College of Electrical Engineering, Anhui Polytechnic University, Wuhu, 241000, Anhui, P.R. China.
Sci Rep. 2019 Nov 26;9(1):17538. doi: 10.1038/s41598-019-54105-1.
In this study, preparation of Eichhornia crassipes stem biochar (ECSBC) was optimized and applied for the removal of Cd from aqueous solution. To obtain the best adsorption capacity of ECSBC, the response surface methodology (RSM) was used to optimize the preparation conditions of ECSBC (OECSBC). The interactions among heating time (X), heating temperature (X) and heating rate (X) were designed by Box-Behnken Design (BBD) experiments. The software gave seventeen runs experiment within the optimal conditions towards two response variables (removal rate and adsorption capacity for Cd). The results showed that the mathematical model could fit the experimental data very well and the significance of the influence factors followed the order as heating temperature (X) > heating rate (X) > heating time (X), and the influence of interaction term is: X and X (heating time and heating temperature) > X and X (heating temperature and heating rate) > X and X (heating time and heating rate). Based on the analysis of variance and the method of numerical expected function, the optimal conditions were heating time of 2.42 h, heating temperature of 393 °C, and heating rate of 15.56 °C/min. Under the optimum conditions, the predicted the maximum removal rate and adsorption capacity were 85.2724% and 21.168 mg/g, respectively, and the experimental value of removal rate and adsorption capacity for Cd were 80.70% and 20.175 mg/g, respectively, the deviation from the predicted value were 5.36% and 4.69%. The results confirmed that the RSM can optimize the preparation conditions of ECSBC, and the adsorption capacity of OECSB was improved.
在这项研究中,优化了凤眼蓝茎生物炭(ECSBC)的制备,并将其应用于从水溶液中去除 Cd。为了获得 ECSBC 的最佳吸附容量,采用响应面法(RSM)优化了 ECSBC(OECSB)的制备条件。通过 Box-Behnken 设计(BBD)实验设计了加热时间(X)、加热温度(X)和加热速率(X)之间的相互作用。该软件在最佳条件下给出了十七次运行实验,针对两个响应变量(Cd 的去除率和吸附容量)。结果表明,该数学模型能够很好地拟合实验数据,影响因素的显著性顺序为加热温度(X)>加热速率(X)>加热时间(X),相互作用项的影响为:X 和 X(加热时间和加热温度)>X 和 X(加热温度和加热速率)>X 和 X(加热时间和加热速率)。基于方差分析和数值期望函数法,最佳条件为加热时间 2.42 h、加热温度 393°C 和加热速率 15.56°C/min。在最佳条件下,预测的最大去除率和吸附容量分别为 85.2724%和 21.168 mg/g,Cd 的去除率和吸附容量的实验值分别为 80.70%和 20.175 mg/g,预测值的偏差分别为 5.36%和 4.69%。结果证实,RSM 可以优化 ECSBC 的制备条件,提高 OECSB 的吸附容量。