Skip to main content
Log in

Box-Behnken design-based biodiesel wastewater treatment using sequential acid cracking and electrochemical peroxidation process: Focus on COD, oil-grease and volatile fatty acids removals

  • Polymer, Industrial Chemistry
  • Published:
Korean Journal of Chemical Engineering Aims and scope Submit manuscript

Abstract

The treatability of biodiesel wastewater by the electrochemical peroxidation process following acidification pretreatment was investigated. Box-Behnken design, one of the experimental designs of response surface methodology, was applied to optimize the process parameters for chemical oxygen demand (COD), oil-grease, and volatile fatty acids (VFAs) removal from biodiesel wastewater. The process parameters, i.e., applied current, H2O2/COD ratio, and reaction time, were optimized and the total cost of the process was determined. After the acidification process as a pretreatment, the COD, oil-grease, and VFAs removal efficiencies were 25.4%, 68.7%, and 50%, respectively Optimum conditions determined by the developed model for maximum oil-grease removal (98.2%) were applied: current 1.0 A, H2O2/COD ratio 0.4, and reaction time 32.8 minutes. This devised Box-Behnken model predicted removal efficiencies of 45.5%, 98.2%, and 49.5% for COD, oil-grease, and VFAs, respectively. The total cost of the process determined by the model and obtained from the validation experiments was 2.03 €/m3 and 1.97 €/m3, respectively. The results of the study showed that the applied process was efficient in pollutant removal from acidified biodiesel wastewater and the Box-Behnken design can be applied to explain the mechanism of the process and optimize the process parameters.

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. U. Biermann, U. Bornscheuer, M. A. R. Meier, J. O. Metzger and H. J. Schäfer, Angew. Chem. — Int. Ed., 50, 3854 (2011).

    Article  CAS  Google Scholar 

  2. B. Bharathiraja, D. Yogendran, R. R. Kumar, M. Chakravarthy and S. Palani, Int. J. ChemTech Res., 6, 4417 (2014).

    CAS  Google Scholar 

  3. M. N. Siddiquee and S. Rohani, Renew. Sustain. Energy Rev., 15, 1067 (2011).

    Article  CAS  Google Scholar 

  4. N. M. Daud, S. R. S. Abdullah, H. A. Hasan and Z. Yaakob, Process Saf. Environ. Prot., 94, 487 (2015).

    Article  CAS  Google Scholar 

  5. K. Ngamlerdpokin, S. Kumjadpai, P. Chatanon, U. Tungmanee, S. Chuenchuanchom, P. Jaruwat, P. Lertsathitphongs and M. Hunsom, J. Environ. Manage., 92, 2454 (2011).

