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Response surface methodology (RSM) modeling to improve removal of ciprofloxacin from aqueous solutions in photocatalytic process using copper oxide nanoparticles (CuO/UV)

机译:响应面方法(RSM)建模可在使用铜氧化物纳米颗粒(CuO / UV)的光催化过程中改善环丙沙星从水溶液中的去除

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摘要

Ciprofloxacin (CIP) antibiotic is considered as an emerging and biological resistant pollutant. This study aimed to improve of the removal of CIP from synthetic aqueous solutions in photocatalytic process through copper oxide nanoparticles as catalyst (CuO/UV). The effect of CIP concentration (10–200 mg/l), catalyst dosage included CuO (0.01–0.1 g/l) and pH (3–11) as independent variables on the COD removal efficiency as response in photocatalytic process using UV-C lamps with three different powers of 8, 15 and 30-W were optimized through the central composite design in response surface method using design-expert software. A second order model was selected as the best model with R2 values and lack of fit as 0.85 and 0.06 for lamp 8-W, 0.89 and 0.11 for lamp 15-W, and 0.86 and 0.19 for lamp 30-W, respectively. Optimum conditions were obtained in CIP concentration of 11.2 (mg/l), CuO dosage of 0.08 (g/l), and pH value of 8.17. In this condition, predicted maximum COD removal was respectively found 83.79, 93.18, and 98.90% for lamps 8, 15 and 30-W. According to the results, photocatalytic process using copper oxide nanoparticles can effectively compose CIP in aqueous solutions.
机译:环丙沙星(CIP)抗生素被认为是一种新兴的具有生物抵抗力的污染物。这项研究旨在通过氧化铜纳米粒子作为催化剂(CuO / UV)改善光催化过程中合成水溶液中CIP的去除。 CIP浓度(10–200 mg / l),催化剂剂量包括CuO(0.01–0.1g / l)和pH(3-11)作为对COD去除效率的独立变量的影响,作为使用UV-C在光催化过程中的响应使用设计专家软件,通过响应面法的中央复合设计,优化了8、15和30 W三种不同功率的照明灯。选择二阶模型作为具有R 2 值的最佳模型,对于8W灯泡,拟合度分别为0.85和0.06;对于15W灯泡,拟合度为0.89和0.11;对于灯泡,则缺乏0.86和0.19 30-W。最佳条件是CIP浓度为11.2(mg / l),CuO剂量为0.08(g / l),pH值为8.17。在这种情况下,对于8、15和30瓦灯,预测的最大COD去除率分别为83.79%,93.18和98.90%。根据结果​​,使用氧化铜纳米粒子的光催化过程可以有效地在水溶液中组成CIP。

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