Mokhtari S Ahmad, Farzadkia Mehdi, Esrafili Ali, Kalantari Roshanak Rezaei, Jafari Ahmad Jonidi, Kermani Majid, Gholami Mitra
Research Center for Environmental Health Technology, School of Public Health, Iran University of Medical Sciences, Tehran, Iran ; Department of Environmental Health Engineering, School of Public Health, Ardabil University of Medical Sciences, Ardabil, Iran.
Research Center for Environmental Health Technology, School of Public Health, Iran University of Medical Sciences, Tehran, Iran ; Department of Environmental Health Engineering, School of Public Health, Iran University of Medical Sciences, Tehran, Iran.
J Environ Health Sci Eng. 2016 Dec 1;14:19. doi: 10.1186/s40201-016-0255-x. eCollection 2016.
Bisphenol A is a high production volume chemical widely used in manufacturing polycarbonate plastics and epoxy resins used in many industries. Due to its adverse effects on human health as an endocrine disruptor and many other effects on the various organs of the human body as well as aquatic organisms, it should be removed from the aquatic environments. This study aimed to mineralisation of BPA from aquatic environments by application of novel UV/SPS/HO/Cu system and optimization and modelling of its removal using central composite design (CCD) from response surface methodology (RSM).
CCD from RSM was used for modeling and optimization of operation parameters on the BPA degradation using UV/SPS/HP/Cu system. Effective operation parameters were initial persulfate, HO, Cu and BPA concentration along with pH and reaction time, all in three levels were investigated. For analysis of obtained data ANOVA test was used.
The results showed that a quadratic model is suitable to fit the experimental data ( < 0.0001). Analysis of response surface plots showed a considerable impact of all six selected variables which BPA and Cu initial concentrations have been the highest and the least impact on the process, respectively. -value of model was 54.74 that indicate significance of the model. The optimum values of the operation parameters were determined. The maximum removal of BPA was achieved 99.99 % in optimal conditions and in that condition TOC removal was about 70 %. Finally, validation and accuracy of the model were also evaluated by graphical residual analysis and the influential diagnostics plots. The higher relevance between actual and predicted values demonstrated the validation and applicability of the obtained equation as the model.
According to the results, UV/SPS/HP/Cu system is an effective process in degradation and mineralisation of BPA and CCD methodology is a convenient and reliable statistical tool for optimizing BPA removal from aqueous solutions.
双酚A是一种产量高的化学品,广泛用于制造许多行业中使用的聚碳酸酯塑料和环氧树脂。由于其作为内分泌干扰物对人类健康有不利影响,以及对人体各器官和水生生物有许多其他影响,应将其从水生环境中去除。本研究旨在通过应用新型紫外/过硫酸盐/羟基自由基/铜系统从水生环境中矿化双酚A,并使用响应面法(RSM)中的中心复合设计(CCD)对其去除进行优化和建模。
采用RSM中的CCD对紫外/过硫酸盐/过氧化氢/铜系统降解双酚A的操作参数进行建模和优化。研究了初始过硫酸盐、羟基自由基、铜和双酚A浓度以及pH值和反应时间等有效操作参数,均为三个水平。使用方差分析(ANOVA)测试对获得的数据进行分析。
结果表明,二次模型适合拟合实验数据(P<0.0001)。响应面图分析表明,所有六个选定变量都有相当大的影响,其中双酚A和铜的初始浓度对该过程的影响分别最大和最小。模型的F值为54.74,表明模型具有显著性。确定了操作参数的最佳值。在最佳条件下,双酚A的最大去除率达到99.99%,在此条件下总有机碳(TOC)的去除率约为70%。最后,还通过图形残差分析和影响诊断图对模型的验证和准确性进行了评估。实际值与预测值之间较高相关性证明了所获得方程作为模型的有效性和适用性。
根据结果,紫外/过硫酸盐/过氧化氢/铜系统是双酚A降解和矿化的有效过程,CCD方法是优化从水溶液中去除双酚A的方便可靠的统计工具。