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Optimization of Reactive Black 5 removal by adsorption process using Box-Behnken design

机译:使用Box-Behnken设计优化吸附法去除活性炭黑5

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摘要

Optimization of process parameters is an important part of any process development. Maximum efficiency of any process is achievable when it runs at optimum condition. In this paper, optimization of Reactive Black 5 adsorption on TiO_2 surface was carried out. Adsorption of dye depends on many process parameters like pH, adsorbent dose, initial dye concentration, and adsorption time. In this study, adsorption efficiency has been optimized based on those process parameters. Response surface methodology has been used for optimization as it has many advantages over classical optimization methods. Box-Behnken design was employed to design the experiment. For regression analysis and ANOVA study, software MINITAB 15 was used. All factors in regression equation are not equally important. Pareto analysis has been employed to find the most influential process parameters. The analysis shows that pH is the dominating factor during dye adsorption. This study confirms that more than 98% dye removal is possible at the optimum condition.
机译:工艺参数的优化是任何工艺开发的重要组成部分。在最佳条件下运行时,任何过程都可以实现最高效率。本文对TiO_2表面活性黑5的吸附性能进行了优化。染料的吸附取决于许多工艺参数,例如pH,吸附剂剂量,初始染料浓度和吸附时间。在这项研究中,已基于这些工艺参数优化了吸附效率。响应面方法已被用于优化,因为它比传统的优化方法具有许多优势。采用Box-Behnken设计来设计实验。为了进行回归分析和ANOVA研究,使用了软件MINITAB 15。回归方程中的所有因素并非同等重要。帕累托分析已被用来寻找最有影响力的工艺参数。分析表明,pH是染料吸附过程中的主要因素。这项研究证实,在最佳条件下可以去除98%以上的染料。

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