Decision Tree Model to Classify Wastewater Evaporation

被引：0

作者：

Li, Fangtian ^{[1
]}

Zhang, Xin ^{[1
]}

Ji, Yun ^{[1
]}

机构：

[1] Univ North Dakota, Dept Chem Engn, Grand Forks, ND 58202 USA

来源：

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH | 2023年 / 62卷 / 20期

关键词：

Condition - Crystallization process - Decision-tree model - Energy savings - Energy-savings - Evaporation process - Mechanical - Saline wastewater treatment - Vapour recompression - Wastewater samples;

D O I：

10.1021/acs.iecr.3c00250

中图分类号：

TQ [化学工业];

学科分类号：

0817 ;

摘要：

Mechanical vapor recompression (MVR) is an energy-saving evaporation and crystallization process for saline wastewater treatments; however, its proper application depends on many conditions. We performed evaporation experiments on 57 wastewater samples, with ten parameters generated for each sample, then performed decision tree models to determine if the samples were directly suitable for mechanical vapor recompression. Our results indicated that the decision tree analysis successfully classified our samples, and exergy analysis demonstrated MVR had great energy saving potential.

引用

页码：8111 / 8117

页数：7