Response surface modeling and optimization of chromium(VI) removal from aqueous solution using Tamarind wood activated carbon in batch process

被引:285
作者
Sahu, J. N. [1 ,3 ]
Acharya, Jyotikusum [2 ]
Meikap, B. C. [1 ,4 ]
机构
[1] Indian Inst Technol, Dept Chem Engn, Kharagpur 721302, W Bengal, India
[2] RGTU, Sch Energy & Environm Management, Bhopal, Madhya Pradesh, India
[3] Univ Malaya, Fac Engn, Dept Chem Engn, Kuala Lumpur 50603, Malaysia
[4] Univ Kwazulu Natal, Sch Chem Engn, ZA-4041 Durban, South Africa
关键词
Adsorption; Activated carbon; Modeling; Optimization; Response surface method; Wastewater treatment; WASTE-WATER; HEXAVALENT CHROMIUM; ADSORPTION; PERFORMANCE; REDUCTION; CR(III); PB(II);
D O I
10.1016/j.jhazmat.2009.07.075
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The present paper discusses response surface methodology (RSM) as an efficient approach for predictive model building and optimization of chromium adsorption on developed activated carbon. In this work the application of RSM is presented for optimizing the removal of Cr(VI) ions from aqua solutions using activated carbon as adsorbent. All experiments were performed according to statistical designs in order to develop the predictive regression models used for optimization. The optimization of adsorption of chromium on activated carbon was carried out to ensure a high adsorption efficiency at low adsorbent dose and high initial concentration of Cr(VI). While the goal of adsorption of chromium optimization was to improve adsorption conditions in batch process, i.e., to minimize the adsorbent dose and to increase the initial concentration of Cr(VI). In the adsorption experiments a laboratory developed Tamarind wood activated carbon made of chemical activation (zinc chloride) was used. A 2(4) full factorial central composite design experimental design was employed. Analysis of variance (ANOVA) showed a high coefficient of determination value (R-2 = 0.928) and satisfactory prediction second-order regression model was derived. Maximum chromium removal efficiency was predicted and experimentally validated. The optimum adsorbent dose, temperature, initial concentration of Cr(VI) and initial pH of the Cr(VI) solution were found to be 4.3 g/l, 32 degrees C, 20.15 mg/l and 5.41 respectively. Under optimal value of process parameters, high removal (>89%) was obtained for Cr(VI). (C) 2009 Published by Elsevier B.V.
引用
收藏
页码:818 / 825
页数:8
相关论文
共 35 条
[1]   A COMPARATIVE-STUDY FOR BIOSORPTION CHARACTERISTICS OF HEAVY-METAL IONS WITH C-VULGARIS [J].
AKSU, Z ;
KUTSAL, T .
ENVIRONMENTAL TECHNOLOGY, 1990, 11 (10) :979-987
[2]   Statistical optimization of adsorption processes for removal of 2,4-dichlorophenol by activated carbon derived from oil palm empty fruit bunches [J].
Bioenvironmental Engineering Research Unit, Department of Biotechnology Engineering, Faculty of Engineering, Jalan Gombak, 53100 Kuala Lumpur, Malaysia .
J. Environ. Sci., 2007, 6 (674-677) :674-677
[3]  
[Anonymous], 1990, EPA625590025
[4]   2K-P FRACTIONAL FACTORIAL DESIGNS .1. [J].
BOX, GE ;
HUNTER, JS .
TECHNOMETRICS, 1961, 3 (03) :311-&
[5]   MULTI-FACTOR EXPERIMENTAL-DESIGNS FOR EXPLORING RESPONSE SURFACES [J].
BOX, GEP ;
HUNTER, JS .
ANNALS OF MATHEMATICAL STATISTICS, 1957, 28 (01) :195-241
[6]   Adsorption isotherms for describing heavy-metal retention in paper mill sludges [J].
Calace, N ;
Di Muro, A ;
Nardi, E ;
Petronio, BM ;
Pietroletti, M .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2002, 41 (22) :5491-5497
[7]   LIQUID MEMBRANE MULTIPLE EMULSION PROCESS OF CHROMIUM(VI) SEPARATION FROM WASTE-WATERS [J].
CHAKRAVARTI, AK ;
CHOWDHURY, AK ;
CHOWDHURY, SB ;
CHAKRABARTY, S ;
CHAKRABARTY, T ;
MUKHERJEE, DC .
COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS, 1995, 103 (1-2) :59-71
[8]  
Demirbas E, 2004, WATER SA, V30, P533
[9]   Column performance of granular activated carbon packed bed for Pb(II) removal [J].
Dwivedi, Chandra P. ;
Sahu, J. N. ;
Mohanty, C. R. ;
Mohan, B. Raj ;
Meikap, B. C. .
JOURNAL OF HAZARDOUS MATERIALS, 2008, 156 (1-3) :596-603
[10]   Characterization of Cr(VI) binding and reduction to Cr(III) by the agricultural byproducts of Avena monida (Oat) biomass [J].
Gardea-Torresday, JL ;
Tiemann, KJ ;
Armendariz, V ;
Bess-Oberto, L ;
Chianelli, RR ;
Rios, J ;
Parsons, JG ;
Gamez, G .
JOURNAL OF HAZARDOUS MATERIALS, 2000, 80 (1-3) :175-188