关于废物焚烧地底灰中贵金属含量的统计分析
Monika Chuchro1, Radosław Jędrusiak2, Barbara Bielowicz3
1Department of Geoinformatics and Applied Computer Science, Faculty of Geology, Geophysics and Environment Protection, AGH University of Krakow, Krakow, Poland. chuchro@agh.edu.pl.
像白银和黄金这样的贵金属高度集中在焚烧炉底灰 (IBA) 中,提供了重要的循环经济潜力. 分析显示金属水平一致,异常值提高了贵金属回收的潜在投资回报.
科学领域:
- 环境科学 环境科学
- 材料科学 材料科学 材料科学
- 废物管理 废物管理
背景情况:
- 从焚烧炉底灰中回收贵金属 (IBA) 支持循环经济原则.
- IBA含有远高于地球地的贵金属度.
研究的目的:
- 在IBA中分析贵金属度 (Ag,Au,Pd,Pt).
- 评估金属度的时间趋势,季节性和异常值.
- 评估从IBA回收贵金属的潜力.
主要方法:
- 数据分析遵循了CRISP-DM方法.
- 使用了统计和数据挖掘技术.
- 使用时间序列分析来检查金属度模式.
主要成果:
- 平均度:Ag-6973 ppb,Au-313.90 ppb,Pd-41.26 ppb,Pt-13.81 ppb. 这两种类型的度均为1%.
- 银的度高于欧洲同类植物;黄金的度相当;白金和的度较低.
- 时间序列分析显示没有显著的趋势或季节性,但有很多异常值.
结论:
- 在IBA中贵金属的静止性质表明了持续的回收潜力.
- 金属度的异常值可以提高回收操作的经济可行性.
- IBA代表了贵金属的宝贵二次资源.
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