A response surface methodology (RSM) applying central composite design with rotatable full factorial (14 non-center and six center points) was used to discern the effect of granular activated carbon (GAC), sand and pH on total trihalomethanes (TTHMs) and humic acid (HA) removal from drinking water. Results showed efficient TTHMs and HA removal by GAC while a sand column showed little effect for TTHMs but was significant for total organic carbon (TOC) removal. With GAC and a sand column of 4 cm, a pH increase from 6 to 8 caused an increase in TTHM removal from 79.8 to 83.6% while a decrease in HA removal from 26.6 to 6.6% was observed. An increase in GAC column depth from 10 to 20 cm caused a slight increase in TTHM removal from 99.4 to 99.7%, while TOC removal was increased from an average of 38.85% to 57.4% removal. The developed quadratic model for TTHM removal (p = 0.048) and linear model for TOC removal (p = 0.039) were significant. GAC column depth (p < 0.0117) and column depth2 (p < 0.039) were the most significant factors. A 98% TTHMs, 30%TOC and 51% residual chlorine removal were optimized at 9 cm GAC and 4 cm sand column depth at pH 8 with desirability factor (D) 0.64.
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Research Article|
December 30 2015
Optimization of total trihalomethanes' (TTHMs) and their precursors' removal by granulated activated carbon (GAC) and sand dual media by response surface methodology (RSM)
Sajida Rasheed;
1School of Civil and Environmental Engineering (SCEE), Institute of Environmental Sciences and Engineering (IESE), National University of Sciences and Technology, NUST, H-12 sector, Islamabad, Pakistan
E-mail: [email protected]
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Luiza. C. Campos;
Luiza. C. Campos
2Civil Environmental and Geomatic Engineering Department, University College of London, London WC1E 6BT, UK
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Jong. K. Kim;
Jong. K. Kim
3Department of Civil Engineering, Kyungnam University, Changwon, South Korea
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Qizhi Zhou;
Qizhi Zhou
2Civil Environmental and Geomatic Engineering Department, University College of London, London WC1E 6BT, UK
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Imran Hashmi
Imran Hashmi
1School of Civil and Environmental Engineering (SCEE), Institute of Environmental Sciences and Engineering (IESE), National University of Sciences and Technology, NUST, H-12 sector, Islamabad, Pakistan
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Water Supply (2016) 16 (3): 783–793.
Article history
Received:
August 25 2015
Accepted:
November 24 2015
Citation
Sajida Rasheed, Luiza. C. Campos, Jong. K. Kim, Qizhi Zhou, Imran Hashmi; Optimization of total trihalomethanes' (TTHMs) and their precursors' removal by granulated activated carbon (GAC) and sand dual media by response surface methodology (RSM). Water Supply 1 June 2016; 16 (3): 783–793. doi: https://doi.org/10.2166/ws.2015.175
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