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Application of Response Surface Methodology for Optimization of Ammonia Nitrogen Removal from Aqueous Solutions Using Powdered Activated Carbon

机译:响应面法在粉末活性炭水溶液中氨氮去除优化中的应用

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Background and Objective: High nitrogen compounds in natural water results from industrial and agricultural activities made the water ecological problems. Therefore, elimination or decrease of nitrogen compounds in the receiving environment must be considered. The objective of the present study was to compare the performance of commercial powdered activated carbon (CPAC) and modified commercial powdered activated carbon (MCPAC) with H2SO4, NaNO3 and KMnO4 for the ammonia removal from aqueous solution. Methodology: This experimental study was carried out at pilot scale. The effects of various operational variables such as adsorbent dosage (0.5-1.5 g L–1), ammonia initial concentration (100-200 mg L–1), pH (3-9) and contact time (2-120 min) on ammonia removal were examined for both MCPAC and CPAC. In this study, experiments were performed base on central composite design (CCD) and response surface methodology (RSM) to analyze and optimize the variables. The adsorption isotherm was evaluated using Freundlich and Langmuir models. Kinetics study was analyzed using pseudo-first order, pseudo-second order and penetration particle kinetics models. Data were analyzed by one way ANOVA. All the statistical tests were carried out using Design expert software. Results: The results showed that the removal rate increased by the increase of adsorbent dosage, pH and contact time. The maximum removal rate was seen at the pH 9, contact time 120 min, ammonia initial concentration 50 mg L–1 and adsorbent dosage 1.5 g L–1 (above 95%). The removal rate decreased as the ammonia initial concentration increased. According to CCD result, CPAC and MCPAC were fitted to linear and quadratic equation, respectively. Ammonia adsorption for CPAC and MCPAC followed the Langmuir (R2 = 0.9831) and Freundlich (R2 = 0.9745) isotherm model. The maximum adsorption capacity for MCPAC achieved 40.323 mg g–1.The analysis of adsorption kinetic for both CPAC and MCPAC indicated that the ammonia adsorption was well-fitted by pseudo-second order kinetic model (R2 = 0.997). Conclusion: Results confirmed that modified activated carbon can be uesd as an appropriate and cost effective adsorbent for water and wastewater treatment due to high adsorption capacity.
机译:背景与目的:天然水中的高氮化合物源于工农业活动造成了水的生态问题。因此,必须考虑消除或减少接收环境中的氮化合物。本研究的目的是比较商用粉状活性炭(CPAC)和改性的商用粉状活性炭(MCPAC)与H 2 SO 4 ,NaNO < SUB> 3 和KMnO 4 用于去除水溶液中的氨。方法:本实验研究是在中试规模下进行的。各种操作变量的影响,例如吸附剂剂量(0.5-1.5 g L –1 ),氨初始浓度(100-200 mg L -1 ),pH(3 -9)和去除氨气的接触时间(2-120分钟)均用于MCPAC和CPAC。在这项研究中,基于中央复合设计(CCD)和响应面方法(RSM)进行了实验,以分析和优化变量。使用Freundlich和Langmuir模型评估吸附等温线。动力学研究使用伪一级,伪二级和渗透粒子动力学模型进行了分析。通过一种方差分析对数据进行分析。所有统计检验均使用Design Expert软件进行。结果:结果表明,随着吸附剂量,pH值和接触时间的增加,去除率增加。在pH 9,接触时间120分钟,氨初始浓度50 mg L –1 和吸附剂剂量1.5 g L –1 时(95%以上)观察到最大去除率。 )。随着氨初始浓度的增加,去除率降低。根据CCD结果,将CPAC和MCPAC分别拟合为线性方程和二次方程。 CPAC和MCPAC的氨吸附遵循Langmuir(R 2 = 0.9831)和Freundlich(R 2 = 0.9745)等温线模型。 MCPAC的最大吸附容量达到40.323 mg g –1 。对CPAC和MCPAC的吸附动力学分析表明,氨的吸附符合拟二阶动力学模型(R 2 = 0.997)。结论:结果证实,改性活性炭由于具有高吸附能力,因此可以作为一种适合的,具有成本效益的吸附剂用于水和废水处理。

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