Mining of Mineral Deposits

ISSN 2415-3443 (Online)

ISSN 2415-3435 (Print)

Flag Counter

Effect of ore heterogeneity on the ball mill wear rate during a grinding process at gold mines of Saudi Arabia (KSA)

Gamal S. Abdelhaffez1, 2, Haitham M. Ahmed1, Hussein A. Saleem1, 2

1King Abdulaziz University, Jeddah, Saudi Arabia

2Assiut University, Assiut, Egypt


Min. miner. depos. 2023, 17(2):71-81


https://doi.org/10.33271/mining17.02.071

Full text (PDF)


      ABSTRACT

      Purpose. The current research aims to study the effect of gold ore grinding on the wear rate of grinding balls.

      Methods. Six boulder rock samples were selected from some KSA mines; five core samples were taken from each of them to identify the mechanical properties (compressive strength, Young’s modulus, and Poisson’s ratio). These mechanical properties were applied to identify the hardness class of all 30 core samples. Five samples with different mechanical properties from the same boulder sample were milled to study the effect of the compressive strength difference and grinding time on wear rate. Then, six samples were taken from different regions with similar mechanical properties but different petrographic characteristics. They were also milled under the same grinding conditions to study the effect of the microscopic mineral composition on the wear rate.

      Findings. The results showed that the wear rate increased with the improving mechanical properties and with the increa-sing grinding time. On the other hand, the results based on different microscopic descriptions of the six samples showed that despite similar mechanical properties, the wear rates differed. Petrographic characteristics confirmed the presence of quartz in most of the samples as an associated mineral; it is likely that it has the greatest effect on the grinding ball wear.

      Originality. The paper proposes a method for investigating ore heterogeneity, which has a major impact on the wear rate during a grinding process, as well as on the reducing costs and improving efficiency of grinding media.

      Practical implications. The research emphasizes the importance of investigating variables (e.g. ore heterogeneity) other than ball size, grinding medium composition, and wet or dry grinding that have a substantial impact on grinding efficiency. The findings could be applied in feasibility studies to calculate and evaluate grinding costs versus grinding efficiency.

      Keywords: Saudi gold mine, gold rock hardness, mechanical properties, petrographic descriptions, wear rate, ball mill


