Skip to main content
Log in

Optimizing process of preparing artificial-similar material for rocky slope with uniform formula design

基于均匀配方设计的岩质边坡相似材料制备过程优化

  • Published:
Journal of Central South University Aims and scope Submit manuscript

Abstract

The determination of material formula needs try-and-error experiment, and consumes large amount of time and fund. In order to solve the problem, a comprehensive method is established, via the experiment of artificial-similar material formula of a mine slope. We controlled the samples by the compactness, and arranged the formula of the test group with the method of the uniform formula experiment. The physical and mechanical parameters of these samples were analyzed using the method of the partial least-squares regression (PLS). And a mathematical model of the indexes of physical and mechanics parameters relating to the factors of formulation constituents was established eventually. We used the model to analyze the effect of each formulation constituent on physical and mechanics parameters of samples. The experiment results and analysis illustrates that 1) in the formulation of similar material, the effect of raw materials on the internal friction angle φ and cohesion C is opposite; 2) The method can highly facilitate the process of the of preparing artificial-similar materials, more economic and effective.

摘要

由于相似材料的最终配比,需要通过大量的物理试验才能够获得,这样会耗费大量的时间与资 金,为了解决这个问题,结合工程实际,开展关于矿山边坡的相似材料配比试验,建立一种综合试验 分析方法。在试验过程中,通过制样时试样的压实度来控制试样的密度,同时利用正交试验,对试验 方案进行设计。然后,基于偏最小二乘回归分析(PLS)法,对试样的物理力学参数进行综合分析。 最后,将组成相似材料的主要成分作为主要分析因素,建立一个数学模型,分析得到相似材料的配比 成分对于试样物理力学参数的影响。通过分析,得出以下结论:1)在相似材料的配比试验中,相似 材料的每一个主要成分对于试样内摩擦角的与粘聚力的影响效果,是存在相反关系的。2)该种分析 方法提高了配比试验开展的效率,减少了试验开展所需的费用,有利于试验经济高效的进行。

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. QIN C, GOU G Q, CHE X L, CHEN H, CHEN J, LI P, GAO W. Effect of composition on tensile properties and fracture toughness of Al–Zn–Mg alloy (A7N01S-T5) used in high speed trains [J]. Materials & Design, 2016, 91: 278–285.

    Article  Google Scholar 

  2. LI Z, WANG Y, YU Q. Significant parameters in the optimization of synthesis of silver nanoparticles by chemical reduction method [J]. Journal of Materials Engineering and Performance, 2010, 19(2): 252–256

    Article  Google Scholar 

  3. SIVAPRAGASH M, KUMARADHAS P, RETNAM B S J, JOSEPH X F, PILLAI U T S. Taguchi based genetic approach for optimizing the PVD process parameter for coating ZrN on AZ91D magnesium alloy [J]. Materials & Design, 2016, 90: 713–722.

    Article  Google Scholar 

  4. SAHOO P. Wear behaviour of electroless Ni–P coatings and optimization of process parameters using Taguchi method [J]. Materials & Design, 2009, 30(4): 1341–1349.

    Article  Google Scholar 

  5. KOILRAJ M, SUNDARESWARAN V, VIJAYAN S, RAO S K. Friction stir welding of dissimilar aluminum alloys AA2219 to AA5083–Optimization of process parameters using Taguchi technique [J]. Materials & Design, 2012, 42: 1–7.

    Article  Google Scholar 

  6. CAI A H, CHEN H, TAN J Y, CHEN M, LI X S, ZHOU Y, AN W K. Optimization of compositional and technological parameters for phosphate graphite sand [J]. Journal of Materials Engineering and Performance, 2008, 17(4): 465–471.

    Article  Google Scholar 

  7. RAMAVANDI B, ASGARI G, FARADMAL J, SAHEBI S, ROSHANI B. Abatement of Cr (VI) from wastewater using a new adsorbent, cantaloupe peel: Taguchi L16 orthogonal array optimization [J]. Korean Journal of Chemical Engineering, 2014, 31(12): 2207–2214.

