A new approach to optimise an annular slurry photoreactor system for the degradation of Congo Red: Statistical analysis and modelling

被引:50
作者
Chong, Meng Nan [1 ,2 ]
Jin, Bo [1 ,2 ]
Chow, Christopher W. K.
Saint, Chris P.
机构
[1] Univ Adelaide, Sch Earth & Environm Sci, Adelaide, SA 5005, Australia
[2] Univ Adelaide, Sch Chem Engn, Adelaide, SA 5005, Australia
基金
澳大利亚研究理事会;
关键词
TiO2; Congo Red; Annular slurry reactor; Optimisation; Statistical analysis; Design of experiment; Modelling; PHOTOCATALYTIC DEGRADATION; WATER; TIO2; PERFORMANCE;
D O I
10.1016/j.cej.2009.04.027
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study utilised design of experiment, and statistical and modelling tools to understand and optimise photodegradation performance of an annular slurry photoreactor (ASP) system using a newly developed titania impregnated kaolinite photocatalyst (TiO2-K) for the degradation of Congo Red (CR). Using a Taguchi orthogonal array of L-9 (3)(4), only 9 experiments were required, instead of 81 experiments in a conventional one-factor-at-a-time approach, to optimise the operational factors of TiO2-K loading, pH, aeration rate and CR concentration. and to determine their synergistic factor interactions in the ASP system. The apparent first-order rate constants estimated from the Langmuir-Hinshelwood (L-H) model were assigned as the output responses in the designed array. Analysis of variance showed that the CR concentration appears to be the most significant factor, while pH is the least influential on the photodegradation rate. The response surface model with Box-Cox power iterative procedure was used to model the different output responses and determine the synergistic interactions between the system factors. The optimal operating conditions obtained from numerical simulation were regressed to yield an empirical predictive model for modelling the photoactivity in the ASP system. It is anticipated that this statistical model can be used as an effective design tool for scaling up a photocatalytic process for water treatment. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:158 / 166
页数:9
相关论文
共 21 条
[1]   Photocatalytic water treatment: solar energy applications [J].
Bahnemann, D .
SOLAR ENERGY, 2004, 77 (05) :445-459
[2]   Novel technique to characterize the hydrodynamics and analyze the performance of a fluidized-bed photocatalytic reactor for wastewater treatment [J].
Bhargava, A ;
Kabir, MF ;
Vaisman, E ;
Langford, CH ;
Kantzas, A .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2004, 43 (04) :980-989
[3]   AN ANALYSIS OF TRANSFORMATIONS [J].
BOX, GEP ;
COX, DR .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1964, 26 (02) :211-252
[4]   TAGUCHI SYSTEM OF EXPERIMENTAL-DESIGN AND DATA-ANALYSIS - A QUALITY ENGINEERING TECHNOLOGY FOR THE FOOD-INDUSTRY [J].
CHARTERIS, W .
JOURNAL OF THE SOCIETY OF DAIRY TECHNOLOGY, 1992, 45 (02) :33-49
[5]   Factors affecting the performance of a low-pressure submerged membrane photocatalytic reactor [J].
Chin, Sze Sze ;
Lim, Tuti Mariana ;
Chiang, Ken ;
Fane, Anthony Gordon .
CHEMICAL ENGINEERING JOURNAL, 2007, 130 (01) :53-63
[6]   Synthesis and characterisation of novel titania impregnated kaolinite nano-photocatalyst [J].
Chong, Meng Nan ;
Vimonses, Vipasiri ;
Lei, Shaomin ;
Jin, Bo ;
Chow, Chris ;
Saint, Chris .
MICROPOROUS AND MESOPOROUS MATERIALS, 2009, 117 (1-2) :233-242
[7]   Application of H-titanate nanofibers for degradation of Congo Red in an annular slurry photoreactor [J].
Chong, Meng Nan ;
Jin, Bo ;
Zhu, H. Y. ;
Chow, C. W. K. ;
Saint, Chris .
CHEMICAL ENGINEERING JOURNAL, 2009, 150 (01) :49-54
[8]  
CHONG MN, SEP PURIF T IN PRESS, DOI DOI 10.1016/J.SEPPUR.2009.G4.001
[9]  
Cook R. D., 1982, Residuals and influence in regression
[10]   Optimized photocatalytic degradation of Alcian Blue 8 GX in the presence of TiO2 suspensions [J].
Florentina Caliman, Anca ;
Cojocaru, Comehu ;
Antoniadis, Apostolos ;
Poulios, Ioannis .
JOURNAL OF HAZARDOUS MATERIALS, 2007, 144 (1-2) :265-273