SJIF(2020): 5.702

International Journal of Advanced Research and Publications

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Modeling Of Adsorption Process In Wastewater Treatment Using Artificial Neural Network

Volume 2 - Issue 3, March 2018 Edition
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Mansoor Kazemimoghadam
activated carbon, adsorption, organic solvent, wastewater treatment, Artificial Neural Network
Activated carbon is a common and popular adsorbent that has been extensively used in separation and purification processes due to its high adsorption capacity and high surface area. The adsorption of organic components on a commercial activated carbon sample has been investigated experimentally in order to get more information about the application of activated carbons for treatment of organics wastewater. The effect of adsorption time, initial concentration of pollutant and weight of adsorbent on organic solvent adsorption in wastewater is investigated. The results of tests showed that the activated carbon was very effective in removing organic solvent from organic solution. In addition, experimental results were analyzed using Artificial Neural Network modeling.
[1] Schmidt, E. W. “Hydrazine And Derivatives, Preparation Properties Applications”, John Wily and Sons. Inc, New York, N.Y., p101, 2001.

[2] YiyingZhu, PraveenKolar, Investigation of adsorption of p-cresol on coconut shell-derived activated carbon , Journal of the Taiwan Institute of Chemical Engineers, Vol. 68, 2016, P 138-146.

[3] Fareeda Hayeeye, Memoon Sattar, Watchanida Chinpa, Orawan Sirichote, Kinetics and thermodynamics of Rhodamine B adsorption by gelatin/activated carbon composite beads, Colloids and Surfaces A: Physicochemical and Engineering Aspects Vol. 513, 2017, P. 259-266.

[4] Tawfik A.Saleh, Ahmet Sarı, Mustafa Tuzen, Optimization of parameters with experimental design for the adsorption of mercury using polyethylenimine modified-activated carbon, Journal of Environmental Chemical Engineering Vol. 5, Issue 1, 2017, P. 1079-1088.

[5] Dabrowski, “Adsorption From Theory to Practice”, Advances in Colloid and Interface Science, v93, p 135-224, 2001.

[6] Mojtaba Hedayati MarzbaliMohamad Esmaieli, Fixed bed adsorption of tetracycline on a mesoporous activated carbon: Experimental study and neuro-fuzzy modeling, Journal of Applied Research and Technology Vol. 15, Issue 5, 2017, P. 454-463.
[7] Qiang Tong Weijun Shan Zhiqiang Xing, Arsenic transformation and adsorption by iron hydroxide/manganese dioxide doped straw activated carbon, Applied Surface Science Vol. 416, 2017, P. 618-627.
[8] Xiaoyuan Zhang Ping Gu Xiaoyuan Li, Efficient adsorption of radioactive iodide ion from simulated wastewater by nano Cu2O/Cu modified activated carbon, Chemical Engineering Journal, Vol. 322, 2017, P. 129-139.

[9] Sabio, E., Zamora, F., Ganan, J., Gonzalez-Garcia, C.M. and Gonzalez, J.F. “Adsorption of P-nitro phenol on Activated Carbon Fixed-Bed”, Water Research, Vol 40, pp 3053-3060, 2006.

[10] Chandra, Thio Christine. et al. “Adsorption of Basic Dye onto Activated Carbon Prepared from Durian Shell: Studies of Adsorption Equilibrium and Kinetics.” Chemical Engineering Journal. Vol. 126, pp. 121-129, 2006.

[11] Vasanth Kumar, K. and Sivanesan, S. “ Equilibrium Data, Isotherm Parameters and Process Design for Partial and Complete Isotherm of Methylene Blue onto Activated Carbon.” Journal of Hazardous Materials. B134, pp. 237- 244, 2006.

[12] Kyuya Nakagawa , Akio Namba , Shin R. Mukai , Hajime Tamon , Pisit Ariyadejwanich, Wiwut Tanthapanichakoon , “Adsorption of phenol and reactive dye from aqueous solution on activated carbons derived from solid wastes”, Water Research , 38 , 1791–1798, 2004.