    Article  Google Scholar 

  8. LI Zhi, WANG Yan, YU Qina. Significant parameters in the optimization of synthesis of silver Nanoparticles by chemical reduction method [J]. Journal of Materials Engineering and Performance, 2010, 19(2): 252–256.

    Article  Google Scholar 

  9. SHARMA P, VERMA A, SIDHU R K, PANDEY O P. Process parameter selection for strontium ferrite sintered magnets using Taguchi L9 orthogonal design [J]. Journal of Materials Processing Technology, 2005, 8(1): 147–151.

    Article  Google Scholar 

  10. XU J M, WANG P, MA X C, QIAN Y, CHEN R. Parameters studies for rail wear in high-speed railway turnouts by unreplicated saturated factorial design [J]. Journal of Central South University, 2017, 24(4): 988–1001.

    Article  Google Scholar 

  11. ZHENG L H, WANG J F, LI X P, ZHANG Y, LI D. Optimization of rheological parameter for micro-bubble drilling fluids by multiple regression experimental design [J]. Journal of Central South University of Technology, 2008, 15(S1): 424–428.

    Article  Google Scholar 

  12. NIU X H, MENG X L, ZHANG Z T, ZHAO R, SHEN B F. Modeling and analysis of plunge milling force based on orthogonal experiment [J]. Applied Mechanics and Materials, 2013, 391: 372–375.

    Article  Google Scholar 

  13. CHAN C W, SMITH G C. Fibre laser joining of highly dissimilar materials: Commercially pure Ti and PET hybrid joint for medical device applications [J]. Materials & Design, 2016, 103: 278–292.

    Article  Google Scholar 

  14. ALQRAGHULI W A A, ALKARKHI A F M, YUSUP Y. Proposed procedure for estimating the coefficient of three-factor interaction for 2p3m4q factorial experiments [J]. International Journal of Engineering, Transactions A: Basics, 2018, 31(1): 12–18.

    Google Scholar 

  15. LIANG Z, LIAO S, WEN Y, LIU X. Working parameter optimization of strengthen waterjet grinding with the orthogonal-experiment-design-based ANFIS [J]. Journal of Intelligent Manufacturing, 2016: 1–22.

    Google Scholar 

  16. CHEN Zhi, YIN Guo. Optimization of processing technology of acetylated corn starch films [J]. Applied Mechanics and Materials, 2012, 200: 267–270.

    Article  Google Scholar 

  17. GAO Ji, LIU Qing, MA Xiao. Research on surface roughness of superalloy thin-walled parts with electrical discharge grinding based on orthogonal test [J]. Applied Mechanics and Materials, 2012, 198–199: 202–206.

    Article  Google Scholar 

  18. DINGBANG Z, CHUANBO Z, DAN H E, JINGSHAN S, ZHIHUA Z. Similar material preparation of underground caving mining model with super high-steep slope [J]. Journal of Central South University (Science and Technology), 2013, 44(10): 4221–4227. (in Chinese)

    Google Scholar 

  19. JIANG N, ZHOU C, LU S, ZHANG Z. Effect of underground mine blast vibrations on overlaying open pit slopes: A case study for Daye iron mine in China [J]. Geotechnical and Geological Engineering, 2018, 36: 1475–1489.

    Article  Google Scholar 

  20. DING B Z, CHUAN B Z, YANG B L, JIAN Y Y. Physical model test and numerical simulation study of deformation mechanism of wall rock on open pit to underground mining [J]. International Journal of Engineering, Transactions B: Applications, 2014, 27(11): 1795–1802.

    Google Scholar 

  21. ZHOU C B, HE R, JIANG N, LU S W. Sensitivity analysis and 3D-displacement inversion of rock parameters for high steep slope in open-pit mining [J]. Open Civil Engineering Journal, 2016, 10: 448–460.

    Article  Google Scholar 

  22. CHEN Zhi, YIN Guo. Optimization of processing technology of acetylated corn starch films [J]. Applied Mechanics and Materials, 2012, 200: 267–270.

