煤岩瓦斯复合动力灾害监测预警与防控技术研究进展

杨科; 李彩青; 刘文杰; 张寨男

doi:10.13272/j.issn.1671-251x.18187

煤岩瓦斯复合动力灾害监测预警与防控技术研究进展

doi: 10.13272/j.issn.1671-251x.18187

杨科^{1, 2,},
李彩青^{1, 2},
刘文杰^{1, 2},
张寨男^{1, 2}

1.
安徽理工大学煤矿安全高效开采省部共建教育部重点实验室，安徽淮南　232001
2.
安徽理工大学深部煤矿采动响应与灾害防控国家重点实验室，安徽淮南　232001

基金项目: 国家自然科学基金区域创新发展联合基金项目（U21A20110）。

详细信息

作者简介:
杨科（1979—），男，四川叙永人，教授，博士，主要研究方向为煤岩动力灾害监测预警与防控，E-mail：keyang2003@163.com

中图分类号: TD67
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出版历程
- 收稿日期: 2024-04-15
- 修回日期: 2024-04-25
- 网络出版日期: 2024-05-10

Research progress on monitoring, early warning, and prevention and control technologies for coal-rock-gas composite dynamic disasters

YANG Ke^{1, 2
,},
LI Caiqing^{1, 2},
LIU Wenjie^{1, 2},
ZHANG Zhainan^{1, 2}

1.
Key Laboratory of Safe and Effective Coal Mining Ministry of Education, Anhui University of Science and Technology, Huainan 232001, China
2.
State Key Laboratory of Mining Response and Disaster Prevention and Control in Deep Coal Mines, Anhui University of Science and Technology, Huainan 232001, China

摘要

摘要: 煤岩瓦斯复合动力灾害是深部煤炭开采的重大安全隐患，探明其致灾机理、发展监测预警及防控技术是防治关键。提出了煤岩瓦斯复合动力灾害防治“四面体”理论，即分别从灾害分类、灾害机理、灾害预警、灾害防控4个层面概述煤岩瓦斯复合动力灾害研究进展。总结了以能量释放主体、初始瓦斯压力、载荷条件为主的复合动力灾害类型划分依据；梳理了理论分析尺度和实验室尺度下的复合动力灾害机理研究进展，发现应力路径、微裂纹动态演化和煤岩赋存地质因素临界指标是致灾机理研究的关键；概述了以前期灾害前兆信息判识、中期灾害前兆信息采集、后期灾害一体化监测预警为主线的复合动力灾害监测预警技术研究进展；揭示了复合动力灾害消能减灾一体化防控技术和多尺度分源防控关键技术科学内涵。在此基础上针对两淮矿区灾害特点，提出了深部强动载条件下复合动力灾害智能判识与预警方法和分区协同防控方法。基于当前研究进展，提出了煤岩瓦斯复合动力灾害研究亟待解决的问题，助力实现深部煤炭安全、精准、高效开采。
- 煤岩瓦斯复合动力灾害 /
- 灾害分类 /
- 致灾机理 /
- 监测预警 /
- 灾害防控
Abstract: Coal-rock-gas composite dynamic disaster is a major safety hazard in deep coal mining. Exploring its disaster mechanism and developing monitoring, early warning, prevention and control technologies are key to prevention and control. Therefore, the 'tetrahedral' theory for the prevention and control of coal-rock-gas composite dynamic disasters is proposed. The theory summarizes the research progress of coal-rock-gas composite dynamic disasters from four levels: disaster classification, disaster mechanism, disaster warning, and disaster prevention and control. The study summarizes the basis for classifying the type of composite dynamic hazard based on the main body of energy release, initial gas pressure, and loading conditions. The study reviews the research progress on composite dynamic disaster mechanisms at both theoretical and laboratory scales. It is found that stress paths, dynamic evolution of microcracks, and critical indicators of geological factors associated with coal and rock occurrence are key to the study of disaster mechanisms. The paper summarizes the research progress of composite dynamic disaster monitoring and early warning technology, with the main focus on early disaster precursor information identification, mid-term disaster precursor information collection, and integrated monitoring and early warning of later disasters. The study reveals the scientific connotation of integrated prevention and control technology for energy dissipation and disaster reduction in composite power disasters, as well as key technologies for multi-scale and multi-source prevention and control. On this basis, based on the features of disasters in the Lianghuai Mining Areas, intelligent identification and warning methods for composite dynamic disasters under deep strong dynamic load conditions and zoning collaborative prevention and control methods are proposed. Finally, based on current research progress, urgent issues in the study of coal-rock-gas composite dynamic disasters are proposed to help achieve safe, precise, and efficient mining of deep coal.
- coal-rock-gas composite dynamic disaster /
- disaster classification /
- disaster causing mechanism /
- monitoring and early warning /
- disaster prevention and control

