矩阵在沼气生产中的应用:响应面法。

F. Okwunodulu, A. E. Umoh, S. M. Ufearoh
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引用次数: 0

摘要

沼气是一种可再生能源,由有机物质(主要是废物)由混合细菌厌氧使用沼气池作为生物反应器产生的气体组成。它可以燃烧来产生热量、电力或用作汽车燃料。剩余物(消化物)可用作肥料。根据Box-Wilson(1951)实验设计矩阵设计的pH值和停留时间,以废生物质(山药皮、马铃薯皮、大蕉皮、西瓜皮、白菜皮、面包果皮、瓜皮和牛粪)为原料,K=3为自变量,优化反应器温度和沼气产率。这三个变量是不同的,每一个都有五个等距的水平;进料体积(6,8,10,12和14)升;pH值(2、4、6、8、10)和滞留时间(7、14、21、28、35)d。原料在当地制造的沼气池内发酵最多35天。使用MINITAB(11.21版本)对共21次实验运行进行响应面数据分析。采用中心复合可旋转响应面设计(CCRRSD)模型,研究了三个变量对反应器产气量和温度的线性、二次和叉积影响。利用MATLAB (version R2007b)绘制六维响应面轮廓图,可视化工艺变量对响应的影响。结果表明,在原料体积、pH和停留时间分别为10、6和35的不同组合下,沼气产量最高(4。42升),温度(33摄氏度即中温)。在温度(28℃)下,在原料体积、pH值和保留时间分别为10、6、7的不同组合下,均可获得最小沼气产量(0.95升)。回归系数和方差分析也显示pH与反应器温度呈显著负线性相关(P < 0.05),停留时间与反应器温度呈显著正相关(P < 0.05)。3个变量对产气量有正线性交互作用,对原料与ph的交互作用有负交互作用。所得到的反应器温度和产气量的决定系数分别为62.03%和64.93%,R值分别为0.79和0.81,因此该模型具有较好的拟合性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
UTILIZATION OF BOX-WILSON EXPERIMENTAL DESIGN MATRIX IN BIOGAS PRODUCTION: A RESPONSE SURFACE APPROACH.
Biogas is a renewable energy comprising mixture of gases produced from organic matter, mostly waste, by mixture of bacteria anaerobically using a digester as a bioreactor. It can be burnt to generate heat, electricity or be used as vehicle fuel. The residual (digestate) can be used as fertilizer. This study was carried out to optimize the temperature of the reactor and biogas yield from three independent variables (K=3) namely waste biomass (yam peel, potato peel, unripe plantain peel, watermelon waste, cabbage waste, bread fruit husk, melon husk and cow dung) as feed stock, pH and retention time designed according to Box-Wilson (1951) experimental design matrix. The three variables were varied, each into five equal spaced levels; feedstock volume (6, 8, 10, 12 and 14) litres; pH (2, 4, 6, 8, 10) and retention time (7, 14, 21, 28, 35) days. The feedstock was fermented inside locally fabricated biodigester for maximum of 35 days. A total of 21 experimental runs were generated and subjected to response surface data analysis using MINITAB (version 11.21). A Central Composite Rotatable Response Surface Design (CCRRSD) model was employed to study the linear, quadratic, and cross product effects of the three variables on the biogas yield and temperature of the reactor. Six-dimensional response surface contour figures were plotted to visualize the effects of process variables on the responses with MATLAB (version R2007b). Results revealed that at variable combinations of 10, 6 and 35 respectively for feedstock volume, pH and retention time, there was maximum biogas yield (4. 42 litres) at temperature (33oC i.e mesophilic temperature). Minimum values of biogas yield (0.95 litres) at temperature (28oC) were equally obtained at variable combinations of 10, 6, 7 respectively for volume of feedstock, pH and retention time. Regression coefficient and ANOVA analysis also revealed significant (P < 0.05) negative linear correlation of pH on the temperature of the reactor and positive correlation of retention time on temperature of the reactor quadratically. The three variables have positive linear and interactive effect on the volume of biogas yield with negative effect on the interaction of feedstock and pH. Coefficient of determination was given as 62.03% and 64.93% with R values of 0.79 and 0.81 for the temperature reactor and volume of the biogas obtained respectively hence the model gave good fit for such optimization.  
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