    Article  Google Scholar 

  23. BELL F G. Engineering properties of soils and rocks of soils and rocks [M]. England: Whitstable Litho Ltd, 1983.

    Google Scholar 

  24. WANG Yuan. Uniform design-one method of experiment design [J]. Science & Technology Review, 1994(5): 20–22. (in Chinese)

    Google Scholar 

  25. FANG Kai. Uniform design and the table of uniform design [M]. Beijing: Science Press, 1994. (in Chinese)

    Google Scholar 

  26. XIE X D, ZHOU K, CHEN B Y, CHANG C T. Degradation of oxytetracycline using microporous and mesoporous photocatalyst composites: Uniform design to explore factors [J]. Journal of Environmental Chemical Engineering, 2016, 4(4): 4453–4465.

    Article  Google Scholar 

  27. WANG Tie, WANG Huan, ZHANG Yong, LIU Wen. Height-width ratio limited value for rubber bearing isolated structure computed by uniform design method [J]. Journal of Harbin Institute of Technology (New Series), 2007, 14(1): 36–40.

    Google Scholar 

  28. CHEN Zhou, FENG Long, LI Bao. Study on the optimal formula of lubricant with uniform design [J]. Advanced Materials Research, 2012, 399–401: 1196–1199.

    Article  Google Scholar 

  29. WOOD M F G, COTE D, VITKIN I A. Combined optical intensity and polarization methodology for analyte concentration determination in simulated optically clear and turbid biological media [J]. Journal of Biomedical Optics, 2008, 13(4): 044037.

    Article  Google Scholar 

  30. WOOD J E, ALLAWAY D, BOULT E, SCOTT I M. Operationally realistic validation for prediction of cocoa sensory qualities by high-throughput mass spectrometry [J]. Analytical Chemistry, 2010, 82(14): 6048–6055.

    Article  Google Scholar 

  31. MONK W A, WOOD P J, HANNAH D M, EXTENCE C A, CHADD R P, DUNBAR M J. How does macroinvertebrate taxonomic resolution influence ecohydrological relationships in riverine ecosystems [J]. Ecohydrology, 2012, 5(1): 36–45.

    Article  Google Scholar 

  32. KHOSHMANESH A, DIXON M W, KENNY S, TILLEY L, MCNAUGHTON D, WOOD B R. Detection and quantification of early-stage malaria parasites in laboratory infected erythrocytes by attenuated total reflectance infrared spectroscopy and multivariate analysis [J]. Analytical Chemistry, 2014, 86(9): 4379–4386.

    Article  Google Scholar 

  33. WANG Y, BOYSEN R I, WOOD B R, KANSIZ M, MCNAUGHTON D, HEARN M T. Determination of the secondary structure of proteins in different environments by FTIR-ATR spectroscopy and PLS regression [J]. Biopolymers, 2008, 89(11): 895–905.

    Article  Google Scholar 

  34. ZANG Qing, KEIRE D A, WOOD R D, BUHSE L F, MOORE C M V, NASR M, AL-HAKIM I, TREHY M L, Welsh W J. Determination of galactosamine impurities in heparin samples by multivariate regression analysis of their 1H NMR spectra [J]. Analytical and Bioanalytical Chemistry, 2011, 399(2): 635–649.

    Article  Google Scholar 

Download references

Acknowledgements

The work was finished with the help of many people, especially CHEN Dong, LI Ren-chao, WU Ting-yao, CHEN Si-yuan, CAI Jia-yuan and Zhou Jia-quan, who assisted with the experiment operation, the teachers, LI Ming and SU Yun, who put forward the helpful suggestions.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chuan-bo Zhou  (周传波).

Additional information

Foundation item: Projects(41372312, 51379194) supported by the National Natural Science Foundation of China; Project(CUGL140817) supported by the Fundamental Research Funds for the Central Universities of China University of Geosciences (Wuhan); Project(2014CFB894) supported by the Natural Science Foundation of Hubei Province of China; Project(2014M552113) supported by the China Postdoctoral Science Foundation

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Fan, Tc., Zhou, Cb., Jiang, N. et al. Optimizing process of preparing artificial-similar material for rocky slope with uniform formula design. J. Cent. South Univ. 25, 2871–2882 (2018). https://doi.org/10.1007/s11771-018-3959-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11771-018-3959-5

Key words

关键词

Navigation