Numerical Research on Energy Evolution in Granite under Different Confining Pressures Using Otsu’s Digital Image Processing and PFC2D
Research on energy accumulation and releasing in the rock plays a key role on revealing its failure mechanism. This paper establishes a microscopic structure model of granite using Otsu digital image processing (DIP) technology and particle flow code software (PFC2D). A series of numerical compressi...
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doaj-1f8a8a575eba423bb516750f012b27352020-11-24T21:34:37ZengMDPI AGSymmetry2073-89942019-01-0111213110.3390/sym11020131sym11020131Numerical Research on Energy Evolution in Granite under Different Confining Pressures Using Otsu’s Digital Image Processing and PFC2DYubao Zhang0Tongbin Zhao1Yanchun Yin2Yunliang Tan3Yue Qiu4College of Mining and Safety Engineering, Shandong University of Science and Technology,Qingdao 266590, ChinaCollege of Mining and Safety Engineering, Shandong University of Science and Technology,Qingdao 266590, ChinaCollege of Mining and Safety Engineering, Shandong University of Science and Technology,Qingdao 266590, ChinaCollege of Mining and Safety Engineering, Shandong University of Science and Technology,Qingdao 266590, ChinaCollege of Mining and Safety Engineering, Shandong University of Science and Technology,Qingdao 266590, ChinaResearch on energy accumulation and releasing in the rock plays a key role on revealing its failure mechanism. This paper establishes a microscopic structure model of granite using Otsu digital image processing (DIP) technology and particle flow code software (PFC2D). A series of numerical compression tests under different confining pressures were conducted to investigate the macro and micro characteristics of energy evolution in granite. The results showed that the energy evolution of granite is divided into three stages: stable accumulation, slow dissipation, and rapid release. With increasing confining pressure, the strain energy accumulation ratio decreased exponentially and the peak value of strain energy increased linearly. It was found that the energy accumulation speed in the pre-peak stage increased as a linear function, while the energy release speed in the post-peak stage decreased as an exponential function. In addition, the feldspar is the main microstructure which played a major part in accumulating energy in granite. However, the unit mineral energy of mica particles was bigger than that of feldspar and quartz. When subjected to increasing confining pressure, the feldspar’s total energy growth rate was fastest. Meanwhile, the mica’s unit energy growth rate was fastest.https://www.mdpi.com/2073-8994/11/2/131graniteenergy evolutionconfining pressuremicrostructuresOtsu’s methodPFC2D |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yubao Zhang Tongbin Zhao Yanchun Yin Yunliang Tan Yue Qiu |
spellingShingle |
Yubao Zhang Tongbin Zhao Yanchun Yin Yunliang Tan Yue Qiu Numerical Research on Energy Evolution in Granite under Different Confining Pressures Using Otsu’s Digital Image Processing and PFC2D Symmetry granite energy evolution confining pressure microstructures Otsu’s method PFC2D |
author_facet |
Yubao Zhang Tongbin Zhao Yanchun Yin Yunliang Tan Yue Qiu |
author_sort |
Yubao Zhang |
title |
Numerical Research on Energy Evolution in Granite under Different Confining Pressures Using Otsu’s Digital Image Processing and PFC2D |
title_short |
Numerical Research on Energy Evolution in Granite under Different Confining Pressures Using Otsu’s Digital Image Processing and PFC2D |
title_full |
Numerical Research on Energy Evolution in Granite under Different Confining Pressures Using Otsu’s Digital Image Processing and PFC2D |
title_fullStr |
Numerical Research on Energy Evolution in Granite under Different Confining Pressures Using Otsu’s Digital Image Processing and PFC2D |
title_full_unstemmed |
Numerical Research on Energy Evolution in Granite under Different Confining Pressures Using Otsu’s Digital Image Processing and PFC2D |
title_sort |
numerical research on energy evolution in granite under different confining pressures using otsu’s digital image processing and pfc2d |
publisher |
MDPI AG |
series |
Symmetry |
issn |
2073-8994 |
publishDate |
2019-01-01 |
description |
Research on energy accumulation and releasing in the rock plays a key role on revealing its failure mechanism. This paper establishes a microscopic structure model of granite using Otsu digital image processing (DIP) technology and particle flow code software (PFC2D). A series of numerical compression tests under different confining pressures were conducted to investigate the macro and micro characteristics of energy evolution in granite. The results showed that the energy evolution of granite is divided into three stages: stable accumulation, slow dissipation, and rapid release. With increasing confining pressure, the strain energy accumulation ratio decreased exponentially and the peak value of strain energy increased linearly. It was found that the energy accumulation speed in the pre-peak stage increased as a linear function, while the energy release speed in the post-peak stage decreased as an exponential function. In addition, the feldspar is the main microstructure which played a major part in accumulating energy in granite. However, the unit mineral energy of mica particles was bigger than that of feldspar and quartz. When subjected to increasing confining pressure, the feldspar’s total energy growth rate was fastest. Meanwhile, the mica’s unit energy growth rate was fastest. |
topic |
granite energy evolution confining pressure microstructures Otsu’s method PFC2D |
url |
https://www.mdpi.com/2073-8994/11/2/131 |
work_keys_str_mv |
AT yubaozhang numericalresearchonenergyevolutioningraniteunderdifferentconfiningpressuresusingotsusdigitalimageprocessingandpfc2d AT tongbinzhao numericalresearchonenergyevolutioningraniteunderdifferentconfiningpressuresusingotsusdigitalimageprocessingandpfc2d AT yanchunyin numericalresearchonenergyevolutioningraniteunderdifferentconfiningpressuresusingotsusdigitalimageprocessingandpfc2d AT yunliangtan numericalresearchonenergyevolutioningraniteunderdifferentconfiningpressuresusingotsusdigitalimageprocessingandpfc2d AT yueqiu numericalresearchonenergyevolutioningraniteunderdifferentconfiningpressuresusingotsusdigitalimageprocessingandpfc2d |
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