Strain softening damage constitutive model and its verification for brittle rocks based on Logistic distribution
GUO Yunpeng1, 2, LIU Dongqiao1, 2, YANG Shengkai3, WANG Yang4, LI Jieyu5, LING Kai1, 2
(1. State Key Laboratory for Tunnel Engineering, China University of Mining and Technology (Beijing), Beijing 100083, China;
2. School of Mechanics and Civil Engineering, China University of Mining and Technology (Beijing), Beijing 100083, China;
3. School of Science, China University of Mining and Technology (Beijing), Beijing 100083, China; 4. Institute of Geomechanics,
Chinese Academy of Geological Sciences, Beijing 100081, China; 5. College of Energy Engineering, Xi'an University
of Science and Technology, Xi'an, Shaanxi 710054, China)
Abstract:The statistical damage constitutive model of rocks and the evaluation methods for brittleness are prominent research topics in the field of rock mechanics. This paper analyzes the nonlinear deformation characteristics during the initial compaction stage of rocks, identifying the full crack compaction point as the critical juncture. First, a constitutive model for the compaction stage is developed based on the changes in tangent modulus and logistic distribution characteristics. Subsequently, drawing on the principles of continuous damage mechanics and statistical damage, we assume that the strength of microelements adheres to the logistic distribution and the Mohr-Coulomb criterion, thereby establishing a damage constitutive model that captures the deformation characteristics post-compaction. Furthermore, a novel brittleness evaluation index is proposed, reflecting the entire damage evolution characteristics. Finally, the proposed constitutive model and brittleness index are validated using uniaxial and conventional triaxial compression test data from glutenite, granodiorite, red sandstone, quartzite, marble, and Maharashtra sandstone. The findings indicate that: (1) The segmented constitutive model based on logistic distribution accurately simulates the complete stress-strain process of various rock types under uniaxial and conventional triaxial compression, effectively describing both peak strength and peak strain of the samples. (2) The speed of damage evolution is inversely proportional to confining pressures; thus, increasing confining pressure can suppress damage development, enhance ductility, and reduce brittleness. (3) The parameters m and f0 influence the degree and length of concavity on the compaction stage curve, while parameters M and F0 affect the degree of brittle failure and peak strength. Collectively, these four model parameters govern the deformation characteristics, strength properties, and brittleness of the rock, ultimately shaping the theoretical constitutive relation curve. (4) The brittleness evaluation index, which comprehensively considers the pre-peak damage degree, peak strain, and post-peak damage evolution speed of rocks, demonstrates rationality, and the feasibility of this new index is corroborated through experimental results across six rock types under varying confining pressures. This research offers valuable insights for constructing brittleness indexes grounded in the rock damage constitutive model, thereby enhancing the analysis and evaluation of rock brittleness.
郭允朋1,2,刘冬桥1,2,杨圣开3,王 炀4,李杰宇5,凌 凯1,2. 基于Logistic分布的脆性岩石应变软化损伤本构模型及其验证[J]. 岩石力学与工程学报, 2025, 44(7): 1828-1845.
GUO Yunpeng1, 2, LIU Dongqiao1, 2, YANG Shengkai3, WANG Yang4, LI Jieyu5, LING Kai1, 2. Strain softening damage constitutive model and its verification for brittle rocks based on Logistic distribution. , 2025, 44(7): 1828-1845.
[1] DOUGILL J W,Al E. Mechanics in engineering[C]// Proceedings of the 1st ASCE-EMD Specialty Conference on Mechanics in Engineering. Waterloo:University of Waterloo,1977:333–355.
[2] 张 超,杨楚卿,白 允. 岩石类脆性材料损伤演化分析及其模型方法研究[J]. 岩土力学,2021,42(9):2 344–2 354.(ZHANG Chao,YANG Chuqing,BAI Yun. Investigation of damage evolution and its model of rock-like brittle materials[J]. Rock and Soil Mechanics,2021,42(9):2 344–2 354.(in Chinese))
[3] LI X,CAO W G,SU Y H. A statistical damage constitutive model for softening behavior of rocks[J]. Engineering Geology,2012,143–144:1–17.
