Du Xiaoming, Zhang Zhefeng, Zhang Chunyong, Fu Degang
Department of Chemistry, College of Science, Nanjing Agricultural University, Nanjing 210095, China.
Department of Chemistry, College of Science, Nanjing Agricultural University, Nanjing 210095, China; Suzhou Key Laboratory of Environment and Biosafety, Suzhou Academy of Southeast University, Dushuhu Lake Higher Education Town, Suzhou 215123, China; State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China.
Chemosphere. 2017 Mar;171:362-369. doi: 10.1016/j.chemosphere.2016.12.100. Epub 2016 Dec 21.
Here, a novel three-level definitive screening design (DSD) was initially employed to investigate the electrochemical degradation of Chromotrope 2R (C2R) with boron-doped diamond (BDD) anodes. Experiments were performed using a synthetic C2R solution containing five supporting electrolytes (NaSO, NaCl, NaPO, NaNO and NaCO). The effects of nine quantitative parameters on C2R removal rate: initial C2R concentration (50-100 mg L), applied current density (1.29-3.87 mA cm), NaSO concentration (0-10 mM), NaCl concentration (0-10 mM), NaPO concentration (0-10 mM), NaNO concentration (0-10 mM), NaCO concentration (0-10 mM), flow rate (300-500 mL min) and temperature (10-50 °C), were investigated. The model obtained was validated and used to select three most significant variables for further investigation. Interestingly, the differing roles of electrolytes during the electrolysis revealed the ion-selective nature of BDD anode system. A five-level central composite rotatable design (CCRD) was then employed to describe the C2R conversion as a function of applied current density, NaCl concentration and temperature. The results obtained confirmed the strong capability of DSD to separate and identify the significant variables in BDD technology. Moreover, the strategy (DSD plus CCRD) employed here enabled a significant reduction in the number of experiments (from over 500 to only 38) compared to traditional screening methods. The possible degradation mechanism of C2R in BDD anode cells was also proposed.
在此,最初采用了一种新型的三级确定性筛选设计(DSD)来研究用掺硼金刚石(BDD)阳极对铬变素2R(C2R)进行电化学降解。实验使用了含有五种支持电解质(NaSO、NaCl、NaPO、NaNO和NaCO)的合成C2R溶液进行。研究了九个定量参数对C2R去除率的影响:初始C2R浓度(50 - 100 mg L)、施加电流密度(1.29 - 3.87 mA cm)、NaSO浓度(0 - 10 mM)、NaCl浓度(0 - 10 mM)、NaPO浓度(0 - 10 mM)、NaNO浓度(0 - 10 mM)、NaCO浓度(0 - 10 mM)、流速(300 - 500 mL min)和温度(10 - 50 °C)。所获得的模型经过验证,并用于选择三个最显著的变量进行进一步研究。有趣的是,电解过程中电解质的不同作用揭示了BDD阳极系统的离子选择性本质。然后采用了五级中心复合旋转设计(CCRD)来描述C2R转化率与施加电流密度、NaCl浓度和温度的函数关系。所获得的结果证实了DSD在BDD技术中分离和识别显著变量的强大能力。此外,与传统筛选方法相比,这里采用的策略(DSD加CCRD)能够显著减少实验次数(从超过500次减少到仅38次)。还提出了C2R在BDD阳极电解槽中的可能降解机制。