Optimization on cleaner intensification of ozone production using Artificial Neural Network and Response Surface Methodology: Parametric and comparative study
作者: Ainy HafeezSyed Ali Ammar TaqviTahir FazalFahed JavedZakir KhanUmme Salma AmjadAwais BokhariNasir ShehzadNaim RashidSaifur RehmanFahad Rehman
作者单位: 1Microfluidics Research Group, Department of Chemical Engineering, COMSATS University Islamabad, Lahore, Campus, Pakistan
2Department of Chemical Engineering, NED University of Engineering and Technology, 75270, Karachi, Pakistan
3Chemical Engineering Department, Universiti Teknologi Petronas, Seri Iskandar, 32610, Perak, Malaysia
4Systems, Power and Energy Research Division, James Watts School of Engineering, College of Science and Engineering, James Watt South, University of Glasgow, Glasgow, G128QQ, UK
5Department of Chemical Engineering, Khawaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan
刊名: Journal of Cleaner Production, 2020, Vol.252
来源数据库: Elsevier Journal
DOI: 10.1016/j.jclepro.2019.119833
关键词: Non-thermal plasma hybrid microreactorOzone generationResponse surface methodologyArtificial neural networkOptimization
英文摘要: Abstract(#br)Non-thermal microplasma is a promising technology for efficient ozone generation for water sterilization. However, there remains a niche to improve the energy efficiency of the production process. The studies investigating the combined effects of interacting parameters affecting ozone generation are scarce. Studying more than one parameter is a limitation using standard experimental protocols. However, modeling tools such as Response Surface Methodology and Artificial Neural Network provides an opportunity to study the interaction between parameters and propose a mathematical model to predict ozone concentration under various experimental conditions. A robust model providing an insight into parametric interaction and better forecasting can reduce the required power...
全文获取路径: Elsevier  (合作)
影响因子:3.398 (2012)

  • cleaner 清洗装置
  • comparative 比较的
  • production 生产
  • ozone 臭氧
  • study 学习
  • Network 网络