Photocatalytic discoloration of Methyl Orange by anatase/schorl composite: optimization using response surface method

The anatase/schorl composites were prepared and employed for the photocatalytic discoloration of an azo dye, Methyl Orange (MO). X-ray diffraction results indicated that TiO₂ existed in the form of anatase phase and no diffraction peaks of schorl could be observed for all the composite samples. Scanning electron micrographs showed that the particles of anatase were well deposited and dispersed on the surface of schorl. Photocatalytic experiments revealed that the anatase/schorl composites exhibited higher photocatalytic activity for MO discoloration than pure TiO₂ and more than 90 % discoloration ratio could be obtained within 60 min UV irradiation when the sample containing 3 wt.% of schorl as TiO₂ support was used. Then, the central composite design (CCD) under the response surface methodology (RSM) was employed for the experiment design and process optimization. The significance of a second-order polynomial model for predicting the optimal values of MO discoloration was evaluated by the analysis of variance (ANOVA) and 3D response surface plots for the interactions between two variables were constructed. Based on the model prediction, the optimum conditions for the photocatalytic discoloration of MO by TiO₂/schorl composite were determined to be 15?×?10^?3 mM MO initial concentration, 2.7 g/l photocatalyst dosage, solution pH 6.6 and 43 min reaction time, with a maximum MO discoloration ratio of 98.6 %. Finally, a discoloration ratio of 94.3 % was achieved for the real sample under the optimum conditions, which was very close to the predicted value, implying that RSM is a powerful and satisfactory strategy for the process optimization.     

Fenton and Fenton-like oxidation of pesticide acetamiprid in water samples: Kinetic study of the degradation and optimization using response surface methodology

The aims of this study were (a) to evaluate the degradation of acetamiprid with the use of Fenton reaction, (b) to investigate the effect of different concentrations of H₂O₂ and Fe²⁺, initial pH and various iron salts, on the degradation of acetamiprid and (c) to apply response surface methodology for the evaluation of degradation kinetics.     

响应面法优化电渗析处理褐藻酸钠废水工艺

采用电渗析器处理过滤的褐藻酸钠废水,褐藻酸钠废水初始水质如下:Ca2+(56 mg/L)、Cl-(1 808 mg/L)、电导率(7.24 mS/cm)。处理目标值如下:Ca2+(60 mg/L)、Cl-(300 mg/L)、电导率(2.50 mS/cm)。运用Design-Expert分析软件,采用Box-Behnken的中心组合设计方法,研究了流量、电压及淡水浓水体积比及其交互作用对直流电耗的影响。建立了电渗析处理褐藻酸钠废水的二次多项数学模型,并以电渗析的直流电耗为响应值做响应面,确定电渗析处理褐藻酸钠废水的最佳工艺条件为:流量200 L/h、电压40 V、淡水浓水体积比1∶1。在此条件下电渗析的直流电耗最小为0.45 kWh/kg,电渗析器处理后的水质如下:Ca2+(56 mg/L)、Cl-(259 mg/L)、电导率(2.00 mS/cm),达到处理目标。     

响应面法优化石油降解菌性能的研究

从延长油田石油污染土壤中筛选出4株能以原油为唯一碳源生长的细菌单菌株,鉴定其优势菌株YC-2为枯草芽孢杆菌;利用响应面法进行实验设计,选定培养温度、pH值、氮磷比以及盐度为影响因素,对原油含量为0.5%的培养基进行YC-2菌株降解工艺优化,得到了原油降解率与4种因素之间的非线性回归方程,确定了降解原油的最优工艺条件:培养温度28℃;pH值6.5,氮磷比5.2:1,盐度0.45%。在最优条件下,预测降解率为53.9%,实验验证值为52.5%,结果显示,建立的模型具有较高的精度。     

