{"title":"Kinetics of Organic Matter Removal in Olive Mill Wastewater and Cheese Whey Effluent Using Microfiltration Membrane","authors":"Ezgi Oktav Akdemir, Sevgi Tokgöz Güneş","doi":"10.1007/s11270-025-08046-3","DOIUrl":null,"url":null,"abstract":"<div><p>In this study, a laboratory-scale microfiltration membrane system was operated with olive oil industry wastewater (OMW) and cheese whey effluent (CWE) with chemical oxygen demand (COD) concentrations of 54 and 65.6 g/L at flow rates (Q) of 100, 150, and 200 L/h, pressures of 1 and 2 bar, filtration times considered as four different hydraulic retention time (θ) of 30, 60, 90, and 120 min, respectively. COD removal efficiencies decreased with decreasing θ from 120 to 30 min and increasing pressure. Considering all experimental results, COD removal efficiencies at 1 and 2 bar pressure were calculated at 40.6%-52.3% and 38.9%-48.0% for OMW and 20.7%-30.8% and 13.8%-29.1% for CWM, respectively. In this study, mathematical models such as first-order kinetics, Grau second-order, and Modified Stover-Kincannon models were applied to determine the organic matter removal kinetics of the microfiltration membrane system. The model’s kinetic parameters were determined by linear regression using the experimental data. The predicted effluent COD concentrations were calculated using the kinetic constants. Grau second-order and Modified Stover-Kincannon models were found to be more consistent with the observed data. According to Grau second-order model results, k<sub>2(s)</sub>, a and b values were calculated in the range of 4.03–5.44 1/min, 1.81–2.20 and 9.93–13.39 for OMW and 0.48- 2.351/min, 3.05–3.36 and 27.90–137.23 for CWE, respectively. For the modified Stover-Kincannon model, U<sub>max</sub> and K<sub>B</sub> values were calculated in the range of 4.034–5.438 g/L.min and 7.921–11.468 g/L.min for OMW and 0.478–2.351 g/L.min and 1.554–7.904 g/L.min for CWE, respectively. The estimated effluent COD concentrations were calculated using kinetic constants. Moreover, the correlation coefficient (R<sup>2</sup>) obtained for the experimental and predicted effluent COD concentration was above 0.96 for both wastewaters also confirming the suitability of the kinetic models and showing that the models can be used in the kinetics of organic matter removal in microfiltration membrane system design, thus predicting the behavior of the membrane for treating olive oil industry wastewater and cheese whey effluent. The experimental results obtained in this study are expected to be used as a reference for determining organic matter removal kinetics in membrane systems.</p></div>","PeriodicalId":808,"journal":{"name":"Water, Air, & Soil Pollution","volume":"236 7","pages":""},"PeriodicalIF":3.8000,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s11270-025-08046-3.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Water, Air, & Soil Pollution","FirstCategoryId":"6","ListUrlMain":"https://link.springer.com/article/10.1007/s11270-025-08046-3","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
In this study, a laboratory-scale microfiltration membrane system was operated with olive oil industry wastewater (OMW) and cheese whey effluent (CWE) with chemical oxygen demand (COD) concentrations of 54 and 65.6 g/L at flow rates (Q) of 100, 150, and 200 L/h, pressures of 1 and 2 bar, filtration times considered as four different hydraulic retention time (θ) of 30, 60, 90, and 120 min, respectively. COD removal efficiencies decreased with decreasing θ from 120 to 30 min and increasing pressure. Considering all experimental results, COD removal efficiencies at 1 and 2 bar pressure were calculated at 40.6%-52.3% and 38.9%-48.0% for OMW and 20.7%-30.8% and 13.8%-29.1% for CWM, respectively. In this study, mathematical models such as first-order kinetics, Grau second-order, and Modified Stover-Kincannon models were applied to determine the organic matter removal kinetics of the microfiltration membrane system. The model’s kinetic parameters were determined by linear regression using the experimental data. The predicted effluent COD concentrations were calculated using the kinetic constants. Grau second-order and Modified Stover-Kincannon models were found to be more consistent with the observed data. According to Grau second-order model results, k2(s), a and b values were calculated in the range of 4.03–5.44 1/min, 1.81–2.20 and 9.93–13.39 for OMW and 0.48- 2.351/min, 3.05–3.36 and 27.90–137.23 for CWE, respectively. For the modified Stover-Kincannon model, Umax and KB values were calculated in the range of 4.034–5.438 g/L.min and 7.921–11.468 g/L.min for OMW and 0.478–2.351 g/L.min and 1.554–7.904 g/L.min for CWE, respectively. The estimated effluent COD concentrations were calculated using kinetic constants. Moreover, the correlation coefficient (R2) obtained for the experimental and predicted effluent COD concentration was above 0.96 for both wastewaters also confirming the suitability of the kinetic models and showing that the models can be used in the kinetics of organic matter removal in microfiltration membrane system design, thus predicting the behavior of the membrane for treating olive oil industry wastewater and cheese whey effluent. The experimental results obtained in this study are expected to be used as a reference for determining organic matter removal kinetics in membrane systems.
期刊介绍:
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