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Optimized preparation of gangue waste-based geopolymer adsorbent based on improved response surface methodology for Cd(II) removal from wastewater
被引:23
作者:
Dong, Chaowei
[1
,2
]
Zhou, Nan
[1
]
Zhang, Jixiong
[1
]
Lai, Wanan
[1
]
Xu, Jianfei
[1
]
Chen, Junlin
[3
]
Yu, Runhua
[4
]
Che, Yepeng
[5
]
机构:
[1] China Univ Min & Technol, Sch Mines, Xuzhou 221116, Peoples R China
[2] China Univ Min & Technol, Artificial Intelligence Res Inst, Xuzhou 221116, Peoples R China
[3] Hebei Univ Technol, Arizona Coll Technol, Tianjin 300401, Peoples R China
[4] Jiangsu Prov Acad Environm Sci, Nanjing 210036, Peoples R China
[5] China Coal Energy Xinjiang Tianshan Coal Power Co, Beijing 831200, Xinjiang, Peoples R China
基金:
中国国家自然科学基金;
关键词:
Adsorption mechanism;
Gangue waste utilization;
Geopolymer adsorbents;
Gray wolf optimization algorithm;
Response surface method;
COAL GANGUE;
AQUEOUS-SOLUTION;
ADSORPTION;
ZEOLITE;
PB(II);
IONS;
D O I:
10.1016/j.envres.2023.115246
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
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 waste-water using pretreatment gangue (PG) as the main raw material. The ANOVA indicated that the obtained quadratic model of fitness function (R2 > 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 > Na2CO3: 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: Na2CO3:PG ratio = 1.05, calcination tem-perature of 701 degrees 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 character-ization 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 (R2 = 0.9936) and the Langmuir model (R2 = 0.9988), the adsorption was a monolayer adsorption process and the computed maximum Cd(II) adsorption (50.76 mg g-1) was approximate to experi-mental results (51.47 mg g-1). Moreover, the surface morphology of GPAC was rough and porous with a specific surface area (SSA) of 18.54 m2 g-1, 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.
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页数:16
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