响应曲面法优化复合絮凝剂的制备工艺

为了提高染料废水中COD和色度的去除效果,采用响应曲面法对聚硅酸类新型复合絮凝剂的制备工艺进行了优化实验研究。在单因素实验基础上采用Box-Behnken Design(BBD)实验设计方法,设计出了影响染料废水处理效果的3因素3水平共15组实验,其中n(Fe+Al):n(Si)的摩尔比为4～6,n(B+Mg):n(Si)的摩尔比为0.3～0.7,熟化时间为1～3 d。根据15组实验结果,以COD去除率和色度去除率为响应值分别建立了二次多项式响应曲面模型。模型优化结果显示,在n(Fe+Al):n(Si)摩尔比为5∶1,n(B+Mg):n(Si)为0.5∶1,熟化时间为2 d的条件下,制备得到的新型复合絮凝剂聚硅酸铝铁硼镁具有最佳的絮凝处理性能和脱色效果,能有效去除染料废水中的COD和色度,其中出水色度接近于0,COD的去除率达到87.65%,模型验证实验进一步验证了本文所建立的响应曲面法在复合絮凝剂制备工艺优化中的有效性。     

Box-Behnken响应曲面优化铁炭微电解降解结晶紫

在单因素实验的基础上,以结晶紫脱色率为评价指标,铁炭比、反应时间与曝气量为考察因素,采用Box-Be-hnken响应曲面法优化铁炭微电解降解结晶紫的工艺条件,同时得出相应的数学模型。实验表明,在结晶紫初始浓度为100mg/L和体积为300 mL,pH为3,反应时间为80 min,铁屑的投加量为20 g,铁炭质量比为2∶1,曝气量为20 L/h的条件下,铁炭微电解对结晶紫的脱色率可达到89.6%。通过Box-Behnken响应曲面可知,铁炭比、反应时间、曝气量以及铁炭比和反应时间的交互作用对结晶紫的脱色率均有显著影响,其中曝气量对脱色率的影响尤为显著;回归模型决定系数R2=0.9067,P=0.039,表明此模型拟合程度良好,且模型显著。铁炭微电解降解结晶紫最佳的工艺条件为:铁炭比为2.4∶1,反应时间为84 min、曝气量为40 L/h,脱色率为93.25%,回归模型的预测值与测定值偏差率为2.26%。     

新型类Fenton催化剂用于酸性红B染料废水处理的研究

为了解决Fenton试剂反应前后需要调节pH值、催化剂不能重复利用的问题,本实验以酸性红B溶液作为模拟染料废水,探索以硫铁矿烧渣作为非均相催化剂进行类Fenton反应的催化活性,研究了H2O2投加量、催化剂投加量、pH值、反应时间对酸性红B去除效果的影响。在双氧水(H2O2质量分数为30%)投加量为30 mL/L、催化剂投加量为30 g/L、pH值在1~11范围内,反应4 h,浓度为200 mg/L的酸性红B去除率均达到95%以上,且反应后pH值在中性范围。实验结果表明,该非均相类Fenton反应体系对pH的适用范围广,且催化剂易于沉淀分离,反应数次后依然保持较高催化活性,能重复利用。     

响应面法优化污泥电渗透脱水工艺参数

以泥饼含固率作为衡量污泥脱水效果的指标,采用响应面法进行污泥电渗透脱水工艺参数的优化研究。结果表明,最佳反应条件为初始污泥含固率为8.58%,初始电压梯度为20.88 V/cm,初始污泥厚度为2.25 cm,此条件下得到的污泥含固率为48.82%(预测值为48.45%)。方差分析结果表明,回归模型达到显著水平,在研究区域(初始污泥含固率:5%~10%、初始电压梯度12~30 V/cm、初始污泥厚度:1~2.5 cm)内拟合较好,与实验结果吻合度较高。     

