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An analysis of synergistic and antagonistic behavior during BTEX removal in batch system using response surface methodology
Authors:Jo Mi-Seon  Rene Eldon R  Kim Soo-Hong  Park Hung-Suck
Affiliation:Department of Civil and Environmental Engineering, University of Ulsan, San-29 Moogu-2 Dong, Nam-Gu, Ulsan 680-749, South Korea.
Abstract:The removal of benzene, toluene, ethylbenzene and xylene (BTEX) as quaternary mixtures were studied in batch systems using a well-defined mixed microbial culture. The synergistic and antagonistic effects of total BTEX removal (BTEXT-RE) due to the presence of mixed substrate was evaluated through experiments designed by response surface methodology (RSM). The low and high concentrations of individual BTEX were 15 and 75 mg l(-1), respectively. The results showed that, increasing the concentration of xylene increased the cumulative BTEX removal (BTEXT-RE), however the reverse occurred when benzene concentrations were increased from low to high levels. A mixed response of increasing and decreasing trend in the BTEXT-RE value was observed when either of toluene or ethylbenzene concentration was increased. When the concentrations of individual BTEX compounds were 30 mg l(-1), the BTEXT-RE was about 58%. Complete BTEXT-RE was achieved at optimal BTEX concentrations of 48.1, 45.6, 49.3 and 56.6 mg l(-1). The RSM approach was found efficient in explaining the main, squared and interaction effects among individual BTEX concentrations on the BTEXT-RE in a more statistically meaningful way.
Keywords:Adj SS  adjusted sum of squares  Adj MS  adjusted mean squares  ANOVA  analysis of variance  BTEX  benzene  toluene  ethylbenzene and xylene  BTEXT-RE  total BTEX removal  CCD  central composite design  DF  degrees of freedom  Fstatistics  Fischer's variance ratio  MSM  mineral salt media  P  probability value  RSM  response surface methodology  R2  coefficient of determination  Seq SS  sequential sum of squares  TPH  total petroleum hydrocarbon  USEPA  United States Environmental Protection Agency  o  m  p-X  isomers of xylene (ortho  meta and para)
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