University of São Paulo, João Dagnone Avenue, 1100, CEP 13563-120, São Carlos, SP, Brazil.
Federal University of São Carlos, Rod Washington Luis, Km 235, 13565-905, São Carlos, SP, Brazil.
J Environ Manage. 2018 Oct 1;223:952-963. doi: 10.1016/j.jenvman.2018.07.015. Epub 2018 Jul 12.
The individual and mutual effects of substrate concentration (from 0.8 to 9.2 g/L) and pH (from 4.6 to 7.4) on hydrogen and volatile fatty acids production from sugarcane bagasse (SCB) were investigated in batch reactors, using a response surface methodology (RSM) and central composite design (CCD). The maximum of 23.10 mmoL H/L was obtained under optimized conditions of 7.0 g SCB/L and pH 7.2, at 37 °C through the acetic acid pathway (1.57 g/L). Butyric and succinic acids were the major volatile fatty acids (VFA) produced in the fermentation process (from 0.66 to 1.88 g/L and from 1.06 to 1.65 g/L, respectively). According to the results, the RSM and CCD were useful tools to achieve high hydrogen production rates using Clostridium, Bacillus and Enterobacter, identified by Illumina sequencing (16S RNAr) in the fermentative consortium, and Clostridium and Paenibacillus, autochthonous bacteria from SCB. Significant changes were observed in the microbial community according to the changes in the independent variables, since the genera in the central point condition (5.0 g SCB/L and pH 6.0) were Lactobacillus, Escherichia and Clostridium, and Bacteroides and Enterobacter, which were identified in the optimized condition (7.0 g SCB/L and pH 7.2).
采用响应面法(RSM)和中心复合设计(CCD),在间歇式反应器中研究了基质浓度(0.8 至 9.2 g/L)和 pH(4.6 至 7.4)对甘蔗渣(SCB)产氢和挥发性脂肪酸(VFA)的个体和相互影响。在 37°C 下,通过乙酸途径(1.57 g/L),在优化条件下(7.0 g SCB/L 和 pH 7.2)获得了 23.10 mmoL H/L 的最大值。在发酵过程中,丁酸和琥珀酸是主要的挥发性脂肪酸(VFA)(分别为 0.66 至 1.88 g/L 和 1.06 至 1.65 g/L)。根据结果,RSM 和 CCD 是使用鉴定为发酵菌(Clostridium、Bacillus 和 Enterobacter)的 Illumina 测序(16S rNAr)的有用工具,这些菌能够在发酵物中产生高的氢气产量,同时 Bacillus 和 Paenibacillus 是 SCB 中的本土细菌。根据自变量的变化,观察到微生物群落发生了显著变化,因为中心点条件(5.0 g SCB/L 和 pH 6.0)下的属是乳杆菌属、大肠杆菌属和梭菌属,而优化条件(7.0 g SCB/L 和 pH 7.2)下的属是拟杆菌属和肠杆菌属。