煤炭工程 ›› 2021, Vol. 53 ›› Issue (4): 166-171.doi: 10.11799/ce202104034

• 研究探讨 • 上一篇    下一篇

基于RSM-BBD的煤泥水沉降条件优化

张鹏,王志强   

  1. 中煤科工集团 南京设计研究院有限公司
  • 收稿日期:2020-08-24 修回日期:2020-12-30 出版日期:2021-04-20 发布日期:2021-05-17
  • 通讯作者: 张鹏 E-mail:zhangpeng198110@126.com

Optimization of slime water settlement condition based on RSM-BBD

  • Received:2020-08-24 Revised:2020-12-30 Online:2021-04-20 Published:2021-05-17
  • Contact: peng markzhang E-mail:zhangpeng198110@126.com

摘要: 针对选煤厂煤泥水沉降效果差的问题,通过优化煤泥水沉降条件来提高其沉降效果。利用煤泥水沉降试验,考察煤泥水浓度、pH和阴离子型聚丙烯酰胺(NPAM)用量对煤泥水沉降效果的影响,在此基础上采用Box-Behnken Design响应面法(RSM-BBD)进行条件优化试验,建立响应面回归模型,研究煤泥水浓度、pH、NPAM用量及其交互作用对煤泥水沉降综合指标的影响。结果表明,煤泥灰分为59.46%,粒度小于26.85μm的煤泥颗粒占90%,且黏土类矿物含量高|煤泥水浓度对综合指标的影响最大,煤泥水浓度与NPAM用量的交互作用对综合指标的影响最显著|优化后沉降条件为煤泥水浓度45g/L,pH值9,NPAM用量2.2mL,此时综合指标为3.64cm/(s·NTU),与预测值3.68cm/(s·NTU)非常接近。

关键词: 煤泥水, 沉降, 响应面法, 回归模型

Abstract: Aiming at the problem of poor settlement effect of slime water in coal preparation plant, the settlement effect of slime water was improved by optimizing the settlement condition of slime water. Firstly, the industrial, particle size and XRD analysis were carried out on the slime water, and then the slime water settlement test was carried out to investigate the influence of the slime water concentration, pH and the amount of anionic polyacrylamide on the slime water settlement effect. On this basis, box-Behnken Design response surface method (RSM-BBD) was used to carry out conditional optimization tests, and a response surface regression model was established to study the influence of slime water concentration, pH, NPAM dosage and their interactions on the comprehensive index of slime water settlement. The results showed that the coal ash content was 59.46%, 90% of the coal slime particles were smaller than 26.85 μm, and the content of clay minerals was high. The concentration of slime water has the greatest influence on the comprehensive index, and the interaction between the concentration of slime water and NPAM dosage has the most significant influence on the comprehensive index; After optimization, the settlement conditions were as follows: coal slime water concentration was 45 g·L-1, pH was 9, NPAM dosage was 2.2 mL, and then the comprehensive index was 3.64 cm·s-1·NTU-1, which was very close to the predicted value of 3.68 cm·s-1·NTU-1.

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