[4] 曹文贵,莫 瑞,李 翔. 基于正态分布的岩石软硬化损伤统计本构模型及其参数确定方法探讨[J]. 岩土工程学报,2007,29(5):671–675.(CAO Wengui,MO Rui,LI Xiang. Study on statistical constitutive model and determination of parameters of rock based on normal distribution[J]. Chinese Journal of Geotechnical Engineering,2007,29(5):671–675.(in Chinese))
[5] 温 韬,唐辉明,刘佑荣,等. 影响因子修正的新型岩石损伤统计本构模型[J]. 中国矿业大学学报,2016,45(1):141–149.(WEN Tao,TANG Huiming,LIU Yourong,et al. Newly modified damage statistical constitutive model of rock based on impact factor[J]. Journal of China University of Mining and Technology,2016,45(1):141–149.(in Chinese))
[6] 魏 超,赵 程,赵春风,等. 考虑温度作用的岩石统计损伤本构模型及验证[J]. 中南大学学报:自然科学版,2024,55(3):1 056–1 067.(WEI Chao,ZHAO Cheng,ZHAO Chunfeng,et al. Statistical damage constitutive model for rocks considering temperature effects and its validation[J]. Journal of Central South University:Science and Technology,2024,55(3):1 056–1 067.(in Chinese))
[7] WANG J B,SONG Z P,ZHAO B Y,et al. A study on the mechanical behavior and statistical damage constitutive model of sandstone[J]. Arabian Journal for Science and Engineering,2018,43(10):5 179–5 192.
[8] 刘冬桥,王 焯,张晓云. 岩石应变软化变形特性及损伤本构模型研究[J]. 岩土力学,2017,38(10):2 901–2 908.(LIU Dongqiao,WANG Zhuo,ZHANG Xiaoyun. Characteristics of strain softening of rocks and its damage constitutive model[J]. Rock and Soil Mechanics,2017,38(10):2 901–2 908.(in Chinese))
[9] LIU D Q,HE M C,CAI M. A damage model for modeling the complete stress-strain relations of brittle rocks under uniaxial compression[J]. International Journal of Damage Mechanics,2018,27(7):1 000–1 019.
[10] 黄海峰,巨能攀,李 路,等. 基于改进Harris函数的岩石统计损伤软化模型[J]. 工程地质学报,2018,26(2):520–527.(HUANG Haifeng,JU Nengpan,LI Lu,et al. Improved Harris function based statistical damage softening model for rocks[J]. Journal of Engineering Geology,2018,26(2):520–527.(in Chinese))
[11] 蒋浩鹏,姜谙男,杨秀荣. 基于Weibull分布的高温岩石统计损伤本构模型及其验证[J]. 岩土力学,2021,42(7):1 894–1 902.(JIANG Haopeng,JIANG Annan,YANG Xiurong. Statistical damage constitutive model of high temperature rock based on Weibull distribution and its verification[J]. Rock and Soil Mechanics,2021,42(7):1 894–1 902. (in Chinese))
[12] XU X L,KARAKUS M. A coupled thermo-mechanical damage model for granite[J]. International Journal of Rock Mechanics and Mining Sciences,2018,103:195–204.
[13] 邓华锋,胡安龙,李建林,等. 水岩作用下砂岩劣化损伤统计本构模型[J]. 岩土力学,2017,38(3):631–639.(DENG Huafeng,HU Anlong,LI Jianlin,et al. Statistical damage constitutive model of sandstone under water-rock interaction[J]. Rock and Soil Mechanics,2017,38(3):631–639.(in Chinese))
[14] BIAN K,LIU J,ZHANG W,et al. Mechanical behavior and damage constitutive model of rock subjected to water-weakening effect and uniaxial loading[J]. Rock Mechanics and Rock Engineering,2019,52:97–106.
[15] 张平阳,夏才初,周舒威,等. 循环加–卸载岩石本构模型研究[J]. 岩土力学,2015,36(12):3 354–3 359.(ZHANG Pingyang,XIA Caichu,ZHOU Shuwei,et al. A constitutive model for rock under cyclic loading and unloading[J]. Rock and Soil Mechanics,2015,36(12):3 354–3 359.(in Chinese))
[16] 张慧梅,孟祥振,彭 川,等. 冻融-荷载作用下基于残余强度特征的岩石损伤模型[J]. 煤炭学报,2019,44(11):3 404–3 411.(ZHANG Huimei,MENG Xiangzhen,PENG Chuan,et al. Rock damage constitutive model based on residual intensity characteristics under freeze-thaw and load[J]. Journal of China Coal Society,2019,44(11):3 404–3 411.(in Chinese))
[17] JIANG W T,LAI Y M,YU F,et al. Mechanical properties investigation and damage constitutive models of red sandstone subjected to freeze-thaw cycles[J]. Cold Regions Science and Technology,2023,207:103776.
