The Caculation of the Optimal Electron Transport in MFC Based on Response Surface Method

W. Tong, Shaojun Zhang
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Abstract

Microbial fuel cell technology has a very broad development prospect in the field of marine emergency power supply, focusing on the impact of environmental factors of electron transfer of microbial fuel cell on the output voltage. Based on the BBD response surface method, the individual and interaction of environmental factors of electron transfer such as anode area, inoculation amount, GO/PANI content were investigated, and the mathematical model of output voltage was established. The results showed that the order of significance of the influencing factors was anode area > GO/PANI content > inoculation amount. In addition, there was a certain interaction among the three influencing factors, but the interaction was not significant, and the regression of the mathematical model was good. When the anode area is 4.55 cm2, the inoculation amount is 3.13% and the GO/PANI content is 0.21 mg/mL, the predicted output voltage of the microbial fuel cell reaches 822.695 mV. Four parallel experiments were used for verification. The average output voltage of the microbial fuel cell is 821.725 mV, the relative standard deviation is as low as 0.12%, indicating that the model is more accurate and reliable in optimizing the environmental conditions of MFC electron transmission and predicting the output voltage.
基于响应面法的MFC中最优电子输运计算
微生物燃料电池技术在船用应急电源领域具有非常广阔的发展前景,重点研究了微生物燃料电池电子传递环境因素对输出电压的影响。基于BBD响应面法,研究了阳极面积、接种量、氧化石墨烯/聚苯胺含量等环境因素对电子传递的影响,建立了输出电压的数学模型。结果表明:各影响因素的显著性顺序为阳极面积> GO/PANI含量>接种量。此外,三个影响因素之间存在一定的交互作用,但交互作用不显著,数学模型的回归效果较好。当阳极面积为4.55 cm2,接种量为3.13%,GO/PANI含量为0.21 mg/mL时,微生物燃料电池的预测输出电压达到822.695 mV。采用4个平行实验进行验证。微生物燃料电池的平均输出电压为821.725 mV,相对标准偏差低至0.12%,表明该模型在优化MFC电子传输环境条件和预测输出电压方面更为准确可靠。
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