Center for Water Resources Cycle Research, Korea Institute of Science and Technology, 5 Hwarang-ro 14-gil, Seongbuk-gu, Seoul 02792, South Korea.
Civil and Environmental Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, South Korea.
Bioresour Technol. 2016 Aug;214:548-557. doi: 10.1016/j.biortech.2016.05.005. Epub 2016 May 6.
The preparation conditions of electro-modification (current density) and pyrolysis (pyrolysis temperature and heating rate) processes were simultaneously optimized using response surface methodology with the quadratic regression model associated with Box-Behnken design. By numerical optimization, the phosphate adsorption capacity of 245.06mg/g was achieved, corresponding to 99.9% of the predicted values under statistically optimized conditions (current density: 38.78mA/cm(2), pyrolysis temperature: 584.1°C, heating rate: 6.91°C/min). By considering R(2) and three error functions values, the experimental results of adsorption kinetics, and the equilibrium isotherms at different temperatures (10-30°C) showed that predictive pseudo-second-order and Sips isotherm models could adequately interpret the phosphate adsorption process for 'statistically optimized electrically modified'-biochar (SOEM-biochar). The maximum phosphate adsorption capacities of SOEM-biochar were found to be 273.9, 345.1, and 460.3mg/g at 10, 20, and 30°C, respectively, which are higher than that of other adsorbents reported in the literature.
采用响应面法(二次回归模型)和 Box-Behnken 设计,对电改性(电流密度)和热解(热解温度和升温速率)过程的制备条件进行了同步优化。通过数值优化,在统计学优化条件下(电流密度:38.78mA/cm(2)、热解温度:584.1°C、升温速率:6.91°C/min),实现了 245.06mg/g 的磷酸盐吸附容量,达到了预测值的 99.9%。通过考虑 R(2)和三个误差函数值、吸附动力学的实验结果以及不同温度(10-30°C)下的平衡等温线,表明预测的伪二阶和 Sips 等温模型可以充分解释磷酸盐在“统计学优化电改性”生物炭(SOEM-生物炭)上的吸附过程。在 10、20 和 30°C 下,SOEM-生物炭的最大磷酸盐吸附容量分别为 273.9、345.1 和 460.3mg/g,高于文献中报道的其他吸附剂。