Modeling and optimization of lime-based stabilization in high alkaline arsenic-bearing sludges with a central composite design. Issue 5 (16th April 2017)
- Record Type:
- Journal Article
- Title:
- Modeling and optimization of lime-based stabilization in high alkaline arsenic-bearing sludges with a central composite design. Issue 5 (16th April 2017)
- Main Title:
- Modeling and optimization of lime-based stabilization in high alkaline arsenic-bearing sludges with a central composite design
- Authors:
- Lei, Jie
Peng, Bing
Min, Xiaobo
Liang, Yanjie
You, Yang
Chai, Liyuan - Abstract:
- ABSTRACT: This study focuses on the modeling and optimization of lime-based stabilization in high alkaline arsenic-bearing sludges (HAABS) and describes the relationship between the arsenic leachate concentration (ALC) and stabilization parameters to develop a prediction model for obtaining the optimal process parameters and conditions. A central composite design (CCD) along with response surface methodology (RSM) was conducted to model and investigate the stabilization process with three independent variables: the Ca/As mole ratio, reaction time and liquid/solid ratio, along with their interactions. The obvious characteristic changes of the HAABS before and after stabilization were verified by X-ray diffraction (XRD), scanning electron microscopy (SEM), particle size distribution (PSD) and the community bureau of reference (BCR) sequential extraction procedure. A prediction model Y(ALC) with a statistically significant P -value <0.01 and high correlation coefficient R 2 = 93.22% was obtained. The optimal parameters were successfully predicted by the model for the minimum ALC of 0.312 mg/L, which was validated with the experimental result (0.306 mg/L). The XRD, SEM and PSD results indicated that crystal calcium arsenate Ca5 (AsO4 )3 OH and Ca4 (OH)2 (AsO4 )2 ·4H2 O formation played an important role in minimizing the ALC. The BCR sequential extraction results demonstrated that the treated HAABS were stable in a weak acidic environment for a short time but posed a potentialABSTRACT: This study focuses on the modeling and optimization of lime-based stabilization in high alkaline arsenic-bearing sludges (HAABS) and describes the relationship between the arsenic leachate concentration (ALC) and stabilization parameters to develop a prediction model for obtaining the optimal process parameters and conditions. A central composite design (CCD) along with response surface methodology (RSM) was conducted to model and investigate the stabilization process with three independent variables: the Ca/As mole ratio, reaction time and liquid/solid ratio, along with their interactions. The obvious characteristic changes of the HAABS before and after stabilization were verified by X-ray diffraction (XRD), scanning electron microscopy (SEM), particle size distribution (PSD) and the community bureau of reference (BCR) sequential extraction procedure. A prediction model Y(ALC) with a statistically significant P -value <0.01 and high correlation coefficient R 2 = 93.22% was obtained. The optimal parameters were successfully predicted by the model for the minimum ALC of 0.312 mg/L, which was validated with the experimental result (0.306 mg/L). The XRD, SEM and PSD results indicated that crystal calcium arsenate Ca5 (AsO4 )3 OH and Ca4 (OH)2 (AsO4 )2 ·4H2 O formation played an important role in minimizing the ALC. The BCR sequential extraction results demonstrated that the treated HAABS were stable in a weak acidic environment for a short time but posed a potential environmental risk after a long time. The results clearly confirm that the proposed three-factor CCD is an effective approach for modeling the stabilization of HAABS. However, further solidification technology is suggested for use after lime-based stabilization treatment of arsenic-bearing sludges. … (more)
- Is Part Of:
- Journal of environmental science and health. Volume 52:Issue 5(2017)
- Journal:
- Journal of environmental science and health
- Issue:
- Volume 52:Issue 5(2017)
- Issue Display:
- Volume 52, Issue 5 (2017)
- Year:
- 2017
- Volume:
- 52
- Issue:
- 5
- Issue Sort Value:
- 2017-0052-0005-0000
- Page Start:
- 449
- Page End:
- 458
- Publication Date:
- 2017-04-16
- Subjects:
- Arsenic-bearing sludges -- BCR sequential extraction -- calcium arsenate crystallization -- central composite design -- optimization -- response surface methodology -- stabilization
Environmental engineering -- Periodicals
Environmental sciences -- Periodicals
Ecology -- periodicals
Hazardous Substances -- periodicals
628 - Journal URLs:
- http://www.tandfonline.com/ ↗
- DOI:
- 10.1080/10934529.2016.1271668 ↗
- Languages:
- English
- ISSNs:
- 1093-4529
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4979.393300
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 313.xml