TY - JOUR
T1 - Application of response surface methodology for optimization of natural organic matter degradation by UV/H2O2 advanced oxidation process
AU - Rezaee, Reza
AU - Maleki, Afshin
AU - Jafari, Ali
AU - Mazloomi, Sajad
AU - Zandsalimi, Yahya
AU - Mahvi, Amir H.
PY - 2014
Y1 - 2014
N2 - Background: In this research, the removal of natural organic matter from aqueous solutions using advanced oxidation processes (UV/H2O 2) was evaluated. Therefore, the response surface methodology and Box-Behnken design matrix were employed to design the experiments and to determine the optimal conditions. The effects of various parameters such as initial concentration of H2O2 (100-180 mg/L), pH (3-11), time (10-30 min) and initial total organic carbon (TOC) concentration (4-10 mg/L) were studied. Results: Analysis of variance (ANOVA), revealed a good agreement between experimental data and proposed quadratic polynomial model (R2 = 0.98). Experimental results showed that with increasing H2O 2 concentration, time and decreasing in initial TOC concentration, TOC removal efficiency was increased. Neutral and nearly acidic pH values also improved the TOC removal. Accordingly, the TOC removal efficiency of 78.02% in terms of the independent variables including H2O2 concentration (100 mg/L), pH (6.12), time (22.42 min) and initial TOC concentration (4 mg/L) were optimized. Further confirmation tests under optimal conditions showed a 76.50% of TOC removal and confirmed that the model is accordance with the experiments. In addition TOC removal for natural water based on response surface methodology optimum condition was 62.15%. Conclusions: This study showed that response surface methodology based on Box-Behnken method is a useful tool for optimizing the operating parameters for TOC removal using UV/H2O2 process.
AB - Background: In this research, the removal of natural organic matter from aqueous solutions using advanced oxidation processes (UV/H2O 2) was evaluated. Therefore, the response surface methodology and Box-Behnken design matrix were employed to design the experiments and to determine the optimal conditions. The effects of various parameters such as initial concentration of H2O2 (100-180 mg/L), pH (3-11), time (10-30 min) and initial total organic carbon (TOC) concentration (4-10 mg/L) were studied. Results: Analysis of variance (ANOVA), revealed a good agreement between experimental data and proposed quadratic polynomial model (R2 = 0.98). Experimental results showed that with increasing H2O 2 concentration, time and decreasing in initial TOC concentration, TOC removal efficiency was increased. Neutral and nearly acidic pH values also improved the TOC removal. Accordingly, the TOC removal efficiency of 78.02% in terms of the independent variables including H2O2 concentration (100 mg/L), pH (6.12), time (22.42 min) and initial TOC concentration (4 mg/L) were optimized. Further confirmation tests under optimal conditions showed a 76.50% of TOC removal and confirmed that the model is accordance with the experiments. In addition TOC removal for natural water based on response surface methodology optimum condition was 62.15%. Conclusions: This study showed that response surface methodology based on Box-Behnken method is a useful tool for optimizing the operating parameters for TOC removal using UV/H2O2 process.
KW - Natural organic matter
KW - Response surface methodology
KW - Total organic carbon
UR - http://www.scopus.com/inward/record.url?scp=84904654153&partnerID=8YFLogxK
U2 - 10.1186/2052-336X-12-67
DO - 10.1186/2052-336X-12-67
M3 - Article
AN - SCOPUS:84904654153
SN - 2052-336X
VL - 12
JO - Journal of Environmental Health Science and Engineering
JF - Journal of Environmental Health Science and Engineering
IS - 1
M1 - 67
ER -