收藏切换
Experimental Study on Proportion Optimization of High-Concentration Paste Filling Materials Based on RSM
收藏切换
Peisen ZHANG1, 2, Zhaoqiang JU1, 2, Xin HU3, Daqiang XU1, 2, Peng XIAO1, 2, Zelin XU1, 2, Jiaxin FANG1, 2
Mining Research and Development | 2025, 45(2) : 57 - 65
Less
收藏切换
Mining Research and Development | 2025, 45(2): 57-65
Experimental Study on Proportion Optimization of High-Concentration Paste Filling Materials Based on RSM
Full
Peisen ZHANG1, 2, Zhaoqiang JU1, 2, Xin HU3, Daqiang XU1, 2, Peng XIAO1, 2, Zelin XU1, 2, Jiaxin FANG1, 2
Affiliations
  • 1.National Key Laboratory for Mine Disaster Prevention and Control, Shandong University of Science and Technology, Qingdao, Shandong 266590, China
  • 2.National Demonstration Center for Experimental Mining Engineering Education, Shandong University of Science and Technology, Qingdao, Shandong 266590, China
  • 3.Northwest Electric Power Design Institute Co., Ltd., of China Power Engineering Consulting Group, Xi’an, Shaanxi 710075, China
Published: 2025-02-25
Outline
收藏切换

In order to optimize the performance of filling materials while reducing filling costs, the research on filling materials proportion was carried out. Based on the RSM-CCD method, an experiment with 4 factors and 5 levels was designed to construct a response surface regression model with factors of fly ash mass fraction A, cement mass fraction B, calcium carbonate mass fraction C, and slurry mass fraction D. The slump of the filling slurry and the uniaxial compressive strength of the filling body at 7 d and 28 d were the response values, respectively. The influence of single factor and the interaction of various factors on material properties were analyzed, and the lowest cost filling material proportion scheme was sought on the basis of meeting performance requirements. The results show that the slump of high-concentration filling slurry is only affected by a linear single factor, and the interaction has no significant effect on it. The slump increases firstly and then decreases with the increase of A, B, and C, and decreases with the increase of D. Linear and interactive effects have a significant impact on the strength of high-concentration filling body at 7 d and 28 d. There is no significant relationship between the interaction effect AC and the strength of the filling body. The increase of single factor in AB or CD will promote the strengthening effect of the other factors on the compressive strength of the filling material at 28 d, while the increase of single factor in AD, BC, and BD will inhibit the enhancement effect of the other factors on the compressive strength of the filling materials at 28 d. The optimal proportion of filling materials considering cost-effectiveness is 18.0% of fly ash mass fraction, 10.9% of cement mass fraction, 1.3% of calcium carbonate mass fraction, and 84.0% of slurry mass fraction. This proportion scheme meets the design standards for paste filling in engineering examples.

Paste filling  /  Response surface method  /  Material proportion optimization  /  Interaction  /  High concentration
张培森, 鞠照强, 胡昕, 许大强, 肖鹏, 徐泽林, 方家鑫. 基于RSM的高浓度膏体充填材料配比优化试验研究. 矿业研究与开发, 2025 , 45 (2) : 57 -65 .
Peisen ZHANG, Zhaoqiang JU, Xin HU, Daqiang XU, Peng XIAO, Zelin XU, Jiaxin FANG. Experimental Study on Proportion Optimization of High-Concentration Paste Filling Materials Based on RSM[J]. Mining Research and Development, 2025 , 45 (2) : 57 -65 .
Year 2025 volume 45 Issue 2
60
31
Cite this Article
BibTeX
Article Info
  • Receive Date:2024-04-09
  • Online Date:2026-10-29
  • Published:2025-02-25
Article Data
Affiliations
History
  • Received:2024-04-09
Funding
Affiliations
    1.National Key Laboratory for Mine Disaster Prevention and Control, Shandong University of Science and Technology, Qingdao, Shandong 266590, China
    2.National Demonstration Center for Experimental Mining Engineering Education, Shandong University of Science and Technology, Qingdao, Shandong 266590, China
    3.Northwest Electric Power Design Institute Co., Ltd., of China Power Engineering Consulting Group, Xi’an, Shaanxi 710075, China
References
Share
https://castjournals.cast.org.cn/joweb/kyyjykf/EN/
Share to
QR

Scan QR to access full text

Cite this article
BibTeX
Citations
表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
关闭全屏
  • BibTeX
  • EndNote
  • RefWorks
  • TxT