Zida Liu , Zong-Xian Zhang , Quanqi Zhu , Peng Xiao , Jiaming Yang , Diyuan Li
{"title":"Energy analysis and microfracture characteristics of granite under dynamic modes I and II loading based on image processing techniques","authors":"Zida Liu , Zong-Xian Zhang , Quanqi Zhu , Peng Xiao , Jiaming Yang , Diyuan Li","doi":"10.1016/j.ijrmms.2025.106287","DOIUrl":null,"url":null,"abstract":"<div><div>Notched semi-circular bending (NSCB) granite specimens were used in dynamic mode Ⅰ and mode Ⅱ loading conditions. Image processing techniques were innovatively used to determine the translational (<span><math><mrow><msub><mi>W</mi><mrow><mi>t</mi><mi>k</mi></mrow></msub></mrow></math></span>) and rotational (<span><math><mrow><msub><mi>W</mi><mrow><mi>r</mi><mi>k</mi></mrow></msub></mrow></math></span>) kinetic energies of each specimen. The true fracture surface area was determined using a scanning electron microscope at 2000 × magnification, enabling the calculation of the true fracture energy (<span><math><mrow><msub><mi>w</mi><mi>f</mi></msub></mrow></math></span>). Additionally, deep learning was used to quantitatively determine the tensile and shear morphologies on the fracture surfaces. The results showed that: (1) In mode I, <span><math><mrow><msub><mi>W</mi><mrow><mi>t</mi><mi>k</mi></mrow></msub></mrow></math></span> ranged from 1.47 to 9.07 J, and <span><math><mrow><msub><mi>W</mi><mrow><mi>r</mi><mi>k</mi></mrow></msub></mrow></math></span> ranged from 0.45 to 3.59 J. In mode II, <span><math><mrow><msub><mi>W</mi><mrow><mi>t</mi><mi>k</mi></mrow></msub></mrow></math></span> ranged from 0.98 to 7.88 J, and <span><math><mrow><msub><mi>W</mi><mrow><mi>r</mi><mi>k</mi></mrow></msub></mrow></math></span> ranged from 0.41 to 3.53 J. The total kinetic energy in mode I comprised over 51.5 % of the energy absorbed by the rock, while that in mode II comprised over 41.4 %. (2) The true fracture surface area of NSCB specimens was 2.1 times the nominal fracture surface area. (3) The <span><math><mrow><msub><mi>w</mi><mi>f</mi></msub></mrow></math></span> of mode Ⅰ ranged from 1066 to 3577 J/m<sup>2</sup>, and the <span><math><mrow><msub><mi>w</mi><mi>f</mi></msub></mrow></math></span> of mode Ⅱ ranged from 1195 to 3550 J/m<sup>2</sup> (4) Under the same loading rate, the fracture surface of mode Ⅱ exhibited a larger proportion of shear morphology, explaining why the <span><math><mrow><msub><mi>w</mi><mi>f</mi></msub></mrow></math></span> of mode Ⅱ was slightly higher than the <span><math><mrow><msub><mi>w</mi><mi>f</mi></msub></mrow></math></span> of mode Ⅰ. (5) The <span><math><mrow><msub><mi>w</mi><mi>f</mi></msub></mrow></math></span> of mode Ⅰ showed higher sensitivity to the variation of loading rate compared to mode Ⅱ, because the increase in shear morphology on mode I fracture surface was slightly greater than that on mode II fracture surface as loading rate was increased. These findings offer new insights into accurate fracture energy measurement and better understanding of rock microfracture characteristics under dynamic loading and demonstrate the importance of kinetic energy in rock fragmentation.</div></div>","PeriodicalId":54941,"journal":{"name":"International Journal of Rock Mechanics and Mining Sciences","volume":"195 ","pages":"Article 106287"},"PeriodicalIF":7.5000,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Rock Mechanics and Mining Sciences","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1365160925002643","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, GEOLOGICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Notched semi-circular bending (NSCB) granite specimens were used in dynamic mode Ⅰ and mode Ⅱ loading conditions. Image processing techniques were innovatively used to determine the translational () and rotational () kinetic energies of each specimen. The true fracture surface area was determined using a scanning electron microscope at 2000 × magnification, enabling the calculation of the true fracture energy (). Additionally, deep learning was used to quantitatively determine the tensile and shear morphologies on the fracture surfaces. The results showed that: (1) In mode I, ranged from 1.47 to 9.07 J, and ranged from 0.45 to 3.59 J. In mode II, ranged from 0.98 to 7.88 J, and ranged from 0.41 to 3.53 J. The total kinetic energy in mode I comprised over 51.5 % of the energy absorbed by the rock, while that in mode II comprised over 41.4 %. (2) The true fracture surface area of NSCB specimens was 2.1 times the nominal fracture surface area. (3) The of mode Ⅰ ranged from 1066 to 3577 J/m2, and the of mode Ⅱ ranged from 1195 to 3550 J/m2 (4) Under the same loading rate, the fracture surface of mode Ⅱ exhibited a larger proportion of shear morphology, explaining why the of mode Ⅱ was slightly higher than the of mode Ⅰ. (5) The of mode Ⅰ showed higher sensitivity to the variation of loading rate compared to mode Ⅱ, because the increase in shear morphology on mode I fracture surface was slightly greater than that on mode II fracture surface as loading rate was increased. These findings offer new insights into accurate fracture energy measurement and better understanding of rock microfracture characteristics under dynamic loading and demonstrate the importance of kinetic energy in rock fragmentation.
期刊介绍:
The International Journal of Rock Mechanics and Mining Sciences focuses on original research, new developments, site measurements, and case studies within the fields of rock mechanics and rock engineering. Serving as an international platform, it showcases high-quality papers addressing rock mechanics and the application of its principles and techniques in mining and civil engineering projects situated on or within rock masses. These projects encompass a wide range, including slopes, open-pit mines, quarries, shafts, tunnels, caverns, underground mines, metro systems, dams, hydro-electric stations, geothermal energy, petroleum engineering, and radioactive waste disposal. The journal welcomes submissions on various topics, with particular interest in theoretical advancements, analytical and numerical methods, rock testing, site investigation, and case studies.