4.7 Article

Possible control approaches of the Electro-Fenton process for textile wastewater treatment using on-line monitoring of DO and ORP

期刊

CHEMICAL ENGINEERING JOURNAL
卷 218, 期 -, 页码 341-349

出版社

ELSEVIER SCIENCE SA
DOI: 10.1016/j.cej.2012.12.061

关键词

Artificial Neural Network (ANN); Dissolved Oxygen (DO); Electro-Fenton; Oxidation Reduction Potential (ORP); Textile wastewater

资金

  1. National Science Council of the Republic of China, Taiwan [NSC 96-2221-E-239-008-MY2]

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The Electro-Fenton (E-Fenton) process combines the advantages of electrochemical and Fenton processes, which is an effective and popular advanced oxidation process (AOP) for treating textile wastewater. Dynamically regulating the E-Fenton process is still difficult; however, it is critical for reducing operation costs and enhancing process performance. This paper presents the potentials of on-line monitoring of Oxidation Reduction Potential (ORP) and Dissolved Oxygen (DO) as key parameters to control the E-Fenton process for textile wastewater treatment. Experimental results have shown that the monitored DO and ORP profiles have high correlations with the trends of H2O2, Fe+2 and Fe+3 variations, which can help to identify over-dosing of H2O2. Both the multiple regression and the Artificial Neural Network (ANN) models were applied to predict the required Fe+2 doses using the monitoring ORP, DO, and COD removal targets. Very precise prediction results with the correlation coefficients (R-2) of 0.95-0.99 were performed by the multiple regression models and the ANN models, respectively. As a result, the monitoring of DO and ORP have high potentials to effectively control the E-Fenton and contribute to the benefit of chemical cost savings. (C) 2012 Elsevier B.V. All rights reserved.

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