硫铁矿烧渣催化类Fenton法深度处理维生素C废水

采用硫铁矿烧渣协同Fe2+催化H2O2的类Fenton法深度处理维生素C制药废水,通过正交实验考察FeSO4投加量、H2O2投加量、搅拌反应时间、曝气时间等因素对低浓度难降解有机物去除的影响程度,并结合单因素实验确定最佳反应条件。结果表明:(1)正交实验中,各因素对催化氧化反应效果的影响程度依次为H2O2投加量搅拌反应时间曝气时间FeSO4投加量;(2)单因素实验中,最佳反应条件为烧渣投加量10g/L、H2O2投加量4.9mmol/L、FeSO4投加量3.9mmol/L、搅拌反应时间20min、曝气时间20min、絮凝沉淀部分聚丙烯酰胺(PAM)投加量5mg/L。在此条件下,COD去除率最高达63.21%。     

Medium optimization for the production of anti-cyanobacterial substances by Streptomyces sp. HJC-D1 using response surface methodology

Bioremediation using isolated anti-cyanobacterial microorganism has been widely applied in harmful algal blooms (HABs) control. In order to improve the secretion of activated anti-cyanobacterial substances, and lower the cost, a sequential optimization of the culture medium based on statistical design was employed for enhancing the anti-cyanobacterial substances production and chlorophyll a (Chl a) removal by Streptomyces sp. HJC-D1 in the paper. Sucrose and KNO₃ were selected as the most suitable carbon and nitrogen sources based on the one-at-a-time strategy method, and sucrose, KNO₃ and initial pH were found as major factors that affected the anti-cyanobacterial ability of the isolated stain via the Plackett–Burman design. Based on the response surface and canonical analysis, the optimum condition of culture medium was obtained at 22.73 g l^-1 of sucrose, 0.96 g l^-1 of KNO₃, and initial pH 8.82, and the Chl a removal efficiency by strain HJC-D1 increased from 63?±?2 % to 78?±?2 % on the optimum conditions.     

Adsorptive removal of Cd2+ ions using dolochar at an industrial-scale process optimization by response surface methodology

Environmental Science and Pollution Research - In this work, performance of laboratory-synthesized dolochar has been investigated for adsorption of Cd2+ ions in a large-scale process with the...     

Removal of SO2 from smelting flue gas by using copper tailings with MnSO4: factors optimization by response surface methodology

Environmental Science and Pollution Research - The abatement of SO2 and the utilization of copper tailings are identified as two attention-attracting environmental issues in the copper smelter. In...     

响应面法优化凹凸棒土吸附水中亚甲基蓝

以凹凸棒土为吸附材料,对亚甲基蓝模拟水样进行吸附研究。采用响应面方法（RSM）对吸附工艺进行优化,考察温度、初始pH、吸附剂投加量、染料初始浓度对脱色率的影响,提出采用该工艺的数学模型及优化后的最佳工艺参数。结果表明,各影响因子对脱色率影响显著性顺序为吸附剂投加量 > 初始浓度 > 温度 > 初始pH。优化得到最佳的工艺参数：温度为55℃,pH为3.3,吸附剂投加量为0.15 g,染料初始浓度为100.02 mg·L-1,该条件下对亚甲基蓝模拟水样脱色率可达99.25%,与预测值98.68%接近。因此,建立的模型能真实地反映各主要因素的影响。     

响应曲面法优化固相反硝化的工艺条件

以一种新型可降解材料PLA/PHBV共混物为碳源和生物膜载体,对硝酸盐污染水进行反硝化脱氮。在温度为(29±1)℃,pH为(7.5±0.2)条件下,利用响应曲面法考察了进水硝态氮浓度、水力停留时间(HRT)和出水硝态氮浓度之间的关系,建立了以出水硝态氮浓度为响应值的二次多项式回归模型,模型预测值与实验值能很好吻合。方差分析结果表明,进水硝态氮浓度和HRT及其交互作用对响应值均具有显著性影响(P<0.01)。     

