Removal Kinetics of Olive-Mill Wastewater in a Batch-Operated Aerobic Bioreactor

MakaleAçık ErişimScopus SJRQ2
  • SDG 6 · Temiz Su ve Sanitasyon
  • SDG 12 · Sorumlu Üretim ve Tüketim

Özet

This study involves the removal of the olive-mill wastewater (OMW), which is a significant pollutant, in a batch reactor under aerobic conditions by mixed cultures. It also includes comparison of different substrate inhibition models, calculation of kinetic parameters, and testing the merit of the chosen mathematical model with respect to OMW concentration and changes with time. Average initial microorganism concentration (X0) in the batch reactor was 100 +/- 15 mg L-1. During the study the treatment of OMW with initial chemical oxygen demand (S0) concentration between 10 and 1,000 mg COD L-1 was investigated. Maximum specific growth rate (mu max) was reached with 130 mg COD L-1 initial concentration and 3 h experimental duration produced 57.17% chemical oxygen demand (COD) removal efficiency. Other experiments with increasing initial concentration increased COD removal duration, with 927 mg COD L-1 initial concentration regressing to 8.88% removal efficiency after 3 h. The biokinetic equations of Aiba, Haldane, Tseng, and Yano and Koga were chosen to relate S0 concentration to specific growth rate (mu) and the biokinetic parameters in these equations were calculated. The most appropriate biokinetic equation was the Haldane model in terms of R2 value and the Haldane equation parameters 0.43 h-1, 45.34 mg L-1, and 207.97 mg L-1 were calculated for mu max, half-saturation constant (Ks) and inhibition constant (Ki), respectively. Also, a mathematical biokinetic model including the Haldane equation was used to test the OMW removal performance and it was seen that the chosen model was well able to reflect system behavior. After the calibration of mu max, the most-sensitive parameter of the Haldane model, to 0.22 h-1, the model gave a better fit for all tested conditions.

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dc.contributor.authorKul, Sinan
dc.contributor.authorNuhoglu, Alper
dc.date.accessioned2026-10-29T19:15:40.764519126Z
dc.date.available2026-10-29T19:15:40.764519126Z
dc.date.issued2020-03
dc.description.abstractThis study involves the removal of the olive-mill wastewater (OMW), which is a significant pollutant, in a batch reactor under aerobic conditions by mixed cultures. It also includes comparison of different substrate inhibition models, calculation of kinetic parameters, and testing the merit of the chosen mathematical model with respect to OMW concentration and changes with time. Average initial microorganism concentration (X0) in the batch reactor was 100 +/- 15 mg L-1. During the study the treatment of OMW with initial chemical oxygen demand (S0) concentration between 10 and 1,000 mg COD L-1 was investigated. Maximum specific growth rate (mu max) was reached with 130 mg COD L-1 initial concentration and 3 h experimental duration produced 57.17% chemical oxygen demand (COD) removal efficiency. Other experiments with increasing initial concentration increased COD removal duration, with 927 mg COD L-1 initial concentration regressing to 8.88% removal efficiency after 3 h. The biokinetic equations of Aiba, Haldane, Tseng, and Yano and Koga were chosen to relate S0 concentration to specific growth rate (mu) and the biokinetic parameters in these equations were calculated. The most appropriate biokinetic equation was the Haldane model in terms of R2 value and the Haldane equation parameters 0.43 h-1, 45.34 mg L-1, and 207.97 mg L-1 were calculated for mu max, half-saturation constant (Ks) and inhibition constant (Ki), respectively. Also, a mathematical biokinetic model including the Haldane equation was used to test the OMW removal performance and it was seen that the chosen model was well able to reflect system behavior. After the calibration of mu max, the most-sensitive parameter of the Haldane model, to 0.22 h-1, the model gave a better fit for all tested conditions.
dc.identifier.articlenumber4019122
dc.identifier.doi10.1061/(asce)ee.1943-7870.0001654
dc.identifier.eissn1943-7870
dc.identifier.issn0733-9372
dc.identifier.issue3
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/14282
dc.identifier.volume146
dc.identifier.wosWOS:000507901000014
dc.language.isoen
dc.publisherASCE-AMER SOC CIVIL ENGINEERS
dc.relation.ispartofJOURNAL OF ENVIRONMENTAL ENGINEERING
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectAerobic degradation
dc.subjectChemical oxygen demand (COD)
dc.subjectInhibition
dc.subjectHaldane equation
dc.subjectMathematical modeling
dc.subjectOlive-mill wastewater (OMW)
dc.subject.classificationEngineering, Environmental
dc.subject.classificationEngineering, Civil
dc.subject.classificationEnvironmental Sciences
dc.subject.classificationEngineering
dc.subject.classificationEnvironmental Sciences & Ecology
dc.subject.otherBIOLOGICAL TREATMENT
dc.subject.otherBIODEGRADATION
dc.subject.otherINHIBITION
dc.subject.otherBIOREMEDIATION
dc.subject.otherDEGRADATION
dc.subject.otherEFFLUENTS
dc.subject.otherGROWTH
dc.titleRemoval Kinetics of Olive-Mill Wastewater in a Batch-Operated Aerobic Bioreactor
dc.typeArticle
rdl.citation.openalex7
rdl.citation.wos2
rdl.oa.statusclosed
rdl.oa.statusgreen
rdl.oa.urlhttp://hdl.handle.net/20.500.12403/3652
rdl.scopus.quartileQ2
rdl.sdgSDG06
rdl.sdgSDG12
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)