[18] 汪 杰,宋卫东,付建新. 考虑节理倾角的岩体损伤本构模型及强度准则[J]. 岩石力学与工程学报,2018,37(10):2 253–2 263. (WANG Jie,SONG Weidong,FU Jianxin. A damage constitutive model and strength criterion of rock mass considering the dip angle of joints[J]. Chinese Journal of Rock Mechanics and Engineering,2018,37(10):2 253–2 263.(in Chinese))
[19] YAN J B,ZOU Z X,GUO S W,et al. Mechanical behavior and damage constitutive model of granodiorite in a deep buried tunnel[J]. Bulletin of Engineering Geology and the Environment,2022,81(3):118.
[20] 曹瑞琅,贺少辉,韦 京,等. 基于残余强度修正的岩石损伤软化统计本构模型研究[J]. 岩土力学,2013,34(6):1 652–1 660.(CAO Ruilang,HE Shaohui,WEI Jing,et al. Study of modified statistical damage softening constitutive model for rock considering residual strength[J]. Rock and Soil Mechanics,2013,34(6):1 652–1 660.(in Chinese))
[21] CHEN K,CUDMANI R,OLARTE A A P. Mechanical impairment characteristics and a novel constitutive model for rocks subjected to uniaxial loading process[J]. International Journal of Damage Mechanics,2024,33(7):497–526.
[22] 刘洪涛,刘勤裕,韩子俊,等. 基于三轴压缩的脆性煤体力学性质及其本构关系研究[J]. 岩石力学与工程学报,2023,42(12):2 932–2 944.(LIU Hongtao,LIU Qinyu,HAN Zijun,et al. Study on mechanical properties and constitutive relation of brittle coal based on triaxial compression[J]. Chinese Journal of Rock Mechanics and Engineering,2023,42(12):2 932–2 944.(in Chinese))
[23] 王军保,刘新荣,宋战平,等. 基于反S函数的盐岩单轴压缩全过程蠕变模型[J]. 岩石力学与工程学报,2018,37(11):2 446–2 459. (WANG Junbao,LIU Xinrong,SONG Zhanping,et al. A whole process creeping model of salt rock under uniaxial compression based on inverse S function[J]. Chinese Journal of Rock Mechanics and Engineering,2018,37(11):2 446–2 459.(in Chinese))
[24] PENG J,RONG G,CAI M,et al. A model for characterizing crack closure effect of rocks[J]. Engineering Geology,2015,189:48–57.
[25] 张 超,曹文贵,徐 赞,等. 岩石初始宏观变形模拟及微裂纹闭合应力确定方法[J]. 岩土力学,2018,39(4):1 281–1 288. (ZHANG Chao,CAO Wengui,XU Zan,et al. Initial macro-deformation simulation and determination method of micro-crack closure stress for rock[J]. Rock and Soil Mechanics,2018,39(4):1 281–1 288.(in Chinese))
[26] 李修磊,陈洪凯,张金浩. 考虑初始空隙压密的岩石变形全过程本构模型[J]. 西南交通大学学报,2022,57(2):314–321.(LI Xiulei,CHEN Hongkai,ZHANG Jinhao. Statistical damage model for whole deformation and failure process of rock considering initial void closure[J]. Journal of Southwest Jiaotong University,2022,57(2):314–321.(in Chinese))
[27] 刘冬桥,郭允朋,李杰宇,等. 基于声发射的脆性岩石单轴压缩损伤演化与本构模型[J]. 中国矿业大学学报,2023,52(4):687–700.(LIU Dongqiao,GUO Yunpeng,LI Jieyu,et al. Damage evolution and constitutive model of brittle rock under uniaxial compression based on acoustic emission[J]. Journal of China University of Mining and Technology,2023,52(4):687–700.(in Chinese))
[28] FENG W L,QIAO C S,WANG T,et al. Strain-softening composite damage model of rock under thermal environment[J]. Bulletin of Engineering Geology and the Environment,2020,79(8):4 321–4 333.
[29] GAO F,XIONG X,XU C S,et al. Mechanical property deterioration characteristics and a new constitutive model for rocks subjected to freeze-thaw weathering process[J]. International Journal of Rock Mechanics and Mining Sciences,2021,140:104642.
