Enhanced anaerobic digestion of swine manure via a coupled microbial electrolysis cell

被引:19
|
作者
Zou, Lifei [1 ,2 ,3 ]
Wang, Changmei [1 ,3 ,4 ]
Zhao, Xingling [1 ,3 ,4 ]
Wu, Kai [1 ,3 ,4 ]
Liang, Chengyue [1 ,3 ]
Yin, Fang [1 ,3 ,4 ]
Yang, Bin [1 ,3 ]
Liu, Jing [1 ,3 ]
Yang, Hong [1 ,3 ]
Zhang, Wudi [1 ,3 ,4 ]
机构
[1] Yunnan Normal Univ, Kunming 650500, Yunnan, Peoples R China
[2] Xingyi Normal Univ Nationalities, Xingyi 562400, Peoples R China
[3] Yunnan Res Ctr Biogas Technol & Engn, Kunming 650500, Yunnan, Peoples R China
[4] Jilin Dongsheng Inst Biomass Energy Engn, Tonghua 134118, Peoples R China
关键词
Microbial electrolysis cell; Anaerobic digestion; Swine manure; Kinetic models; Back-propagation artificial neural network; METHANE PRODUCTION; BIOGAS PRODUCTION; GENERATION; RETENTION; BIOMASS; SLUDGE; WASTE;
D O I
10.1016/j.biortech.2021.125619
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Microbial electrolysis cell coupled anaerobic digestion (MEC-AD) is a new technology in energy recovery and waste treatment, which could be used to recycle swine manure. Here, different applied voltage effects were studied using MEC-AD with swine manure as a substrate. The maximum cumulative biogas and methane yields, both occurring with 0.9 V, were 547.3 mL/g total solid (TS) and 347.7 mL/g TS, respectively. The increased energy can counterbalance the electrical input. First order, logistic, gompertz, and back-propagation artificial neural network (BP-ANN) models were used to study cumulative biogas and methane yields. The BP-ANN model was superior to the other three models. The maximum degradation rate of hemicellulose, cellulose, and lignin was 60.97%, 48.59%, and 31.59% at 0.9 V, respectively. The BP-ANN model establishes a model for cumulative biogas and methane yields using MEC-AD. Thus, MEC-AD enhanced biogas and methane production and accelerated substrate degradation at a suitable voltage.
引用
收藏
页数:10
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