响应面方法优化Fenton试剂处理甲萘酚废水

利用响应面方法(RSM)对Fenton试剂处理甲萘酚废水工艺过程进行优化,考察了Fe2+浓度、H2O2 浓度和初始pH 3种工艺条件对甲萘酚废水处理效果的影响,并提出Fenton试剂降解甲萘酚废水的数学模型及优化后的工艺参数。Fenton试剂降解甲萘酚废水的数学模型可以较好地模拟真实的曲面,方程的F值为24.90,相关系数(R2)为0.9573,调整相关系数(Radj2)为0.9188。通过优化得到最佳的工艺参数Fe2+浓度为0.89 g/L,H2O2浓度为0.79 g/L,pH为4.00。在此条件下,COD去除率的预测值为91.15%,与实测值90.78%接近。说明建立的模型能真实地反映各主要因素的影响,模型与实际情况吻合。     

响应面法优化超临界水氧化处理农药废水

在间歇式超临界水氧化系统中对草甘膦农药废水进行降解实验。选取温度、反应时间、过氧量3个量为因素量,总有机碳(TOC)去除率为响应量进行中心组合设计（CCD）。在实验的基础上,利用响应面分析法（RSM）对实验结果进行分析及参数优化：建立了TOC去除率与各个因素关系的二次多项式数学模型;分析了各个因素单独的及相互作用对TOC去除率的影响;优化结果表明,在温度483℃、反应时间29.2 min、过氧量148.4%的条件下,达到了最佳效果,此时TOC的去除率为100%。     

响应面法优化酵母菌处理餐饮废水

从餐饮废水集水井壁上的生物膜中筛选出酵母菌菌株,选择废水降解能力相对较高的3株酵母菌对餐饮废水进行处理。以COD去除率为主要指标,在单因素实验的基础上,运用响应面法对pH、TN和TP进行优化,得到酵母菌处理餐饮废水的最优条件。结果表明,酵母菌处理餐饮废水最优的工艺条件为pH=5.55、TN=27.63 mg/L、TP=4.40 mg/L,COD去除率达到90.3%;当进水COD为2 235 mg/L、油为660. 2 mg/L时,COD与油实际去除率分别达到了89.9%和89.8%。     

基于响应面法的污泥快速固化效能综合影响

针对现有污泥固化技术存在的固化养护时间长、低温条件下固化效能低等问题。研究提出污泥快速（3d）固化技术,采用响应曲面分析方法,重点考察了石灰、组分A、硅酸盐水泥、粉煤灰和温度等5因素对固化效能的综合影响,研究结果表明,石灰、组分A、硅酸盐水泥、粉煤灰和养护温度等因素对3d固化体的无侧限抗压强度和含水率的线性效应显著,石灰和组分A、石灰和养护温度对无侧限抗压强度的交互影响显著,石灰和粉煤灰、组分A和养护温度、硅酸盐水泥和粉煤灰对含水率的交互影响显著;得出了5因素对固化体3d无侧限抗压强度和含水率影响的定量模型,可对污泥快速固化进行优化和预测;并利用XRD和SED对污泥固化块的化学成分和微观结构进行了分析。     

基于响应面法的污泥快速固化效能综合影响简

针对现有污泥固化技术存在的固化养护时间长、低温条件下固化效能低等问题。研究提出污泥快速（3 d）固化技术,采用响应曲面分析方法,重点考察了石灰、组分A、硅酸盐水泥、粉煤灰和温度等5因素对固化效能的综合影响,研究结果表明,石灰、组分A、硅酸盐水泥、粉煤灰和养护温度等因素对3 d固化体的无侧限抗压强度和含水率的线性效应显著,石灰和组分A、石灰和养护温度对无侧限抗压强度的交互影响显著,石灰和粉煤灰、组分A和养护温度、硅酸盐水泥和粉煤灰对含水率的交互影响显著;得出了5因素对固化体3 d无侧限抗压强度和含水率影响的定量模型,可对污泥快速固化进行优化和预测;并利用XRD和SED对污泥固化块的化学成分和微观结构进行了分析。