基于Box-Behnken响应曲面法的球磨工艺参数优化与分选效率提升研究

Optimization of ball milling parameters and improvement of separation efficiency based on the box-behnken response surface method

  • 摘要: 为解决河北某铁矿分选效率低的难题,根据该铁矿石的性质进行单因素试验,探究球磨机介质充填率、料球比和转速率对磨矿产品中铁精矿品位及回收率的影响。为研究磨矿过程中多元参数间的耦合效应规律,实现工艺参数优化,文章以单因素试验为基础,通过引入响应曲面设计,建立了铁精矿品位及回收率响应曲面模型,并进行三维建模与解耦分析。试验结果表明,磨矿的最佳条件为介质充填率42%、料球比0.064、转速率77.3%。在该条件下进行3次验证试验,最终获得TFe品位和回收率的平均值分别为65.18%和84.22%,其分选效率达到73.24%。与单因素试验结果相比,优化后TFe品位、回收率和分选效率分别提高了1.13、2.39和4.59百分点。

     

    Abstract: This study attempts to address the low separation efficiency of iron ore in Hebei Province. We conducted a single factor test based on the properties of iron ore to investigate the effects of ball mill medium filling rate, material-ball ratio and rotation rate on the grade and recovery rate of iron concentrate in grinding products. Then, based on this single factor test, we established the response surface model of the grade and recovery rate of iron concentrate by introducing the response surface design so as to reveal the coupling effect between multiple parameters in the grinding process and optimize process parameters. Three-dimensional modeling and decoupling analysis were carried out. Results show the optimum grinding conditions, 42% medium filling rate, 0.064 material-ball ratio and 77.3% rotation rate. Under such conditions, 3 verification tests revealed that the average values of TFe grade and recovery rate were 65.18% and 84.22%, respectively, and the separation efficiency reached 73.24%. Compared with the single factor test, the TFe grade and recovery rate increased by 1.13 percentage points and 2.39 percentage points, respectively, and the separation efficiency increased by 4.59 percentage points.

     

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