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硅酸盐通报 ›› 2020, Vol. 39 ›› Issue (12): 3866-3873.

• 资源综合利用 • 上一篇    下一篇

基于逐步回归分析法的炉渣-水泥-全尾砂胶结充填体强度影响分析

张盛友1,2, 孙伟1,2, 李金鑫1,2   

  1. 1.昆明理工大学国土资源工程学院,昆明 650093;
    2.云南省中-德蓝色矿山与特殊地下空间开发利用重点实验室,昆明 650093
  • 发布日期:2021-02-01
  • 通讯作者: 孙 伟,教授。E-mail:kmustsw@qq.com
  • 作者简介:张盛友(1994—),男,硕士研究生。主要从事矿山充填及岩石力学方向的研究。E-mail:1183910322@qq.com
  • 基金资助:
    国家自然科学基金(51964023);昆明理工大学分析测试基金(2019M20182201109)

Strength Influence Analysis of Slag-Cement-Unclassified Tailings Cemented Filling Based on Stepwise Regression Analysis

ZHANG Shengyou1,2, SUN Wei1,2, LI Jinxin1,2   

  1. 1. Faculty of Land Resource Engineering of Kunming University of Science and Technology, Kunming 650093, China;
    2. Yunnan Key Laboratory of Sino-German Blue Mining and Utilization of Special Underground Space, Kunming 650093, China
  • Published:2021-02-01

摘要: 为降低某铜矿充填成本,探究单因素或多因素交互作用对充填体强度的影响。实验设计24组不同配比,分析了炉渣掺量、质量浓度、灰砂比耦合作用下对充填试件单轴抗压强度的影响;将炉渣掺量、质量浓度、灰砂比分别设定为解释变量X1X2X3,单轴抗压强度设定为Y,利用软件SPSS对实验数据进行逐步回归分析,并用响应曲面法验证回归的准确性。结果表明:炉渣掺量与试件单轴抗压强度呈正相关,灰砂比越高,强度增长幅值越大;28 d强度最大增长率达138.2%;单一元素对单轴抗压强度的影响权重依次是质量浓度、灰砂比,炉渣掺量影响不显著;两种及以上影响因素交互作用下仅炉渣掺量与灰砂比交互对强度影响非常显著;两种方法回归的方程表达式基本一致,印证了回归方程的可靠性;回归拟合度达97.76%,拟合值与实验值非常接近,可将回归方程运用于该矿山充填现场。

关键词: 炉渣, 全尾砂, 胶结充填, 逐步回归分析法, 交互作用, 响应曲面法

Abstract: In order to reduce the filling cost of a copper mine, the influence of single factor or multi factor interaction on the strength of filling body was explored. 24 groups of different proportions were designed to analyze the influence of slag content, mass concentration and cement-sand ratio on the uniaxial compressive strength of filling specimens. The slag content, mass concentration and cement-sand ratio were set as the explanatory variables X1, X2, X3 respectively, and the uniaxial compressive strength was set as Y, and the experimental data was stepwise regression analyzed by software SPSS,and the accuracy of regression was verified by response surface method. The results show that: slag content and uniaxial compressive strength of specimens are positively correlated, the higher the cement-sand ratio, the greater the strength growth. The maximum growth rate of 28 d strength is 138.2%. The influence weight of single element on uniaxial compressive strength is mass concentration and cement-sand ratio, and slag content has no significant influence. Two or more factors have influence on uniaxial compressive strength under the interaction, only the slag content and cement interaction have a significant effect on the strength. The equation expressions of the two methods are basically consistent, which proves the reliability of the regression. The regression fitting degree is 97.76%, and the fitting value is very close to the experimental value, so the regression equation can be applied to the filling experiment of the mine.

Key words: slag, unclassified tailing, cemented filling, stepwise regression analysis, interaction, response surface method

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