Skip to main content
Log in

Removal of Chromium by Coagulation-Dissolved Air Flotation System Using Ferric Chloride and Poly Aluminum Chloride (PAC) as Coagulants

  • Published:
Water, Air, & Soil Pollution Aims and scope Submit manuscript

Abstract

In this study, dissolved air flotation (DAF) was examined as a possible treatment method for the removal of chromium from aqueous solution and plating wastewater. Two coagulants, ferric chloride and poly aluminum chloride (PAC), were used for pretreatment of wastewater. Maximum removal of chromium was achieved for poly aluminum chloride (98 %). Artificial neural network was used for the prediction of the DAF system. The best neuron used for the prediction of chromium removal percentage of interpolated wastewater was 6 %. The mean score error and the coefficient correlation were 0.0007542 and 0.997, respectively.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Cybenko, G. (1992). Approximation by superpositions of a sigmoidal function. Mathematics of Control, Signals, and Systems MCSS, 5(4), 455–455.

    Article  Google Scholar 

  • De Nardi, I., Fuzi, T., & Del Nery, V. (2008). Performance evaluation and operating strategies of dissolved-air flotation system treating poultry slaughterhouse wastewater. Resources, Conservation and Recycling, 52(3), 533–544.

    Article  Google Scholar 

  • El-Gohary, F., Tawfik, A., & Mahmoud, U. (2010). Comparative study between chemical coagulation/precipitation (C/P) versus coagulation/dissolved air flotation (C/DAF) for pre-treatment of personal care products (PCPs) wastewater. Desalination, 252(1), 106–112.

    Article  CAS  Google Scholar 

  • Féris, L. A. (2003). Processo FPS, inovação na remoção de metais pesados em águas poluídas usando rejeitos de carvão e flotação. CNPq: XIX Prémio Jovem Cientista. Brasília.

    Google Scholar 

  • Fu, F., & Wang, Q. (2011). Removal of heavy metal ions from wastewaters: a review. Journal of Environmental Management, 92(3), 407–418.

    Article  CAS  Google Scholar 

  • Jorjani, E., Chehreh Chelgani, S., & Mesroghli, S. (2007). Prediction of microbial desulfurization of coal using artificial neural networks. Minerals Engineering, 20(14), 1285–1292.

    Article  CAS  Google Scholar 

  • Krofta, M., Herath, B., Burgess, D., & Lampman, L. (1995). An attempt to understand dissolved air flotation using multivariate data analysis. Water Science and Technology, 31(3), 191–201.

    Article  Google Scholar 

  • Kurama, H., Karagüzel, C., Mergan, T., & Çelik, M. (2010). Ammonium removal from aqueous solutions by dissolved air flotation in the presence of zeolite carrier. Desalination, 253(1), 147–152.

    Article  CAS  Google Scholar 

  • Lazaridis, N., Matis, K., Stalidis, G., & Mavros, P. (1992). Dissolved-air flotation of metal ions. Separation Science and Technology, 27(13), 1743–1758.

    Article  CAS  Google Scholar 

  • Lundh, M., Jönsson, L., & Dahlquist, J. (2000). Experimental studies of the fluid dynamics in the separation zone in dissolved air flotation. Water Research, 34(1), 21–30.

    Article  CAS  Google Scholar 

  • Matis, K., & Lazaridis, N. (2002). Flotation techniques in water technology for metals recovery: dispersed-air vs. dissolved-air flotation. Journal of Mining and Metallurgy A: Mining, 38(1–4), 1–27.

    CAS  Google Scholar 

  • Meyssami, B., & Kasaeian, A. (2005). Use of coagulants in treatment of olive oil wastewater model solutions by induced air flotation. Bioresource Technology, 96(3), 303–307.

    Article  CAS  Google Scholar 

  • Mjalli, F. S., Al-Asheh, S., & Alfadala, H. (2007). Use of artificial neural network black-box modeling for the prediction of wastewater treatment plants performance. Journal of Environmental Management, 83(3), 329–338.

    Article  CAS  Google Scholar 

  • Mohanty, S. (2005). Estimation of vapour liquid equilibria of binary systems, carbon dioxide-ethyl caproate, ethyl caprylate and ethyl caprate using artificial neural networks. Fluid Phase Equilibria, 235(1), 92–98.

    Article  CAS  Google Scholar 

  • Moosai, R., & Dawe, R. A. (2003). Gas attachment of oil droplets for gas flotation for oily wastewater cleanup. Separation and Purification Technology, 33(3), 303–314.

    Article  CAS  Google Scholar 

  • Movagharnejad, K., & Nikzad, M. (2007). Modeling of tomato drying using artificial neural network. Computers and Electronics in Agriculture, 59(1–2), 78–85.

    Article  Google Scholar 

  • Sha, W., & Edwards, K. (2007). The use of artificial neural networks in materials science based research. Materials & Design, 28(6), 1747–1752.

    Article  CAS  Google Scholar 

  • Tsai, J.-C., Kumar, M., Chen, S.-Y., & Lin, J.-G. (2007). Nano-bubble flotation technology with coagulation process for the cost-effective treatment of chemical mechanical polishing wastewater. Separation and Purification Technology, 58(1), 61–67.

    Article  CAS  Google Scholar 

  • Vanthuyne, M., Maes, A., & Cauwenberg, P. (2003). The use of flotation techniques in the remediation of heavy metal contaminated sediments and soils: an overview of controlling factors. Minerals Engineering, 16(11), 1131–1141.

    Article  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Akbar Esmaeili.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Esmaeili, A., Hejazi, E. & Hassani, A.H. Removal of Chromium by Coagulation-Dissolved Air Flotation System Using Ferric Chloride and Poly Aluminum Chloride (PAC) as Coagulants. Water Air Soil Pollut 225, 2140 (2014). https://doi.org/10.1007/s11270-014-2140-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11270-014-2140-5

Keywords

Navigation