Use of Artificial Neural Network for Modeling and Prediction of Reactive Red Dye Removal from Wastewater Using Banana Peels Bio-sorbent

Kamar, Firas Hashim; Niamat, Farrah E.; Faisal, Ayad A. H.; Mohammed, Ahmed A.; Nechifor, Aurelia Cristina; Nechifor, Gheorghe

Firas Hashim Kamar, Farrah E. Niamat, Ayad A. H. Faisal, Ahmed A. Mohammed, Aurelia Cristina Nechifor, Gheorghe Nechifor

Use of Artificial Neural Network for Modeling and Prediction of Reactive Red Dye Removal from Wastewater Using Banana Peels Bio-sorbent

Abstract:

Bio-sorption of red dye from aqueous solutions onto banana peels was investigated. Effects of initial pH, bio-sorbent dose, initial concentration, contact time, and temperature were studied and they found of 3, 0.4 g/100 mL, 50 mg/L, 100 min and 298 K respectively with removal efficiency of 93.44%. Artificial neural network was used for prediction of adsorption efficiency and its outputs showed a better fit than other traditional isotherm models. The negative values of DG° and DH° indicate that the bio-sorption of red dye was favored and exothermic. The sensitivity analysis signified that the pH was the most influential variable.

Keywords:
Dyes; biosorption; isotherms; kinetics; thermodynamic

Issue: 2018, Volume 69, Issue 8

Pages: 1919-1926

Publication date: 2018/9/15

https://doi.org/10.37358/RC.18.8.6447

Download Pdf Article

This article is published under the Creative Commons Attribution 4.0 International License

Citation Styles

Cite this article as:
KAMAR, F.H., NIAMAT, F.E., FAISAL, A.A.H., MOHAMMED, A.A., NECHIFOR, A.C., NECHIFOR, G., Use of Artificial Neural Network for Modeling and Prediction of Reactive Red Dye Removal from Wastewater Using Banana Peels Bio-sorbent, Rev. Chim., 69(8), 2018, 1919-1926.

Vancouver
Kamar FH, Niamat FE, Faisal AAH, Mohammed AA, Nechifor AC, Nechifor G. Use of Artificial Neural Network for Modeling and Prediction of Reactive Red Dye Removal from Wastewater Using Banana Peels Bio-sorbent. Rev. Chim.[internet]. 2018 Aug;69(8):1919-1926. Available from: https://doi.org/10.37358/RC.18.8.6447

APA 6th edition
Kamar, F.H., Niamat, F.E., Faisal, A.A.H., Mohammed, A.A., Nechifor, A.C. & Nechifor, G. (2018). Use of Artificial Neural Network for Modeling and Prediction of Reactive Red Dye Removal from Wastewater Using Banana Peels Bio-sorbent. Revista de Chimie, 69(8), 1919-1926. https://doi.org/10.37358/RC.18.8.6447

Harvard
Kamar, F.H., Niamat, F.E., Faisal, A.A.H., Mohammed, A.A., Nechifor, A.C., Nechifor, G. (2018). 'Use of Artificial Neural Network for Modeling and Prediction of Reactive Red Dye Removal from Wastewater Using Banana Peels Bio-sorbent', Revista de Chimie, 69(8), pp. 1919-1926. https://doi.org/10.37358/RC.18.8.6447

IEEE
F.H. Kamar, F.E. Niamat, A.A.H. Faisal, A.A. Mohammed, A.C. Nechifor, G. Nechifor, "Use of Artificial Neural Network for Modeling and Prediction of Reactive Red Dye Removal from Wastewater Using Banana Peels Bio-sorbent". Revista de Chimie, vol. 69, no. 8, pp. 1919-1926, 2018. [online]. https://doi.org/10.37358/RC.18.8.6447

Text
Firas Hashim Kamar, Farrah E. Niamat, Ayad A. H. Faisal, Ahmed A. Mohammed, Aurelia Cristina Nechifor, Gheorghe Nechifor,
Use of Artificial Neural Network for Modeling and Prediction of Reactive Red Dye Removal from Wastewater Using Banana Peels Bio-sorbent,
Revista de Chimie,
Volume 69, Issue 8,
2018,
Pages 1919-1926,
ISSN 2668-8212,
https://doi.org/10.37358/RC.18.8.6447.
(https://revistadechimie.ro/Articles.asp?ID=6447)
Keywords: Dyes; biosorption; isotherms; kinetics; thermodynamic

RIS
TY - JOUR
T1 - Use of Artificial Neural Network for Modeling and Prediction of Reactive Red Dye Removal from Wastewater Using Banana Peels Bio-sorbent
A1 - Kamar, Firas Hashim
A2 - Niamat, Farrah E.
A3 - Faisal, Ayad A. H.
A4 - Mohammed, Ahmed A.
A5 - Nechifor, Aurelia Cristina
A6 - Nechifor, Gheorghe
JF - Revista de Chimie
JO - Rev. Chim.
PB - Revista de Chimie SRL
SN - 2668-8212
Y1 - 2018
VL - 69
IS - 8
SP - 1919
EP - 1926
UR - https://doi.org/10.37358/RC.18.8.6447
KW - Dyes; biosorption; isotherms; kinetics; thermodynamic
ER -

BibTex
@article{RevCh2018P1919,
author = {Kamar Firas Hashim and Niamat Farrah E. and Faisal Ayad A. H. and Mohammed Ahmed A. and Nechifor Aurelia Cristina and Nechifor Gheorghe},
title = {Use of Artificial Neural Network for Modeling and Prediction of Reactive Red Dye Removal from Wastewater Using Banana Peels Bio-sorbent},
journal = {Revista de Chimie},
volume = {69},
number = {8},
pages = {1919-1926},
year = {2018},
issn = {2668-8212},
doi = {https://doi.org/10.37358/RC.18.8.6447},
url = {https://revistadechimie.ro/Articles.asp?ID=6447}
}

<<<< back

PUBLISHING SECTION

Author Guidelines

* Paper Drafting

* Paper Template

* Ethical Statement

* Paper Submission

Ghidul Autorului (ro)

Open Access & Archiving Policy

Search Authors

LATEST NEWS
	NUMAR OMAGIAL PETRU PONI.. detalii
	Revista de Chimie - 70 de ani de aparitie neintrerupta.. detalii
	English-Romanian Dictionary for Mechanical Engineering (download pdf)