Response surface methodology (RSM) analysis of organic acid production for Kaolin beneficiation by Aspergillus niger

被引:81
作者
Aghaie, E. [2 ]
Pazouki, M. [1 ]
Hosseini, M. R. [2 ]
Ranjbar, M. [2 ]
Ghavipanjeh, F. [1 ]
机构
[1] Mat & Energy Res Ctr, Dept Energy, Environm Grp, Karaj, Iran
[2] Shahid Bahonar Univ, Dept Mineral Proc, Fac Engn, Kerman, Iran
基金
美国国家科学基金会;
关键词
Response surface; Kaolin; Iron; Aspergillus niger; Bioleaching; OXALIC-ACID; CITRIC-ACID; IRON-OXIDES; OPTIMIZATION; FERMENTATION; DISSOLUTION; CULTURE; REMOVAL; DESIGNS; METALS;
D O I
10.1016/j.cej.2008.07.008
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the present investigation, Aspergillus niger isolated from pistachio shelf was applied to remove iron impurities from an Iranian kaolin sample. In order to study the effects of initial pH, sucrose and spore concentration on oxalic and citric acid production, and consequently iron dissolution, response surface methodology based on a five-level, three-variable central composite design of experiments was employed. Three models were suggested to predict response values based on the mentioned variables. The most important variables on iron dissolution were initial pH, sucrose and spore concentration, respectively. Also, the highest iron concentration, 311.30 mg/l, was obtained when initial pH was 2, sucrose concentration, 70 g/l, and spore concentration, 35 x 10(7) spore/1, and represented the removal of 67.4% of the total iron contents of the clay. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:245 / 251
页数:7
相关论文
共 37 条
  • [1] Bohlmann JT, 1998, BIOPROCESS ENG, V19, P337
  • [2] MULTI-FACTOR EXPERIMENTAL-DESIGNS FOR EXPLORING RESPONSE SURFACES
    BOX, GEP
    HUNTER, JS
    [J]. ANNALS OF MATHEMATICAL STATISTICS, 1957, 28 (01): : 195 - 241
  • [3] LEACHING OF METALS WITH FUNGI
    BURGSTALLER, W
    SCHINNER, F
    [J]. JOURNAL OF BIOTECHNOLOGY, 1993, 27 (02) : 91 - 116
  • [4] Cameselle C, 1997, J CHEM TECHNOL BIOT, V70, P349, DOI 10.1002/(SICI)1097-4660(199712)70:4<349::AID-JCTB791>3.3.CO
  • [5] 2-W
  • [6] Iron removal from kaolin.: Comparison between "in situ" and "two-stage" bioleaching processes
    Cameselle, C
    Ricart, MT
    Núñez, W
    Lema, JM
    [J]. HYDROMETALLURGY, 2003, 68 (1-3) : 97 - 105
  • [7] PHOTOCHEMICAL DISSOLUTION OF GOETHITE IN ACID OXALATE SOLUTION
    CORNELL, RM
    SCHINDLER, PW
    [J]. CLAYS AND CLAY MINERALS, 1987, 35 (05) : 347 - 352
  • [8] Statistical designs and response surface techniques for the optimization of chromatographic systems
    Costa Ferreira, Sergio Luis
    Bruns, Roy Edward
    Paranhos da Silva, Erik Galvao
    Lopes dos Santos, Walter Nei
    Quintella, Cristina Maria
    David, Jorge Mauricio
    Bittencourt de Andrade, Jailson
    Breitkreitz, Marcia Cristina
    Sales Fontes Jardim, Isabel Cristina
    Barros Neto, Benicio
    [J]. JOURNAL OF CHROMATOGRAPHY A, 2007, 1158 (1-2) : 2 - 14
  • [9] Haq IU, 2003, LETT APPL MICROBIOL, V36, P302, DOI 10.1046/j.1472-765X.2003.01313.x
  • [10] Bioleaching of iron from highly contaminated kaolin clay by Aspergillus niger
    Hosseini, M. R.
    Pazouki, M.
    Ranjbar, M.
    Habibian, M.
    [J]. APPLIED CLAY SCIENCE, 2007, 37 (3-4) : 251 - 257