Artificial neural network modelling of amido black dye sorption on iron composite nano material: Kinetics and thermodynamics studies

被引:181
|
作者
Ali, Imran [1 ,5 ]
Alharbi, Omar M. L. [2 ]
Alothman, Zeid A. [3 ]
Badjah, Ahmad Yacine [3 ]
Alwarthan, Abdulrahman [3 ]
Basheer, Al Arsh [4 ]
机构
[1] Taibah Univ, Dept Chem, Coll Sci, Al Medinah Al Munawara 41477, Saudi Arabia
[2] Taibah Univ, Biol Dept, Fac Sci, Al Medina Al Munawara 41477, Saudi Arabia
[3] King Saud Univ, Dept Chem, Coll Sci, Riyadh 11451, Saudi Arabia
[4] SUNY Buffalo, Buffalo, NY 14260 USA
[5] Cent Univ, Jamia Millia Islamia, Dept Chem, New Delhi, India
关键词
Adsorption; Amido black dye; Kinetics; Artificial neural network; Thermodynamics; Modelling; GREEN SYNTHESIS; DRUG RESIDUE; REMOVAL; ADSORPTION; ADSORBENT; WATER; HERBICIDE; PARTICLES; MECHANISM;
D O I
10.1016/j.molliq.2017.11.163
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
The sorption of amido black dye in water on iron composite nano material is defined in batch process optimizing starting amido black amount, agitation time, pH, nano martial dose, and temp. The sorption results complied with Langmuir, Freundlich, Temkin and Dubinin-Radushkevich facsimilia. The proposed iron composite nano material were suitable for the sorption of amido black in water with determined 88%. The uptake was impulsive and exothermic. The adjusted batch limits were initial concentration 100 mu g/L; agitation time 25 min, pH 7.0, dose 1.0 g/L and 25 degrees C temperature. The thermodynamic parameters like Delta G degrees, Delta H degrees and Delta S degrees were -8.14, -8.10 and -8.02 kJ/mol at 20, 25 and 30 degrees C temps; -4.32 kJ/mol and -9.30 x 10(-3) kJ/mol K. The pseudo-first-order and liquid-film-diffusion mechanistic of the sorption were projected. The proposed sorption process was quick, ecological responsive and low-priced as may be utilized in normal water conditions. The artificial neural network modelling confirmed the applicability of the developed method. The method was competent to grind at normal water assets pHs with low sorbent amount and agitate time. The sorption process may be practical for the elimination of amido black dye from some water assets at large and low-priced scale. (C) 2017 Elsevier B.V. All rights reserved.
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页码:1 / 8
页数:8
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