      REFERENCES

  1. Reichl, C., Schatz, M., & Zsak, G. (2014). World mining data. Minerals Production International Organizing Committee for the World Mining Congresses, 32(1), 1-261.
  2. Holmberg, K., Kivikytö-Reponen, P., Härkisaari, P., Valtonen, K., & Erdemir, A. (2017). Global energy consumption due to friction and wear in the mining industry. Tribology International, (115), 116-139. https://doi.org/10.1016/j.triboint.2017.05.010
  3. Greiner, C., Gagel, J., & Gumbsch, P. (2019). Solids under extreme shear: Friction‐mediated subsurface structural transformations. Advanced Materials, 31(26), 1806705. https://doi.org/10.1002/adma.201806705
  4. Ren, F., Arshad, S.N., Bellon, P., Averback, R.S., Pouryazdan, M., & Hahn, H. (2014). Sliding wear-induced chemical nanolayering in Cu-Ag, and its implications for high wear resistance. Acta Materialia, (72), 148-158. https://doi.org/10.1016/j.actamat.2014.03.060
  5. Feng, C., Wang, X., Yang, L., Guo, Y., & Wang, Y. (2022). High hardness and wear resistance in AlCrFeNiV high-entropy alloy induced by dual-phase body-centered cubic coupling effects. Materials, 15(19), 6896. https://doi.org/10.3390/ma15196896
  6. Wang, X., Tang, B., Wang, L., Wang, D., Dong, W., & Li, X. (2022). Microstructure, microhardness and tribological properties of bronze–steel bimetallic composite produced by vacuum diffusion welding. Materials, 15(4), 1588. https://doi.org/10.3390/ma15041588
  7. Grabowy, M., Wojteczko, K., Wojteczko, A., Wiązania, G., Łuszcz, M., Ziąbka, M., & Pędzich, Z. (2021). Alumina-toughened-zirconia with low wear rate in ball-on-flat tribological tests at temperatures to 500°C. Materials, 14(24), 7646. https://doi.org/10.3390/ma14247646
  8. Ren, X., Zhang, G., Xu, H., Wang, Z., Liu, Y., Sun, F., & Yin, Z. (2021). Effects of B on the structure and properties of lead-tin bronze alloy and the mechanism of strengthening and toughening. Materials, 14(24), 7806. https://doi.org/10.3390/ma14247806
  9. Fernández-Álvarez, M., Velasco, F., Torres-Carrasco, M., & Bautista, A. (2021). Hindering the decrease in wear resistance of UV-exposed epoxy powder coatings by adding nano-SiO2 through ball milling. Wear, (480), 203935. https://doi.org/10.1016/j.wear.2021.203935
  10. Zhang, Y., Tao, Z., Wu, L., Zhang, Z., & Zhao, Z. (2022). Strength prediction of ball-milling-modified phosphorus building gypsum based on NSGM (1, 4) model. Materials, 15(22), 7988. https://doi.org/10.3390/ma15227988
  11. Attyabi, S.N., Radmanesh, S.M.A., Seyyed Ebrahimi, S.A., Dehghan, H., Lalegani, Z., & Hamawandi, B. (2022). Stress-induced grain refinement in hard magnetic Mn52Al45. 7C2. 3 fabricated using the ball-milling method. Materials, 15(22), 7919. https://doi.org/10.3390/ma15227919
  12. Sojithamporn, P., Sawangrat, C., Leksakul, K., Sharma, B., & Ameyama, K. (2022). Fabrication of copper of harmonic structure: mechanical property-based optimization of the milling parameters and fracture mechanism. Materials, 15(23), 8628. https://doi.org/10.3390/ma15238628
  13. Moema, J.S., Papo, M.J., Slabbert, G.A., & Zimba, J. (2009). Grinding media quality assurance for the comminution of gold ores. In World Gold Conference (pp. 27-34). Johannesburg, South Africa: The Southern African Institute of Mining and Metallurgy.
  14. Ali, Y., Garcia-Mendoza, C.D., & Gates, J.D. (2019). Effects of “impact” and abrasive particle size on the performance of white cast irons relative to low-alloy steels in laboratory ball mills. Wear, (426), 83-100. https://doi.org/10.1016/j.wear.2019.01.048
  15. Slabbert, G. (2007). Overview of grinding media consumption in comminution. Randburg, South Africa: Mintek.
  16. Tolley, W.K., Nichols, I.L., & Huiatt, J.L. (1984). Corrosion rates of grinding media in mill water. Volume 8882. Washington, United States: US Department of the Interior, Bureau of Mines.
  17. Howat, D.D., & Vermeulen, L.A. (1988). Fineness of grind and the consumption and wear rates of metallic grinding media in tumbling mills. Powder Technology, 55(4), 231-240. https://doi.org/10.1016/0032-5910(88)80033-0
  18. Radziszewski, P. (2002). Exploring total media wear. Minerals Engineering, 15(12), 1073-1087. https://doi.org/10.1016/S0892-6875(02)00228-5
  19. Kapakyulu, E. (2006). Development of a model for temperature in a grinding mill. Doctoral Dissertation.
  20. Massola, C.P., Chaves, A.P., & Albertin, E. (2016). A discussion on the measurement of grinding media wear. Journal of Materials Research and Technology, 5(3), 282-288. https://doi.org/10.1016/j.jmrt.2015.12.003
  21. Abdelhaffez, G. (2018). Estimation of the wear rate associated with ball mill of Mahd Ad Dahab Gold Mine, Saudi Arabia (KSA). Mining of Mineral Deposits, 12(3), 36-44. https://doi.org/10.15407/mining12.03.036
  22. Jankovic, A., Wills, T., & Dikmen, S. (2016). A comparison of wear rates of ball mill grinding media. Journal of Mining and Metallurgy A: Mining, 52(1), 1-10. https://doi.org/10.5937/JMMA1601001J
