Optimization and statistical modelling of cadmium biosorption process in aqueous medium by Aspergillus niger using response surface methodology and principal component analysis

被引:30
|
作者
Bhateria, Rachna [1 ]
Dhaka, Renu [1 ]
机构
[1] Maharshi Dayanand Univ, Dept Environm Sci, Rohtak 124001, Haryana, India
关键词
Biosorption; Optimization; Aspergillus niger; Response surface methodology; Box - Behnken design; Principal component analysis; ELECTROPLATING INDUSTRY EFFLUENT; HEAVY-METALS; WASTE-WATER; REMOVAL; ADSORPTION; COPPER; BIOREMEDIATION; EXTRACTION; KINETICS; ZN(II);
D O I
10.1016/j.ecoleng.2019.05.010
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Biosorption is an efficient technology for the decontamination of metals from industrial wastewater. In present study, cadmium resistant fungal strain Aspergillus niger was isolated from the effluent of electroplating industry. The effect of five independent variables i.e. pH (2-8), initial Cd(II) ion concentration (20-180 mg/L), biomass dosage (0.5-2.5 g/mL), temperature (10-60 degrees C) and contact time (10-80 min) was studied on Cd(II) biosorption by employing Aspergillus niger using batch mode. Optimum conditions were selected for maximum biosorption. The experimental design i.e. Box- Behnken design (BBD) was aimed at distinguishing the optimum levels of the above selected process variables. Maximum biosorption was achieved at pH 5.0, initial Cd(II) concentration (100 mg/L), biomass dosage (1.5 g/mL), temperature (35 degrees C) and contact time (45 min). At optimum conditions, 93% removal of cadmium ions was achieved. The Principal component analysis (PCA) was performed to spot the correlation between the various parameters.
引用
收藏
页码:127 / 138
页数:12
相关论文
共 50 条
  • [1] Statistical modeling and optimization of the cadmium biosorption process in an aqueous solution using Aspergillus niger
    Amini, Malihe
    Younesi, Habibollah
    Bahramifar, Nader
    COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS, 2009, 337 (1-3) : 67 - 73
  • [2] Application of response surface methodology for optimization of lead biosorption in an aqueous solution by Aspergillus niger
    Amini, Malihe
    Younesi, Habibollah
    Bahramifar, Nader
    Lorestani, Ali Akbar Zinatizadeh
    Ghorbani, Farshid
    Daneshi, Ali
    Sharifzadeh, Mazyar
    JOURNAL OF HAZARDOUS MATERIALS, 2008, 154 (1-3) : 694 - 702
  • [3] Optimization of a Natural Medium for Cellulase by a Marine Aspergillus niger Using Response Surface Methodology
    Xue, Dong-Sheng
    Chen, Hui-Yin
    Lin, Dong-Qiang
    Guan, Yi-Xin
    Yao, Shan-Jing
    APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY, 2012, 167 (07) : 1963 - 1972
  • [4] Optimization of a Natural Medium for Cellulase by a Marine Aspergillus niger Using Response Surface Methodology
    Dong-Sheng Xue
    Hui-Yin Chen
    Dong-Qiang Lin
    Yi-Xin Guan
    Shan-Jing Yao
    Applied Biochemistry and Biotechnology, 2012, 167 : 1963 - 1972
  • [5] Optimization of medium composition for the production of glucosyltransferase by Aspergillus niger with response surface methodology
    Lee, SL
    Chen, WC
    ENZYME AND MICROBIAL TECHNOLOGY, 1997, 21 (06) : 436 - 440
  • [6] Biosorption of nickel(II) from aqueous solution by Aspergillus niger: Response surface methodology and isotherm study
    Amini, Malihe
    Younesi, Habibollah
    Bahramifar, Nader
    CHEMOSPHERE, 2009, 75 (11) : 1483 - 1491
  • [7] Optimization of Medium Composition for Antibacterial Substance Production by Aspergillus niger xj using Response Surface Methodology
    Li, Zhu
    Liu, Song
    Song, Yuan
    Liu, Wu-Juan
    Chen, Xue
    Wang, Qiang
    Ge, Yong-Yi
    Shi, Miao-Xiao
    Jin, Yi
    JOURNAL OF PURE AND APPLIED MICROBIOLOGY, 2014, 8 (02): : 1635 - 1643
  • [8] Optimization of Fermentation Medium for Extracellular Lipase Production from Aspergillus niger Using Response Surface Methodology
    Jia, Jia
    Yang, Xiaofeng
    Wu, Zhiliang
    Zhang, Qian
    Lin, Zhi
    Guo, Hongtao
    Lin, Carol Sze Ki
    Wang, Jianying
    Wang, Yunshan
    BIOMED RESEARCH INTERNATIONAL, 2015, 2015
  • [9] Application of response surface methodology for optimization of cadmium biosorption in an aqueous solution by Saccharomyces cerevisiae
    Ghorbani, Farshid
    Younesi, Habibollah
    Ghasempouri, Seyed Mahmoud
    Zinatizadeh, Ali Akbar
    Amini, Mahlihe
    Daneshi, Ali
    CHEMICAL ENGINEERING JOURNAL, 2008, 145 (02) : 267 - 275
  • [10] Optimization of lead and cadmium biosorption by Lactobacillus acidophilus using response surface methodology
    Afraz, Vahideh
    Younesi, Habibollah
    Bolandi, Marzieh
    Hadiani, Mohammad Rasoul
    BIOCATALYSIS AND AGRICULTURAL BIOTECHNOLOGY, 2020, 29