    Article  CAS  PubMed  Google Scholar 

  6. I. M. Atadashi, M. K. Aroua, A. R. Abdul Aziz and N. M. N. Sulaiman, J. Membr. Sci., 421–422, 154 (2012).

    Article  CAS  Google Scholar 

  7. M. Berrios and R. L. Skelton, Chem. Eng. J., 144, 459 (2008).

    Article  CAS  Google Scholar 

  8. I. M. Atadashi, M. K. Aroua and A. A. Aziz, Renew. Energy, 36, 437 (2011).

    Article  CAS  Google Scholar 

  9. D. Y. C. Leung, X. Wu and M. K. H. Leung, Appl. Energy, 87, 1083 (2010).

    Article  CAS  Google Scholar 

  10. A. Srirangsan, M. Ongwandee and O. Chavalparit, Environ. Asia, 2, 15 (2009).

    Google Scholar 

  11. P. Jaruwat, S. Kongjao and M. Hunsom, Energy Convers. Manag., 51, 531 (2010).

    Article  CAS  Google Scholar 

  12. K. I. Suehara, Y. Kawamoto, E. Fujii, J. Kohda, Y. Nakano and T. Yano, J. Biosci. Bioeng., 100, 437 (2005).

    Article  CAS  PubMed  Google Scholar 

  13. V. B. Veljkovic, O. S. Stamenković and M. B. Tasić, Renew. Sustain. Energy Rev., 32, 40 (2014).

    Article  CAS  Google Scholar 

  14. C. Rattanapan, A. Sawain, T. Suksaroj and C. Suksaroj, Desalination, 280(1–3), 370 (2011).

    Article  CAS  Google Scholar 

  15. A. Sawin, W. Taweepreda, U. Puetpaiboon and C. Suksaroj, Thai. J. Environ. Eng., 24, 57 (2010).

    Google Scholar 

  16. S. Kumjadpai, K. Ngamlerdpokin, P. Chatanon, P. Lertsathitphongs and M. Hunsom, Can. J. Chem. Eng., 89, 369 (2011).

    Article  CAS  Google Scholar 

  17. C. Phalakornkulea, J. Mangmeemak, K. Intrachod and B. Nuntakumjorn, ScienceAsia, 36, 142 (2010).

    Article  CAS  Google Scholar 

  18. F. Ghanbari, Q. Wang, A. Hassani, S. Wacławek, J. Rodríguez-Chueca and K.-Y. A. Lin, Chemosphere, 279, 30610 (2021).

    Article  CAS  Google Scholar 

  19. A. Özcan, Doctoral thesis, Anadolu University — Turkey (2010).

    Google Scholar 

  20. C. Barrera-Díaz, F. Ureña-Nuñez, E. Campos, M. Palomar-Pardave and M. Romero-Romo, Radiat. Phys. Chem., 67, 657 (2003).

    Article  CAS  Google Scholar 

  21. E. Brillas, I. Sirés and M. A. Oturan, Chem. Rev., 109, 6570 (2009).

    Article  CAS  PubMed  Google Scholar 

  22. S. Mohajeri, H. A. Aziz, M. H. Isa, M. A. Zahed and M. N. Adlan, J. Hazard. Mater., 176, 749 (2010).

    Article  CAS  PubMed  Google Scholar 

  23. E. Fockedey and A. Van Lierde, Water Res., 36, 4169 (2002).

    Article  CAS  PubMed  Google Scholar 

  24. A. J. Makadia and J. I. Nanavati, Meas. J. Int. Meas. Confed., 46, 1521 (2013).

    Article  Google Scholar 

  25. M. Foroughi, A. R. Rahmani, G. Asgari, D. Nematollahi, K. Yetilmezsoy and M. R. Samarghandi, Fresenius Environ. Bull., 27, 1914 (2018).

    CAS  Google Scholar 

  26. M. Ahmadi, K. Rahmani, A. Rahmani and H. Rahmani, Polish J. Chem. Technol., 19, 104 (2017).

    Article  CAS  Google Scholar 

  27. P. Kaur, V. K. Sangal and J. P. Kushwaha, Int. J. Environ. Sci. Technol., 16, 801 (2019).

    Article  CAS  Google Scholar 

  28. M. Mohadesi and A. Shokri, Int. J. Environ. Sci. Technol., 16, 7349 (2019).

    Article  CAS  Google Scholar 

  29. APHA, Standard methods for examination of water and wastewater, 21th ed., American Public Health Association. American Public Health Association (2005).

  30. S. Y. Guvenc, Y. Okut, M. Ozak, B. Haktanir and M. S. Bilgili, Water Sci. Technol., 75(4), 833 (2017).

    Article  CAS  PubMed  Google Scholar 

  31. M. Kobya and S. Delipinar, J. Hazard. Mater., 154, 1133 (2008).

    Article  CAS  PubMed  Google Scholar 

  32. I. K. Erabee, A. Ahsan, B. Jose, T. Arunkumar, R. Sathyamurthy, S. Idrus and N. N. Daud, J. Environ. Sci. Health Part A., 52(8), 735 (2017).