[30] GONG F Q,ZHANG P L,XU L. Damage constitutive model of brittle rock under uniaxial compression based on linear energy dissipation law[J]. International Journal of Rock Mechanics and Mining Sciences,2022,160:105273.
[31] CHEN K,CUDMANI R,PEÑA A. Assessment method for determining rock brittleness based on statistical damage constitutive relations[J]. Geomechanics for Energy and the Environment,2024,37:100517.
[32] 王 凯,蒋一峰,徐 超. 不同含水率煤体单轴压缩力学特性及损伤统计模型研究[J]. 岩石力学与工程学报,2018,37(5):1 070–1 079. (WANG Kai,JIANG Yifeng,XU Chao. Mechanical properties and statistical damage model of coal with different moisture contents under uniaxial compression[J]. Chinese Journal of Rock Mechanics and Engineering,2018,37(5):1 070–1 079.(in Chinese))
[33] 刘冬桥,郭允朋,李杰宇,等. 基于耗散能演化的层状黄砂岩损伤本构模型及其验证[J]. 工程科学学报,2024,46(5):784–799.(LIU Dongqiao,GUO Yunpeng,LI Jieyu,et al. Damage constitutive model for layered yellow sandstone based on dissipative energy evolution and its verification[J]. Chinese Journal of Engineering,2024,46(5):784–799.(in Chinese))
[34] LIU D Q,GUO Y P,LING K,et al. A whole process damage constitutive model for layered sandstone under uniaxial compression based on Logistic function[J]. Journal of Central South University,2024,31(7):2 411–2 430.
[35] PENG J,CAI M,LIU D Q,et al. A phenomenological model of brittle rocks under uniaxial compression[J]. International Journal of Geohazards and Environment,2015,1(2):53–62.
[36] 陈 凯. 岩石损伤本构模型的建立及其在围岩稳定性计算中的应用[硕士学位论文][D]. 徐州:中国矿业大学,2018.(CHEN Kai. The establishment of rock damage constitutive model and the application in the calculation of surrounding rock stability[M. S. Thesis][D]. Xuzhou:China University of Mining and Technology,2018.(in Chinese))
[37] CHEN K,CUDMANI R,OLARTE A A P. Validation of a damage constitutive model based on logistic model dedicated to the mechanical behavior of the rock[J]. Geomechanics and Geophysics for Geo-Energy and Geo-Resources,2024,10(1):15.
[38] MENG X Z,ZHANG H M,LIU X Y. Rock damage constitutive model based on the modified logistic equation under freeze-thaw and load conditions[J]. Journal of Cold Regions Engineering,2021,35(4):04021016.
[39] CHEN Y F,LIN H,XIE S J,et al. Fracture closure empirical model and theoretical damage model of rock under compression[J]. Materials,2023,16(2):589.
[40] WANG R Q,WANG G L,ZHANG L,et al. Coupled macro–meso damage constitutive model for fractured rocks based on logistic growth theory[J]. Engineering Fracture Mechanics,2023,281:109132.
[41] 詹金武,周亚来,王 雨,等. 高温-冷却-冲击循环下花岗岩物理损伤及力学劣化试验研究[J]. 岩土力学,2024,45(8):2 362–2 372. (ZHAN Jinwu,ZHOU Yalai,WANG Yu,et al. Experimental study on physical damage and mechanical degradation of granite subjected to high-temperature cooling impact cycling[J]. Rock and Soil Mechanics,2024,45(8):2 362–2 372.(in Chinese))
[42] MARTIN C D,CHANDLER N A. The progressive fracture of Lac du Bonnet granite[J]. International Journal of Rock Mechanics and Mining Sciences and Geomechanics Abstracts,1994,31(6):643–659.
[43] EBERHARDT E,STEAD D,STIMPSON B,et al. Identifying crack initiation and propagation thresholds in brittle rock[J]. Canadian Geotechnical Journal,1998,35(2):222–233.
[44] KIM J S,LEE K S,CHO W J,et al. A comparative evaluation of stress–strain and acoustic emission methods for quantitative damage assessments of brittle rock[J]. Rock Mechanics and Rock Engineering,2015,48(2):495–508.
[45] 彭 俊,蔡 明,荣 冠,等. 裂纹闭合应力及其岩石微裂纹损伤评价[J]. 岩石力学与工程学报,2015,34(6):1 091–1 100.(PENG Jun,CAI Ming,RONG Guan,et al. Stresses for crack closure and its application to assessing stress-induced microcrack damage[J]. Chinese Journal of Rock Mechanics and Engineering,2015,34(6):1 091–1 100.(in Chinese))
[46] ZHOU Z L,WANG P Y,CAI X,et al. Estimating crack closure and damage stress thresholds of rock during uniaxial compression based on axial plastic strain[J]. Journal of Central South University,2023,30(10):3 335–3 348.
