The crack volume strain method and acoustic emission(AE)method are used to analyze the anisotropy of the crack initiation strength,damage strength,the failure mode and the AE characteristics of coal reservoir.The resu...The crack volume strain method and acoustic emission(AE)method are used to analyze the anisotropy of the crack initiation strength,damage strength,the failure mode and the AE characteristics of coal reservoir.The results show that coal reservoirs show obvious anisotropic characteristics in compressive strength,cracking initiation strength and damage strength.The compressive strength of coal reservoirs decreases with the increase of bedding angle,but the reservoirs with bedding angles of 450 and 900 differ little in compressive strength.The crack initiation strength and damage strength decrease first and then increase with the increase of bedding angle.The crack initiation strength and damage strength are the highest,at the bedding angle of 0°,moderate at the bedding angle of 90°,and lowest at the bedding angle of 45°.When the bedding angle is 0°,the failure of the coal reservoirs is mainly steady propagation of large-scale fractures.When the bedding angle is 45°,one type of failure is caused by steady propagation of small-scale fractures,and the other type of failure is due to a sudden instability of large-scale fractures.When the bedding angle is 90°,the failure is mainly demonstrated by a sudden-instability of small-scale fractures.Compared with the cumulative count method of the AE,the cumulative energy method is more suitable for determining crack initiation strength and damage strength of coal reservoirs.展开更多
In order to quantify coal pore structure heterogeneity and anisotropy,synchrotron radiation SAXS(Small Angle X-ray Scattering)was applied to obtain the SAXS images of two different rank coal samples.The surface fracta...In order to quantify coal pore structure heterogeneity and anisotropy,synchrotron radiation SAXS(Small Angle X-ray Scattering)was applied to obtain the SAXS images of two different rank coal samples.The surface fractal dimension(D1)and pore fractal dimension(D2)were obtained by processing the image data.The pore structure heterogeneity of two coal samples was quantified by pore fractal dimension(D2).Pore fractal dimension of Xinzhouyao coal is 2.74 and pore fractal dimension of Tangshan coal is 1.69.As a result,the pore structure heterogeneity of Xinzhouyao coal is stronger than that of Tangshan coal.3D pore structure imaging was achieved by synchrotron radiation nano-CT.The selected Region of Interest(ROI)of coal sample was divided into a certain number of subvolumes.Pore structure heterogeneity was quantified by calculating the limit of the relative standard deviation of each subvolume’s porosity.The heterogeneity value of Xinzhouyao coal pore structure is 3.21 and the heterogeneity value of Tangshan coal pore structure is 2.71.As a result,the pore structure heterogeneity of Xinzhouyao coal is also stronger than that of Tangshan coal,namely,pore structure heterogeneity from synchrotron radiation SAXS and synchrotron radiation nano-CT is consistent.Considering the corresponding relationship between the pore structure anisotropy and the permeability anisotropy,the quantification of pore structure anisotropy was realized by computing the permeability tensor of pore structure using the Lattice Boltzmann method(LBM),and the pore structure anisotropy was characterized by the eigenvalues and eigenvectors of the permeability tensor.The pore structure anisotropy obtained by the method proposed in this paper was validated by the pore structure geometrical morphology.展开更多
文摘在煤矿安全领域,事故的预防至关重要。为了对煤矿开采风险进行深入分析,提出了一种基于文本数据的煤矿安全事故智能分析模型及集成分析平台。首先,采用融合数据增强技术的卷积神经网络文本分类(Text-Convolutional Neural Network,Text-CNN)方法构建煤矿安全事故分析模型,对大量非结构化事故文本进行精准的分类筛选;然后,利用自然语言处理(Natural Language Processing,NLP)技术建立煤矿事故简报集成分析系统,通过该系统对煤矿事故报告进行事故统计分析、风险分析等,总结出不同地区煤矿事故的死亡情况与类型差异,明确了煤矿安全事故之间的潜在模式。研究表明,通过集合事故简报分析模型的集成分析平台可以实现对煤矿安全事故信息的获取再利用,分析事故潜在规律和风险大小,有助于提升煤矿的风险管理水平,提高事故预防能力。
基金Supported by the National Natural Science Foundation of China(51804309,51861145403)State Key Laboratory of Water Resource Protection and Utilization in Coal Mining,China(SHJT-17-42.10)。
文摘The crack volume strain method and acoustic emission(AE)method are used to analyze the anisotropy of the crack initiation strength,damage strength,the failure mode and the AE characteristics of coal reservoir.The results show that coal reservoirs show obvious anisotropic characteristics in compressive strength,cracking initiation strength and damage strength.The compressive strength of coal reservoirs decreases with the increase of bedding angle,but the reservoirs with bedding angles of 450 and 900 differ little in compressive strength.The crack initiation strength and damage strength decrease first and then increase with the increase of bedding angle.The crack initiation strength and damage strength are the highest,at the bedding angle of 0°,moderate at the bedding angle of 90°,and lowest at the bedding angle of 45°.When the bedding angle is 0°,the failure of the coal reservoirs is mainly steady propagation of large-scale fractures.When the bedding angle is 45°,one type of failure is caused by steady propagation of small-scale fractures,and the other type of failure is due to a sudden instability of large-scale fractures.When the bedding angle is 90°,the failure is mainly demonstrated by a sudden-instability of small-scale fractures.Compared with the cumulative count method of the AE,the cumulative energy method is more suitable for determining crack initiation strength and damage strength of coal reservoirs.
基金Supported by the National Natural Science Foundation of China(51861145403,51874312)China Postdoctoral Science Foundation(2018M641526).
文摘In order to quantify coal pore structure heterogeneity and anisotropy,synchrotron radiation SAXS(Small Angle X-ray Scattering)was applied to obtain the SAXS images of two different rank coal samples.The surface fractal dimension(D1)and pore fractal dimension(D2)were obtained by processing the image data.The pore structure heterogeneity of two coal samples was quantified by pore fractal dimension(D2).Pore fractal dimension of Xinzhouyao coal is 2.74 and pore fractal dimension of Tangshan coal is 1.69.As a result,the pore structure heterogeneity of Xinzhouyao coal is stronger than that of Tangshan coal.3D pore structure imaging was achieved by synchrotron radiation nano-CT.The selected Region of Interest(ROI)of coal sample was divided into a certain number of subvolumes.Pore structure heterogeneity was quantified by calculating the limit of the relative standard deviation of each subvolume’s porosity.The heterogeneity value of Xinzhouyao coal pore structure is 3.21 and the heterogeneity value of Tangshan coal pore structure is 2.71.As a result,the pore structure heterogeneity of Xinzhouyao coal is also stronger than that of Tangshan coal,namely,pore structure heterogeneity from synchrotron radiation SAXS and synchrotron radiation nano-CT is consistent.Considering the corresponding relationship between the pore structure anisotropy and the permeability anisotropy,the quantification of pore structure anisotropy was realized by computing the permeability tensor of pore structure using the Lattice Boltzmann method(LBM),and the pore structure anisotropy was characterized by the eigenvalues and eigenvectors of the permeability tensor.The pore structure anisotropy obtained by the method proposed in this paper was validated by the pore structure geometrical morphology.
