A Review of Different Types of DOE Methods as a Useful Platform for Improving the Performance of Nano Adsorbents in Removal Systems of Pollutants

Q3 Engineering

Nanoscience and Nanotechnology - Asia Pub Date : 2020-06-17 DOI:10.2174/2210681209666190220130002

Ali Behmaneshfar, A. Sadrnia, H. Karimi-Maleh

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Abstract

In recent years, the Design of Experiments (DOE) is used for removing pollutant from wastewater by nano-adsorbent. Some methods are Taguchi, Response Surface Methodology (RSM) and factorial design. The aim of this paper is to review different used methods of DOE in removing pollutant to suggest some notations to scholars. The reviewed papers were searched in Google Scholar, Scopus, and Web of Science randomly and categorized based on DOE methods. Number of factors and responses in DOE for removing pollutants from wastewater are between 2-6 and 1-4, respectively. There are several computer software programs that provide simple use of these methods, such as Qualitek, Design Expert, Minitab, R and Matlab Programming. All models have a coefficient of determination R-sq more than 0.9. All the mentioned methods are appropriate because of the high R-sq value. Since the largest number of runs are used in RSM, it is not suitable for the experiments which are conducted by expensive materials and process. Furthermore, Design Expert and Minitab are the most popular software used by scholars in DOE methods for the removal of pollutant.

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不同类型的DOE方法为提高纳米吸附剂在污染物去除系统中的性能提供了一个有用的平台

近年来，采用实验设计法(DOE)去除废水中的污染物。一些方法有田口法、响应面法和析因设计。本文的目的是对DOE在去除污染物方面的不同应用方法进行综述，以供学者参考。随机检索b谷歌Scholar、Scopus和Web of science，并根据DOE方法进行分类。DOE中去除废水中污染物的因素和响应数量分别在2-6和1-4之间。有几个计算机软件程序提供了这些方法的简单使用，如Qualitek, Design Expert, Minitab, R和Matlab Programming。所有模型的决定系数R-sq均大于0.9。由于R-sq值较高，上述所有方法都是合适的。由于RSM的运行次数最多，因此不适合使用昂贵的材料和工艺进行的实验。此外，Design Expert和Minitab是学者们在DOE方法中最常用的去除污染物的软件。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Nanoscience and Nanotechnology - Asia Engineering-Engineering (all)

CiteScore

1.90

自引率

0.00%

发文量

期刊介绍： Nanoscience & Nanotechnology-Asia publishes expert reviews, original research articles, letters and guest edited issues on all the most recent advances in nanoscience and nanotechnology with an emphasis on research in Asia and Japan. All aspects of the field are represented including chemistry, physics, materials science, biology and engineering mainly covering the following; synthesis, characterization, assembly, theory, and simulation of nanostructures (nanomaterials and assemblies, nanodevices, nano-bubbles, nano-droplets, nanofluidics, and self-assembled structures), nanofabrication, nanobiotechnology, nanomedicine and methods and tools for nanoscience and nanotechnology.