Optimal conditions for the biological removal of ammonia from wastewater of a petrochemical plant using the response surface methodology

High concentrations of nitrogen compounds, such as ammonia observed in the petrochemical industry, are the major environmental pollutants. Therefore, effective and inexpensive methods are needed for its treatment. Biological treatment of various pollutants is a low cost and biocompatible replacement...

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Main Authors: M. Samimi, M. Shahriari Moghadam
Format: Article
Language:English
Published: GJESM Publisher 2018-07-01
Series:Global Journal of Environmental Science and Management
Subjects:
Online Access:http://www.gjesm.net/article_30854_b8b321e88cb800c944964ee6d7edfbd7.pdf
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spelling doaj-dea4a0897bd9485198eb808451db02d32021-02-02T01:17:56ZengGJESM PublisherGlobal Journal of Environmental Science and Management2383-35722383-38662018-07-014331532410.22034/GJESM.2018.03.00530854Optimal conditions for the biological removal of ammonia from wastewater of a petrochemical plant using the response surface methodologyM. Samimi0M. Shahriari Moghadam1Department of Chemical Engineering, Faculty of Energy, Kermanshah University of Technology, Kermanshah, IranDepartment of Environmental Sciences, Faculty of Natural Resources, University of Zabol, Zabol, IranHigh concentrations of nitrogen compounds, such as ammonia observed in the petrochemical industry, are the major environmental pollutants. Therefore, effective and inexpensive methods are needed for its treatment. Biological treatment of various pollutants is a low cost and biocompatible replacement for current physico-chemical systems. The use of aquatic plants is an effective way to absorb the nutrient pollutants. In this study, the optimal operating conditions in the biological removal of ammonia from the urea-ammonia wastewater of Kermanshah Petrochemical Company by Lemna gibba were determined using the response surface methodology. Lemna gibba was collected from the ponds around Kermanshah and maintained in a nutrient medium. Effect of the main operational variables such as ammonia concentration, residence time and Lemna gibba to surface ratio on optimal conditions of ammonia removal from wastewater has been analyzed using  the Box-Behnken model design of experiments. Model numerical optimization was performed to achieve the maximum amount of ammonia removal from wastewater. The ammonia removal percentage varied from 13% to 88%, but the maximum amount of ammonia removal was determined at ammonia concentration of 5 ppm and Lemna gibba residence time of 11 days in wastewater based on the quadratic model. Lemna gibba to surface ratio of 2:5 was measured at 96.449%. After optimization, validation of ammonia removal was performed under optimum conditions and measured at 92.07%. Based on the experimental design and the predicted under model conditions, the maximum amounts of ammonia removal percentage in the experiments were 82.84% and 88.33% respectively, indicating the high accuracy of the model to determine the optimum conditions for the ammonia removal from wastewater.http://www.gjesm.net/article_30854_b8b321e88cb800c944964ee6d7edfbd7.pdfAmmonia removalLemna gibbaPetrochemical WastewaterResponse surface methodologyOptimization
collection DOAJ
language English
format Article
sources DOAJ
author M. Samimi
M. Shahriari Moghadam
spellingShingle M. Samimi
M. Shahriari Moghadam
Optimal conditions for the biological removal of ammonia from wastewater of a petrochemical plant using the response surface methodology
Global Journal of Environmental Science and Management
Ammonia removal
Lemna gibba
Petrochemical Wastewater
Response surface methodology
Optimization
author_facet M. Samimi
M. Shahriari Moghadam
author_sort M. Samimi
title Optimal conditions for the biological removal of ammonia from wastewater of a petrochemical plant using the response surface methodology
title_short Optimal conditions for the biological removal of ammonia from wastewater of a petrochemical plant using the response surface methodology
title_full Optimal conditions for the biological removal of ammonia from wastewater of a petrochemical plant using the response surface methodology
title_fullStr Optimal conditions for the biological removal of ammonia from wastewater of a petrochemical plant using the response surface methodology
title_full_unstemmed Optimal conditions for the biological removal of ammonia from wastewater of a petrochemical plant using the response surface methodology
title_sort optimal conditions for the biological removal of ammonia from wastewater of a petrochemical plant using the response surface methodology
publisher GJESM Publisher
series Global Journal of Environmental Science and Management
issn 2383-3572
2383-3866
publishDate 2018-07-01
description High concentrations of nitrogen compounds, such as ammonia observed in the petrochemical industry, are the major environmental pollutants. Therefore, effective and inexpensive methods are needed for its treatment. Biological treatment of various pollutants is a low cost and biocompatible replacement for current physico-chemical systems. The use of aquatic plants is an effective way to absorb the nutrient pollutants. In this study, the optimal operating conditions in the biological removal of ammonia from the urea-ammonia wastewater of Kermanshah Petrochemical Company by Lemna gibba were determined using the response surface methodology. Lemna gibba was collected from the ponds around Kermanshah and maintained in a nutrient medium. Effect of the main operational variables such as ammonia concentration, residence time and Lemna gibba to surface ratio on optimal conditions of ammonia removal from wastewater has been analyzed using  the Box-Behnken model design of experiments. Model numerical optimization was performed to achieve the maximum amount of ammonia removal from wastewater. The ammonia removal percentage varied from 13% to 88%, but the maximum amount of ammonia removal was determined at ammonia concentration of 5 ppm and Lemna gibba residence time of 11 days in wastewater based on the quadratic model. Lemna gibba to surface ratio of 2:5 was measured at 96.449%. After optimization, validation of ammonia removal was performed under optimum conditions and measured at 92.07%. Based on the experimental design and the predicted under model conditions, the maximum amounts of ammonia removal percentage in the experiments were 82.84% and 88.33% respectively, indicating the high accuracy of the model to determine the optimum conditions for the ammonia removal from wastewater.
topic Ammonia removal
Lemna gibba
Petrochemical Wastewater
Response surface methodology
Optimization
url http://www.gjesm.net/article_30854_b8b321e88cb800c944964ee6d7edfbd7.pdf
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