journal article·2025-07-27Open access

Non-Linear Prediction Model for the Strength of Medium-to-Low-Grade Phosphate Tailings Cemented Backfill

Weizhong Zhang, Menglai Wang, Shujian Li, Yuandi Xia, Qinrong Kang

Applied Sciences· Volume 15· Issue 15

Abstract

Developing green mining technology for medium-to low-grade mines requires achieving minimal or no damage to the mining area’s ecological environment. A medium-to low-grade phosphate mine in Hubei Province was taken as the research object in this study. The tailings were selected as the main filling aggregate. Indoor tests and theoretical analysis were conducted to analyze the influence of curing age, the water–cement ratio, the cement–sand ratio, and slurry concentration on the strength of the cemented backfill. Furthermore, a multi-factor non-linear mathematical model of the strength of the cementitious filler was established. The study results indicated that the strength of backfill increased linearly with the increase in the curing age, decreased negatively with the increase in the water–cement ratio, and increased exponentially with the increase in the cement–sand ratio and the slurry concentration. The multivariate non-linear prediction model of the strength of the filling body at different ages was also established based on the test results. This predictive model could effectively predict the strength of the cemented backfill, and the error value was not larger than 4%. Our research results can lay a theoretical foundation for developing medium-to low-grade phosphate mine filling with tailings as the main filling aggregate.
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Research context

OpenAlex topics: Tailings Management and Properties · Mine drainage and remediation techniques · Rock Mechanics and Modeling

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Yunnan Phosphate Group Co., Ltd., Kunming 652600, China

School of Resources and Safety Engineering, Wuhan Institute of Technology, Wuhan 430073, China

National Engineering Research Center for Phosphorus Resources Development and Utilization, Wuhan 430073, China

School of Safety Science and Engineering, Henan Polytechnic University, Jiaozuo 454000, China

Funding

National Engineering and Technology Research Center for Development &Utilization of Phosphate Resources · National Natural Science Foundation of China

References (26)

Show source-provided references
1. Innovation of Mining Models and Construction of Intelligent Green Mine in Hard Rock Mine: In Kaiyang Phosphate Mine as an example
2. Research Progress in Materialized Utilization of Phosphate Tailings
3. Progress and prospects of mining with backfill in metal mines in China10.1007/s12613-023-2663-0 ↗
4. Numerical study on the microscale and macroscale strength behaviors of hardening cemented paste backfill10.1016/j.conbuildmat.2022.126327 ↗
5. Hu, Y.F., Li, K.Q., Zhang, B., and Han, B. (2023). Strength investigation and prediction of superfine tailings cemented paste backfill based on experiments and intelligent methods. Materials, 16.10.3390/ma16113995 ↗
6. Test Research on Performances of Phosphorous Gypsum as Aggregate for Cementation Filling
7. Optimization Research of Base-phosphogypsum Cemented Backfill Ratio Based on Orthogonal Test
8. Li, M., and Chen, Z.J. (2017). Strength Properties of Phosphogypsum Based Composite Filling Materials. Adv. Eng. Enviro. Mater., 555–567.10.1007/978-981-13-0158-2_58 ↗
9. Mechanical properties of cemented tailings and waste-rock backfill (CTWB) materials: Laboratory tests and deep learning modeling10.1016/j.conbuildmat.2023.130610 ↗
10. Strength Characteristics of Cemented Backfilling with Phosphogypsum and Mullock Based on Orthogonal Experiment
11. Study on Mechanical Properties and Ratio Optimization of Backfill Based on Orthogonal Test
12. Orthogonal Experiment on Ratio of Whole Tailings Cementitious Materials and Strength Model of Filling Body
13. Influence Rule of Early Compressive Strength and Solidification Mechanism of Full Tailings Paste with Coarse Aggregate
14. Strength Law of Cemented Stowing of Whole Tailings with Phosphorite
15. The Compressive Behavior of Cemented Tailings Backfill under the Action of Different Curing Temperature and Age10.1134/S1062739121040050 ↗
16. Cemented Filling Strength Test and Optimal Proportion Decision of Mixed Filling Aggregate
17. Multiple Linear Regression Analysis and Its Application
18. Single-factor analysis and interaction terms on the mechanical and microscopic properties of cemented aeolian sand backfill10.1007/s12613-022-2574-5 ↗
19. Coupled Effects of Sulfate and Temperature on the Strength Development of Cemented Tailings Backfills: Portland cement paste backfill10.1016/j.cemconcomp.2010.08.002 ↗
20. Experimental Research on Cement Filling Ratio and Multiple Linear Regression Analysis Based on SPSS
21. Research on Linear Regression of Binder Backfill Material Based on MATLAB
22. Process Enhancement of Vibrating Classifier for Tailings Classification-dewatering and Industrial Application10.1016/j.powtec.2022.117219 ↗
23. Key Technology on Comprehensive Utilization of Solid Waste in Filling Mining in Jinchuan Mine
24. Wang, C.H., and Gan, D.Q. (2021). Study and Analysis on the Influence Degree of Particle Settlement Factors in Pipe Transportation of Backfill Slurry. Metals, 11.10.3390/met11111780 ↗
25. Chen, X.Y., Jing, X., Chen, Y.L., Pan, C.S., and Wang, W.S. (2021). Tailings dam break: The influence of Slurry with Different Concentrations Downstream. Front. Earth Sci., 9.10.3389/feart.2021.726336 ↗
26. Chai, X.W., Sheng, Y.M., Liu, J.Y., Xu, Y.P., and Liu, H.M. (2022). Experimental Study on the Mechanical Properties of Saturated Tailing Sand with Different Particle Sizes. Appl. Sci., 12.10.3390/app122312231 ↗