    Article  CAS  Google Scholar 

  33. E. Gengec, M. Kobya, E. Demirbas, A. Akyol and K. Oktor, Water Sci. Technol., 65, 2183 (2012).

    Article  CAS  PubMed  Google Scholar 

  34. L. Mohajeri, H. A. Aziz, M. H. Isa and M. A. Zahed, Bioresour. Technol., 101, 893 (2010).

    Article  CAS  PubMed  Google Scholar 

  35. H. Zhang, C. Fei, D. Zhang and F. Tang, J. Hazard. Mater., 145, 227 (2007).

    Article  CAS  PubMed  Google Scholar 

  36. G. Varank, S. Y. Guvenc, G. Gurbuz and G. O. Engin, Desalin. Water Treat., 57, 25460 (2016).

    Article  CAS  Google Scholar 

  37. S. Y. Guvenc, H. S. Erkan, G. Varank, M. S. Bilgili and G. O. Engin, Water Sci. Technol., 76, 2015 (2017).

    Article  CAS  PubMed  Google Scholar 

  38. R. Saini and P. Kumar, J. Environ. Chem. Eng., 4(3), 2952 (2016).

    Article  CAS  Google Scholar 

  39. M. R. Sabour and A. Amiri, Waste Manage., 65, 54 (2017).

    Article  CAS  Google Scholar 

  40. S. Khodadoust and M. Ghaedi, Spectrochim. Acta — Part A Mol. Biomol. Spectrosc., 133, 87 (2014).

    Article  CAS  Google Scholar 

  41. S. Karimifard and M. R. Alavi Moghaddam, Sci. Total Environ., 640–641, 772 (2018).

    Article  PubMed  CAS  Google Scholar 

  42. D. P. Myburgh, M. Aziz, F. Roman, J. Jardim and S. Chakawa, Environ. Process, 6, 819 (2019).

    Article  CAS  Google Scholar 

  43. A. R. Amani-Ghadim, S. Aber, A. Olad and H. Ashassi-Sorkhabi, Chem. Eng. Process. Process Intensif., 64, 68 (2013).

    Article  CAS  Google Scholar 

  44. O. Sahu, B. Mazumdar and P. K. Chaudhari, Int. J. Environ. Sci. Technol., 16, 1527 (2019).

    Article  CAS  Google Scholar 

  45. K. Yetilmezsoy, S. Demirel and R. J. Vanderbei, J. Hazard. Mater., 171, 551 (2009).

    Article  CAS  PubMed  Google Scholar 

  46. A. T. Nair, A. R. Makwana and M. M. Ahammed, Water Sci. Technol., 69, 464 (2014).

    Article  CAS  PubMed  Google Scholar 

  47. A. R. Khataee, M. Fathinia, S. Aber and M. Zarei, J. Hazard. Mater., 181, 886 (2010).

    Article  CAS  PubMed  Google Scholar 

  48. A. A. L. Zinatizadeh, A. R. Mohamed, A. Z. Abdullah, M. D. Mashitah, M. H. Isa and G. D. Najafpour, Water Res., 40, 3193 (2006).

    Article  CAS  PubMed  Google Scholar 

  49. A. L. Ahmad, S. S. Wong, T. T. Teng and A. Zuhairi, J. Hazard. Mater., 145, 162 (2007).

    Article  CAS  PubMed  Google Scholar 

  50. K. Oukili and M. Loukili Mediterr, J. Chem., 8, 410 (2019).

    CAS  Google Scholar 

  51. R. Li, J. Pan, M. Yan, J. Yang, W. Qin and Y. Liu, Can. J. Chem. Eng., 98, 484 (2020).

    Article  CAS  Google Scholar 

  52. R. Shokoohi, Z. Torkshavand, H. Zolghadnasab, M. Y. Alikhani and M. S. Hemmat, Water Sci. Technol., 2017, 1 (2018).

    Article  CAS  Google Scholar 

  53. P. Binnal and P. N. Babu, South African J. Chem. Eng., 23, 26 (2017).

    Article  Google Scholar 

  54. O. Chavalparit and M. Ongwandee, J. Environ. Sci., 21, 1491 (2009).

    Article  CAS  Google Scholar 

  55. S. Ahmadi, E. Sardari, H. R. Javadian, R. Katal and M. V. Sefti, Korean J. Chem. Eng., 30, 634 (2013).

    Article  CAS  Google Scholar 

  56. L. O. Gonçalves, M. C. V. M. Starling, C. D. Leal, D. V. M. Oliveira, J. C. Araújo, M. M. D. Leão and C. C. Amorim, Environ. Sci. Pollut. Res., 26, 4521 (2019).

    Article  CAS  Google Scholar 

  57. J. A. P. Romero, F. S. S. C. Junior, R. T. Figueiredo, D. P. Silva and E. B. Cavalcanti, Sep. Sci. Technol., 48, 2073 (2013).

    Article  CAS  Google Scholar 

  58. R. Solís and F. J. Rivas, J. Environ. Sci. HealPart A Toxic/Hazardous Subst. Environ. Eng., 54, 118 (2019).

    Google Scholar 

  59. G. F. S. Brito, R. Oliveira, C. K. Grisolia, L. S. Guirra, I. T. Weber and F. V. Almeida, J. Photochem. Photobiol. A. Chem., 375, 85 (2019).

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This research was supported by Yildiz Technical University-The Scientific Research Projects Coordinatorship with the research project number of FBA-2020-3906.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Senem Yazici Guvenc.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Guvenc, S.Y., Cebi, A., Can-Güven, E. et al. Box-Behnken design-based biodiesel wastewater treatment using sequential acid cracking and electrochemical peroxidation process: Focus on COD, oil-grease and volatile fatty acids removals. Korean J. Chem. Eng. 39, 2555–2570 (2022). https://doi.org/10.1007/s11814-022-1118-z

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11814-022-1118-z

Keywords

Navigation