Skip to main content
Log in

Hydraulic characteristics analysis of an anaerobic rotatory biological contactor (AnRBC) using tracer experiments and response surface methodology (RSM)

  • Environmental Engineering
  • Published:
Korean Journal of Chemical Engineering Aims and scope Submit manuscript

Abstract

The hydraulic characteristic of an anaerobic rotating biological contactor (AnRBC) were studied by changing two important hydraulic factors effective in the treatment performance: the hydraulic retention time (τ) and rotational disk velocity (ω). The reactor hydraulic performance was analyzed by studying hydraulic residence time distributions (RTD) obtained from tracer (Rhodamine B) experiments. The experiments were conducted based on a central composite face-centered design (CCFD) and analyzed using response surface methodology (RSM). The region of exploration for the process was taken as the area enclosed by τ (60, 90 and 120 min) and ω (0.8 and 16 rpm) boundaries. Four dependent parameters, deviation from ideal retention time (Δτ), dead volume percentage and dispersion indexes (Morrill dispersion index (MDI) and dispersion number (d)), were computed as response. The maximum modeled Δτ and dead volume percentage was 43.03 min and 37.51% at τ and ω 120 min and 0 rpm, respectively. While, the minimum predicted responses (2.57 min and 8.08%) were obtained at τ and ω 60min and 16 rpm, respectively. The interaction showed that disk rotational velocity and hydraulic retention time played an important role in MDI in the reactor. The AnRBC hydraulic regime was classified as moderate and high dispersion (d=0.09 to 0.253). As a result, in addition to the factors studied, the reactor geometry showed significant effect on the hydraulic regime.

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.

Similar content being viewed by others

References

  1. O. Levenspiel, Chemical reactor engineering, 2nd Ed., Wiley, New York (2000).

    Google Scholar 

  2. H. Fogler Scott, Elements of chemical reaction engineering, 3rd Ed., Prentice Hall PTR (2001).

  3. Metcalf & Eddy, Wastewater engineering, 4th Ed., McGraw Hill, New York (2003).

    Google Scholar 

  4. T. Yamaguch, I. M.T., Shida Suzuki, J. Process Biochem., 35, 403 (1999).

    Article  Google Scholar 

  5. F. Kargi and S. Eker, J. Enzyme Microb. Technol., 32, 464 (2003).

    Article  CAS  Google Scholar 

  6. G. D. Najafpour, A. A. L. Zinatizadeh and L. K. Lee, J. Biochem. Eng., 30, 297 (2006).

    Article  CAS  Google Scholar 

  7. H. Bode and C. Seyfried, J. Water Sci. Technol., 17, 197 (1984).

    Google Scholar 

  8. B. Newell, J. Bailey, A. Islam, L. Hopkins and P. Lant, J. Water Sci. Technol., 37, 43 (1998).

    Article  CAS  Google Scholar 

  9. S.C. Williams and J. Beresford, J. Water Sci. Technol., 38 55 (1998).

    Article  CAS  Google Scholar 

  10. L. J. Burrows, A. J. Stokes, A.D. West and C. F. Martin, J. Water Res., 33, 367 (1999).

    Article  CAS  Google Scholar 

  11. A. D. Martin, J. Chem. Eng. Sci., 55, 5907 (2000).

    Article  CAS  Google Scholar 

  12. B. H. Kornegay and J. F. Andrews, J. WPCF, 460 (1968).

  13. J. H. Clark, E.M. Moneg and T. Asano, J. WPCF, 896 (1978).

  14. Y.C. Wu and E.D. Smith, J. Environ. Eng. Div., (Proc. ASCE) 108 (1982).

  15. K. P. Hsueh, O. J. Hao and Y. C. Wu, J. WPCF, 63, 67 (1991).

    CAS  Google Scholar 

  16. G. Banerjee, J. Water Res., 31, 2500 (1997).

    Article  CAS  Google Scholar 

  17. Y. Saratha, T. Koottatep and A. Morel, J. Environ. Scien., 22, 1319 (2010).

    Article  Google Scholar 

  18. A. B. Karama, O. O. Onyejekwe, C. J. Brouckaert and C. A. Buckley, J. Water Sci. Technol., 39, 329 (1999).

    Article  Google Scholar 

  19. J. Zhang, P. M. Huck and W. B. Anderson, Optimization of a fullt scale ozone disinfection process based on computational fluid dynamics analysis, in 11th gothenburg symposium, Chemical Water and Wastewater Treatment VIII. Orlando, Florida, USA (2004).

  20. D. Bas and B. I. H. Oyaci, J. Food Eng., 78, 836 (2007).

    Article  CAS  Google Scholar 

  21. A. Akhbari, A. A. Zinatizadeh, P. Mohammadi, M. Irandoust and Y. Mansouri, J. Chem. Eng., 168, 269 (2011).

    Article  CAS  Google Scholar 

  22. L. D. Palma, C. Merli, M. Paris and E. Petrucci, J. Bioresour., (2003).

  23. A. Tawfik, A. Klapwijk, F. El-Gohary and G. Lettinga, J. Biochem. Eng., 25, 89 (2005).

    Article  CAS  Google Scholar 

  24. R. Kuehl, Design of Experiments: Statistical principles of research design and analysis, 2nd Ed., C.A: Duxbury Press (2000).

    Google Scholar 

  25. A. I. Khuri and J. A. Cornell, Response surfaces: Design and analyses, 2nd Ed., Marcel Dekker, New York (1996).

    Google Scholar 

  26. D. C. Montgomery, Design and analysis of experiments, 3rd Ed., Wiley, NewYork (1991).

    Google Scholar 

  27. R.L. Mason, R. F. Gunst and J.L. Hess, Statistical design and analysis of experiments, eighth applications to engineering and science, 2nd Ed., Wiley, New York (2003).

    Google Scholar 

  28. A. L. Ahmad, S. Ismail and S. Bhatia, J. Environ. Sci. Technol., 39, 2828 (2005).

    Article  CAS  Google Scholar 

  29. R. H. Myers and D. C. Montgomery, Response surface methodology: Process and product optimization using designed experiments, 2nd Ed., Wiley, New York (2002).

    Google Scholar 

  30. D. C. Montgomery, Design and analysis of experiments, 4th Ed., Wiley, New York (1996).

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ali Akbar Zinatizadeh.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Mansouri, Y., Zinatizadeh, A.A., Mohammadi, P. et al. Hydraulic characteristics analysis of an anaerobic rotatory biological contactor (AnRBC) using tracer experiments and response surface methodology (RSM). Korean J. Chem. Eng. 29, 891–902 (2012). https://doi.org/10.1007/s11814-011-0269-0

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11814-011-0269-0

Key words

Navigation