ABSTRACT
In the present investigation, adsorption of Cu2+, Ni2+ and Zn2+ ions is carried out on the surface of novel composite made up of bentonite clay and red-ocher. The study of molecular dynamics through dimensionless numbers, Nk and
proved that adsorption of Cu2+, Ni2+ and Zn2+ ions on the surface of composite was diffusion controlled. A deviation of 0.08% for Cu2+, 1.26% for Ni2+ and 0.53% for Zn2+ ions between experimental and artificial neural network model predicted values reflected that the back-propagation technique involving Levenberg-Marquardt algorithm was appropriate for the prediction of the output function. The physico-chemical characterization of composite indicated fluffy composite surface housing hydroxyl group, Si-O stretching and Si-O-Al vibration. These groups were due to aluminum-rich octahedral centers and Si-O bond stretching of silica and quartz. The X-ray diffractogram of composite depicted the presence of quartz, alumina, montmorillonite and hematite in the composite that played a significant role in adsorbing heavy metal ions. The Langmuir isotherm and pseudo-second-order kinetic model showed lower values of sum of square of residuals compared to other models. This showed that sorption of Cu2+, Ni2+ and Zn2+ ions followed monolayer coverage coupled with chemisorption mode. The composite possesses high adsorption capacity such as 61.86 mg/g for Cu2+ ions, 37.89 mg/g for Ni2+ ions and 10.48 mg/g for Zn2+ ions. The adsorption of metal ions onto composite surface was endothermic with increased randomness at the solid–liquid interface.
Abbreviations
C | = | Bulk concentration (mol/m3) |
= | Dimensionless concentration | |
Ce | = | Equilibrium concentration of metal ions (mg/L) |
Ci | = | Initial concentration of metal ions (mg/L) |
Cs | = | Sub-surface concentration of ligands (mol/m3) |
Cu2+ | = | Copper (II) ions |
D | = | Diffusion coefficient (m2/s) |
DF | = | Film diffusion coefficient (cm2/sec) |
DP | = | Pore diffusion coefficient (cm2/sec) |
= | Adsorption rate constant (mol/m s) | |
= | Desorption rate constant (mol/m s) | |
m | = | composite mass (g) |
MSE | = | Mean Square Error |
Ni2+ | = | Nickel (II) ions |
qe | = | Equilibrium uptake capacity (mg/g) |
qt | = | Uptake capacity at time ‘t’ (mg/g) |
R | = | Universal gas constant (8.314 J/mol/K) |
s | = | Spherical radial coordinates (m) |
S | = | Surface concentrations of ligands (mol/m3) |
S* | = | Dimensionless surface concentration |
Si | = | ith surface concentration of molecule (mol/m3) |
= | Maximum surface concentration (mol/m3) | |
t | = | Time (min) |
T | = | Temperature (K) |
V | = | Solution volume (L) |
Zn2+ | = | Zinc (II) ions |
ΔG | = | Gibbs free energy change (J/mol) |
ΔH | = | Change in enthalpy (kJ/mol) |
ΔS | = | Change in entropy (J/mol K) |
ϕb | = | Adsorption flux (mol/m2 s) |
ϕd | = | Desorption flux (mol/m2 s) |
ς | = | dimensionless distance |
= | dimensionless time |