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...

Full description

Bibliographic Details
Main Authors: Yubao Zhang, Tongbin Zhao, Yanchun Yin, Yunliang Tan, Yue Qiu
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/11/2/131
id doaj-1f8a8a575eba423bb516750f012b2735
record_format Article
spelling 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
_version_ 1725948627261587456