  23. Rajagopal, V., & Iwasaki, I. (1992). The properties and performance of cast iron grinding media. Mineral Processing and Extractive Metallurgy Review, 11(1-2), 75-106. https://doi.org/10.1080/08827509208914215
  24. Wills, B.A., & Finch, J. (2015). Wills’ mineral processing technology: An introduction to the practical aspects of ore treatment and mineral recovery. Oxford, United Kingdom: Butterworth-Heinemann. https://doi.org/10.1016/B978-0-08-097053-0.00001-7
  25. Gangopadhyay, A.K., & Moore, J.J. (1985). The role of abrasion and corrosion in grinding media wear. Wear, 104(1), 49-64. https://doi.org/10.1016/0043-1648(85)90245-5
  26. Meulendyke, M.J., & Purdue, J.D. (1989). Wear of grinding media in the mineral processing industry: An overview. Mining, Metallurgy & Exploration, 6(4), 167-172. https://doi.org/10.1007/BF03403458
  27. Misra, A., & Finnie, I. (1980). A classification of three-body abrasive wear and design of a new tester. Wear, 60(1), 111-121. https://doi.org/10.1016/0043-1648(80)90252-5
  28. Moore, J.J., Perez, R., Gangopadhyay, A., & Eggert, J.F. (1988). Factors affecting wear in tumbling mills: influence of composition and microstructure. International Journal of Mineral Processing, 22(1-4), 313-343. https://doi.org/10.1016/0301-7516(88)90071-3
  29. Dodd, J., Dunn, D.J., Huiatt, J.L., & Norman, T.E. (1985). Relative importance of abrasion and corrosion in metal loss in ball milling. Mining, Metallurgy & Exploration, 2(4), 212-216. https://doi.org/10.1007/BF03402622
  30. Mishra, B.K., & Rajamani, R.K. (1994). Simulation of charge motion in ball mills. Part 1: Experimental verifications. International Journal of Mineral Processing, 40(3-4), 171-186. https://doi.org/10.1016/0301-7516(94)90042-6
  31. Abdelhaffez, G.S., Abd-Elwahed, M.S., & Hefni, M.A. (2022). Controlling grinding process parameters using central composite design to reduce slimes in phosphate ore beneficiation. Rudarsko-Geološko-Naftni Zbornik, 37(3), 139-148. https://doi.org/10.17794/rgn.2022.3.11
  32. Radziszewski, P. (2000). Developing an experimental procedure for charge media wear prediction. Minerals Engineering, 13(8-9), 949-961. https://doi.org/10.1016/S0892-6875(00)00080-7
  33. Ajaal, T., Smith, R.W., & Yen, W.T. (2002). The development and characterization of a ball mill for mechanical alloying. Canadian Metallurgical Quarterly, 41(1), 7-14. https://doi.org/10.1179/cmq.2002.41.1.7
  34. Majeed, Y., Abu Bakar, M.Z., & Butt, I.A. (2020). Abrasivity evaluation for wear prediction of button drill bits using geotechnical rock properties. Bulletin of Engineering Geology and the Environment, (79), 767-787. https://doi.org/10.1007/s10064-019-01587-y
  35. Li, Q., Li, J., Duan, L., & Tan, S. (2021). Prediction of rock abrasivity and hardness from mineral composition. International Journal of Rock Mechanics and Mining Sciences, (140), 104658. https://doi.org/10.1016/j.ijrmms.2021.104658
  36. Deliormanlı, A.H. (2012). Cerchar abrasivity index (CAI) and its relation to strength and abrasion test methods for marble stones. Construction and Building Materials, (30), 16-21. https://doi.org/10.1016/j.conbuildmat.2011.11.023
  37. Hashemnejad, A., Ghafoori, M., & Azali, S.T. (2016). Utilizing water, mineralogy and sedimentary properties to predict LCPC abrasivity coefficient. Bulletin of Engineering Geology and the Environment, (75), 841-851. https://doi.org/10.1007/s10064-015-0779-9
  38. Perez, S., Karakus, M., & Sepulveda, E. (2015). A preliminary study on the role of acoustic emission on inferring Cerchar abrasivity index of rocks using artificial neural network. Wear, (344), 1-8. https://doi.org/10.1016/j.wear.2015.10.006
  39. ASTM D4543-08. (2008). Standard practices for preparing rock core as cylindrical test specimens and verifying conformance to dimensional and shape tolerances. Annual Book of ASTM Standards.
  40. ASTM D7012-14e1. (2014). Standard test methods for compressive strength and elastic moduli of intact rock core specimens under varying states of stress and temperatures. Annual Book of ASTM Standards.
  41. Giannuzzi, L.A., Drown, J.L., Brown, S.R., Irwin, R.B., & Stevie, F.A. (1997). Focused ion beam milling and micromanipulation lift-out for site specific cross-section TEM specimen preparation. MRS Online Proceedings Library, 480(1), 19-27. https://doi.org/10.1557/PROC-480-19
  42. Rizk, A. (1990). Study of the most important operating parameters affecting the performance of reverse closed-circuit grinding. Doctoral Dissertation.
  43. Deere, D.U., & Miller, R.P. (1966). Engineering classification and index properties for intact rock. Illinois, United States: University of Illinois.
  44. Turk, N., & Dearman, W.R. (1983). A practical classification of rocks for engineering purposes. Bulletin of the International Association of Engineering Geology, (28), 161-167. https://doi.org/10.1007/BF02594810
  45. Shaltout, A.A., Mahamoud, M.H., Abd-Elkader, O.H., & Yassin, M.A. (2020). Elemental mapping of some collected gold samples from Al-Amar gold mine in Saudi Arabia. Environmental Earth Sciences, (79), 1-9. https://doi.org/10.1007/s12665-020-09271-1
  46. Лицензия Creative Commons