[47] XIE S J,HAN Z Y,SHU R H,et al. A new method to determine the crack closure stress based on stress difference[J]. Theoretical and Applied Fracture Mechanics,2022,119:103337.
[48] WANG T N,ZHAI Y,GAO H,et al. A novel binary effective medium model to describe the prepeak stress-strain relationship of combined bodies of rock-like material and rock[J]. International Journal of Mining Science and Technology,2023,33(5):601–616.
[49] LI L C,ZHAI M Y,ZHANG L Y,et al. Brittleness evaluation of glutenite based on energy balance and damage evolution[J]. Energies,2019,12(18):3 421.
[50] JIANG W T,LAI Y M,MA Q G,et al. Mechanical damage model and brittleness index of frozen rocks based on statistical damage theory[J]. Acta Geotechnica,2023,18:4 687–4 713.
[51] YUMLU M,OZBAY M U. A study of the behaviour of brittle rocks under plane strain and triaxial loading conditions[J]. International Journal of Rock Mechanics and Mining Sciences and Geomechanics Abstracts,1995,32(7):725–733.
[52] 陈国庆,吴家尘,蒋万增,等. 基于弹性能演化全过程的岩石脆性评价方法[J]. 岩石力学与工程学报,2020,39(5):901–911.(CHEN Guoqing,WU Jiachen,JIANG Wanzeng,et al. An evaluation method of rock brittleness based on the whole process of elastic energy evolution[J]. Chinese Journal of Rock Mechanics and Engineering,2020,39(5):901–911.(in Chinese))
[53] CHEN K. Constitutive model of rock triaxial damage based on the rock strength statistics[J]. International Journal of Damage Mechanics,2020,29(10):1 487–1 511.
[54] TIAN Y K,WEIJERMARS R,ZHOU F J,et al. Advances in stress-strain constitutive models for rock failure:Review and new dynamic constitutive failure (DCF) model using core data from the Tarim Basin (China)[J]. Earth-Science Reviews,2023,243:104 473.
[55] 蔡 武,窦林名,韩荣军,等. 基于损伤统计本构模型的煤层冲击倾向性研究[J]. 煤炭学报,2011,36(增2):346–352.(CAI Wu,DOU Linming,HAN Rongjun,et al. Bursting liability of coal based on damage statistical constitutive model[J]. Journal of China Coal Society,2011,36(Supp.2):346–352.(in Chinese))
[56] 吴学明,王苏健,张天军,等. 煤层冲击倾向性评价的新指标体系[J]. 西安科技大学学报,2019,39(5):782–789.(WU Xueming,WANG Sujian,ZHANG Tianjun,et al. New index of coal seam impact tendencies[J]. Journal of Xi'an University of Science and Technology,2019,39(5):782–789.(in Chinese))
[57] 胡清波,梁海安,杨 婷,等. 一种基于统计损伤本构关系的岩石脆性评价新方法[J]. 哈尔滨工业大学学报,2020,52(11):147–156.(HU Qingbo,LIANG Haian,YANG Ting,et al. A new method for rock brittleness evaluation based on statistical damage constitutive relation[J]. Journal of Harbin Institute of Technology,2020,52(11):147–156.(in Chinese))
[58] 李天斌,高美奔,陈国庆,等. 基于热–力–损伤本构参数的硬岩脆性评价方法[J]. 岩石力学与工程学报,2022,41(增1):2 593–2 602.(LI Tianbin,GAO Meiben,CHEN Guoqing,et al. A method for evaluating brittleness of hard rocks based on thermal-mechanical-damage constitutive parameters[J]. Chinese Journal of Rock Mechanics and Engineering,2022,41(Supp.1):2 593–2 602.(in Chinese))
[59] 张 军,艾 池,李玉伟,等. 基于岩石破坏全过程能量演化的脆性评价指数[J]. 岩石力学与工程学报,2017,36(6):1 326–1 340. (ZHANG Jun,AI Chi,LI Yuwei,et al. Brittleness evaluation index based on energy variation in the whole process of rock failure[J]. Chinese Journal of Rock Mechanics and Engineering,2017,36(6):1 326–1 340.(in Chinese))