Synthesis of nano-silica-coated biochar from thermal conversion of sawdust and its application for Cr removal: kinetic modelling using linear and nonlinear method and modelling using artificial neural network analysis

被引:19
|
作者
Chakraborty, Vijoyeta [1 ]
Das, Papita [2 ,3 ]
机构
[1] Jadavpur Univ, Sch Water Resources Engn, Kolkata, India
[2] Jadavpur Univ, Dept Chem Engn, Kolkata, India
[3] Jadavpur Univ, Sch Adv Studies Ind Pollut Control Engn, Kolkata, India
关键词
Hexavalent chromium; Nanocomposite; Kinetics study; Linear modelling; Nonlinear modelling; ANN modelling; HEXAVALENT CHROMIUM REMOVAL; AQUEOUS-SOLUTION; METHYLENE-BLUE; NATURAL DYE; WASTE-WATER; ADSORPTION; OPTIMIZATION; BIOSORPTION; PARAMETERS; SORPTION;
D O I
10.1007/s13399-020-01024-1
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this study, sawdust-based nanocomposite was synthesized from sawdust biochar and surface coating of the biochar was done using silica nanoparticles. Removal of hexavalent chromium (Cr(VI)) was studied using the synthesized nanocomposite. The adsorption capacity of the coated biochar was found as 88.2 mg/g for chromium removal. The mechanism of adsorption process was estimated using both adsorption isotherm and kinetic models. The pseudo-second-order kinetic model was capable of showing the possible mechanism behind the adsorption process. Linear and nonlinear pseudo-second-order model was analysed and the result was compared and error analysis of this study with experimental results was done using correlation coefficient (r(2)) and chi-square (chi(2)) test. With higher r(2)and low chi(2)value 0.999 and 0.2947, respectively, the nonlinear form of pseudo-second-order kinetic model was able to describe the adsorption process more successfully than the linear form. Category 1 of the linear form was a good approximation with nonlinear analysis. The ANN model was also developed and the model was validated with the experimental study.
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页码:821 / 831
页数:11
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