School of Mines, China University of Mining and Technology, Xuzhou, 221116, China; Artificial Intelligence Research Institute, China University of Mining and Technology, Xuzhou, 221116, China.
School of Mines, China University of Mining and Technology, Xuzhou, 221116, China.
Environ Res. 2023 Mar 15;221:115246. doi: 10.1016/j.envres.2023.115246. Epub 2023 Jan 16.
Resource utilization of gangue solid waste has become an essential research direction for green development. This study prepared a novel gangue based geopolymer adsorbent (GPA) for the removal of Cd(II) from wastewater using pretreatment gangue (PG) as the main raw material. The ANOVA indicated that the obtained quadratic model of fitness function (R > 0.99, P-value <0.0001) was significant and adequate, and the contribution of the three preparation conditions to the removal of Cd(II) was: calcination temperature > NaCO:PG ratio > water-glass solid content. The hybrid response surface method and gray wolf optimization (RSM-GWO) algorithm were adopted to acquire the optimum conditions: NaCO:PG ratio = 1.05, calcination temperature of 701 °C, solid content of water glass of 22.42%, and the removal efficiency of Cd(II) by GPA obtained under the optimized conditions (GPAC) was 97.84%. Adsorption kinetics, adsorption isotherms and characterization by XRD, FTIR, Zeta potential, FSEM-EDS and BET were utilized to investigate the adsorption mechanism of GPAC on Cd(II). The results showed that the adsorption of Cd(II) from GPAC was consistent with the pseudo-second-order model (R = 0.9936) and the Langmuir model (R = 0.9988), the adsorption was a monolayer adsorption process and the computed maximum Cd(II) adsorption (50.76 mg g) was approximate to experimental results (51.47 mg g). Moreover, the surface morphology of GPAC was rough and porous with a specific surface area (SSA) of 18.54 m g, which provided abundant active sites, and the internal kaolinite was destroyed to produce a zeolite-like structure where surface complexation and ion exchange with Cd(II) through hydroxyl (-OH) and oxygen-containing groups (-SiOH and -AlOH) were the main adsorption mechanisms. Thus, GPAC is a lucrative adsorbent material for effective Cd(II) wastewater treatment, complying with the "high value-added" usage of solid wastes and "waste to cure poison" green sustainable development direction.
煤矸石固废的资源化利用已成为绿色发展的重要研究方向。本研究以预处理煤矸石(PG)为主要原料,制备了一种新型煤矸石基地质聚合物吸附剂(GPA),用于去除废水中的 Cd(II)。方差分析表明,拟合函数的二次模型(R>0.99,P 值<0.0001)具有显著意义,且三个制备条件对 Cd(II)去除的贡献为:煅烧温度>NaCO:PG 比>水玻璃固含量。采用混合响应面法和灰狼优化算法(RSM-GWO)获取最佳条件:NaCO:PG 比=1.05、煅烧温度 701°C、水玻璃固含量 22.42%,在此优化条件下 GPA 对 Cd(II)的去除效率(GPAC)为 97.84%。采用吸附动力学、吸附等温线以及 XRD、FTIR、Zeta 电位、FSEM-EDS 和 BET 等表征方法研究了 GPAC 对 Cd(II)的吸附机理。结果表明,GPAC 对 Cd(II)的吸附符合准二级动力学模型(R=0.9936)和 Langmuir 模型(R=0.9988),吸附是单层吸附过程,计算的最大 Cd(II)吸附量(50.76mg g)接近实验结果(51.47mg g)。此外,GPAC 的表面形貌粗糙多孔,比表面积(SSA)为 18.54m² g,提供了丰富的活性位点,内部高岭石被破坏生成沸石状结构,通过羟基(-OH)和含氧基团(-SiOH 和 -AlOH)与 Cd(II)发生表面络合和离子交换是主要的吸附机制。因此,GPAC 是一种很有前途的吸附剂材料,可有效处理含 Cd(II)废水,符合固废“高值化”利用和“以废治污”绿色可持续发展方向。