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响应面法在黑曲霉对水溶液中铅生物吸附优化中的应用。

Application of response surface methodology for optimization of lead biosorption in an aqueous solution by Aspergillus niger.

作者信息

Amini Malihe, Younesi Habibollah, Bahramifar Nader, Lorestani Ali Akbar Zinatizadeh, Ghorbani Farshid, Daneshi Ali, Sharifzadeh Mazyar

机构信息

Department of Environmental Science, Faculty of Natural Resources and Marine Sciences, Tarbiat Modares University, Imam Reza Street, P.O. Box 46414-356, Noor, Iran.

出版信息

J Hazard Mater. 2008 Jun 15;154(1-3):694-702. doi: 10.1016/j.jhazmat.2007.10.114. Epub 2007 Nov 9.

Abstract

Response surface methodology was applied to optimize the removal of lead ion by Aspergillus niger in an aqueous solution. Experiments were conducted based on a rotatable central composite design (CCD) and analyzed using response surface methodology (RSM). The biosorption process was investigated as a function of three independent factors viz. initial solution pH (2.8-7.2), initial lead concentration (8-30 mg/l) and biomass dosage (1.6-6 g/l). The optimum conditions for the lead biosorption were found to be 3.44, 19.28 mg/l and 3.74 g/l, respectively, for initial solution pH, initial lead ion concentration and biomass dosage. Lead biosorption capacity on dead A. niger fungal biomass was enhanced by pretreatment using NaOH. Under these conditions, maximum biosorption capacity of the biomass for removal of lead ions was obtained to 96.21%. The desirability function was used to evaluate all the factors and response in the biosorption experiments in order to find an optimum point where the desired conditions could be obtained. The A. niger particles with clean surface and high porosity may have application as biosorbent for heavy metal removal from wastewater effluents.

摘要

采用响应面法优化黑曲霉对水溶液中铅离子的去除效果。实验基于旋转中心复合设计(CCD)进行,并使用响应面法(RSM)进行分析。研究了生物吸附过程与三个独立因素的关系,即初始溶液pH值(2.8 - 7.2)、初始铅浓度(8 - 30 mg/l)和生物量剂量(1.6 - 6 g/l)。铅生物吸附的最佳条件分别为初始溶液pH值3.44、初始铅离子浓度19.28 mg/l和生物量剂量3.74 g/l。通过NaOH预处理提高了死黑曲霉真菌生物量对铅的生物吸附能力。在此条件下,生物量对铅离子的最大去除生物吸附容量达到96.21%。采用合意性函数评估生物吸附实验中的所有因素和响应,以找到可获得理想条件的最佳点。表面清洁且孔隙率高的黑曲霉颗粒可作为生物吸附剂用于去除废水排放中的重金属。

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