College of Mining Engineering, Taiyuan University of Technology, Taiyuan, 030024, Shanxi, China.
Shanxi Province Coal-Based Resources Green and High-Efficiency Development Engineering Center, Taiyuan, Shanxi, China.
Environ Sci Pollut Res Int. 2023 Dec;30(58):122482-122496. doi: 10.1007/s11356-023-30836-7. Epub 2023 Nov 16.
Cemented backfill mining is a green mining method that enhances the coal mining rate and the safety of mined-out regions. To transport the cemented gangue backfill material (CGBM) into the mined-out regions, it is essential to ensure high flowability and adequate compressive strength after hardening. Based on the response surface methodology (RSM), 29 experiments were conducted in this paper to test the yield stress and plastic viscosity of CGBM slurry. Cubic specimens with dimensions of 100 mm were prepared and underwent uniaxial compression tests to obtain the compressive strength at a curing age of 28 days. Quadratic polynomial regression models were established for yield stress, plastic viscosity, and compressive strength to explore the effects of fly ash content, water-cement ratio, mass concentration, and superplasticizer dosage on the properties of CGBM. Multi-objective optimization was conducted to determine the optimal material proportion of CGBM. The research results indicate that (1) the mass concentration most profoundly affected the yield stress and plastic viscosity of CGBM, and it increased with an increase in mass concentration. Fly ash content had an inverse relationship with compressive strength. Superplasticizer was found to improve the flowability and strength of CGBM. (2) The established response surface model could reflect the relationship between CGBM's material proportion and rheological and mechanical properties, and predict relevant parameters. (3) Multi-objective optimization determined the optimal proportion of CGBM to be 80% fly ash content, 54% water-cement ratio, 79% mass concentration, and 3% superplasticizer dosage. The research findings offer valuable guidance to mining backfill engineering.
胶结充填料浆输送至采空区后,需保证具有较高的流变性和足够的硬化后抗压强度。基于响应面法(RSM),本文进行了 29 组胶结充填料浆屈服应力和塑性黏度试验。制备尺寸为 100mm 的立方体试件,进行单轴压缩试验,获得养护龄期为 28d 时的抗压强度。建立了屈服应力、塑性黏度和抗压强度的二次多项式回归模型,探讨了粉煤灰含量、水灰比、质量浓度和外加剂掺量对胶结充填料浆性能的影响。采用多目标优化方法确定了胶结充填料浆的最优材料配比。研究结果表明:(1)质量浓度对胶结充填料浆的屈服应力和塑性黏度影响最大,随质量浓度的增加而增大;粉煤灰含量与抗压强度呈反比,外加剂能够提高胶结充填料浆的流动性和强度。(2)建立的响应面模型能够反映胶结充填料浆材料配比与流变性和力学性能之间的关系,并能够预测相关参数。(3)多目标优化确定胶结充填料浆的最优配比为粉煤灰含量 80%、水灰比 54%、质量浓度 79%、外加剂掺量 3%。研究结果可为采空区充填工程提供参考。