Rapid evaluation of leaching potential of heavy metals from municipal solid waste incineration fly ash

被引:36
作者
Yue, Yang [1 ]
Liu, Zeyuan [1 ]
Liu, Zhongzhe [2 ]
Zhang, Jia [1 ]
Lu, Min [1 ]
Zhou, Jizhi [1 ]
Qian, Guangren [1 ]
机构
[1] Shanghai Univ, Sch Environm & Chem Engn, 99 Shangda Rd, Shanghai 200444, Peoples R China
[2] Marquette Univ, Dept Civil Construct & Environm Engn, Milwaukee, WI 53233 USA
关键词
Leaching characteristics; Rapid detection; Heavy metals; MSWI fly ash; HEALTH-RISK ASSESSMENT; CHEMICAL SPECIATION; TRACE-ELEMENTS; WASHING-PRETREATMENT; MICROWAVE DIGESTION; SOLIDIFICATION/STABILIZATION; DEGRADATION; ENRICHMENT; PARTICLES; POLLUTION;
D O I
10.1016/j.jenvman.2019.02.098
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Municipal solid waste incineration fly ash is directly landfilled after solidification in the industry. The rapid evaluation of contaminant leaching is required before the landfill of fly ash. In order to reduce the time to evaluate the effect of solidification, a set of rapid evaluation method was developed through the determination of characteristic index, heavy metal leaching analysis, principal component analysis, and mathematical model construction. It was found that f-CaO, acid neutralizing capacity, pH and soluble calcium were negatively correlated with heavy metal leaching. The soluble chlorine was positively correlated with heavy metal leaching. The effect of each feature indicators on heavy metal leaching was evaluated using principal component analysis and mathematical analysis software R.3.4.4. Furthermore, R.3.4.4 was used to detect the optimal model and the excess probability formula by stepwise linear regression and logistic regression analysis method. By introducing the measured value of feature indicator into the excess probability formula, the rate of excess-standard of heavy metals leaching can be preliminarily determined. Based on the above ideas, a rapid detection and evaluation system could be developed according to the local leaching standards and the components of fly ash selected locally.
引用
收藏
页码:144 / 152
页数:9
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