HTML全文

图 1 不同应力路径下煤岩组合体破坏和素描^[10]

Figure 1. Failure and sketch of coal-rock combination under different stress paths^[10]

下载: 全尺寸图片幻灯片

图 2 煤岩瓦斯复合动力灾害机理^[10,15]

Figure 2. Mechanism of coal-rock-gas composite dynamic disaster^[10,15]

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图 3 复合动力灾害一体化监测设备^[27]

Figure 3. Integrated monitoring equipment for composite dynamic disaster^[27]

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图 4 基于 U−Net的震动波到时拾取模型^[54]

Figure 4. Shockwave arrival picking model based on U-Net^[54]

下载: 全尺寸图片幻灯片

图 5 两淮矿区深部强动载条件下煤岩瓦斯复合动力灾害多参量预警指标体系

Figure 5. Multi-parameter early warning index system for coal-rock-gas composite dynamic disaster under deep strong dynamic load conditions in Lianghuai Mining Area

下载: 全尺寸图片幻灯片

图 6 力−震−电−瓦斯多参量指标体系数据挖掘

Figure 6. Data mining of force-seismic-electricity-gas multi-parameter index system

下载: 全尺寸图片幻灯片

图 7 煤岩瓦斯复合动力灾害一体化防控技术^[58]

Figure 7. Integrated prevention and control technology of coal-rock-gas composite dynamic disaster^[58]

下载: 全尺寸图片幻灯片

图 8 深部强动载诱导煤岩瓦斯复合动力灾害分区协同防控方法技术路径

Figure 8. Technical path of coordinated prevention and control method for coal-rock-gas composite dynamic disaster induced by deep strong dynamic load

下载: 全尺寸图片幻灯片

表 1 煤矿复合动力灾害机理主要研究进展

Table 1. Main research progress of coal mine composite dynamic disaster mechanism

主要作者（发表年份）	主要研究进展
章梦涛等^[28]（1991）	冲击地压和煤与瓦斯突出统一失稳理论
李铁等^[33]（2005）	高压瓦斯气体极有可能参与了冲击地压的孕育，建议深部开采应高度重视冲击地压与瓦斯灾害的相关性
陆菜平等^[26]（2006）	依据能量积聚与耗散理论，提出了煤岩瓦斯复合动力灾害的强度弱化机理
王振^[37]（2010）	以试验研究和理论分析为基础，提出了冲击地压和煤与瓦斯突出在孕育发生和发展等不同阶段的诱发转化条件
蓝航等^[23]（2010）	量化煤岩固体变形能和瓦斯气体膨胀能，建立了煤岩瓦斯复合动力灾害统一能量方程，对深部开采条件下兼具冲击地压和煤与瓦斯突出灾害特征的复合动力灾害过渡类型现象给出了解释
李铁等^[38]（2011）	研究了“三软”煤层底板冲击地压诱导煤与瓦斯突出的力学机制，建立了准备和激发阶段底板冲击地压诱导煤与瓦斯突出的力学模型
张建国^[19]（2012）	以平顶山矿区为工程背景，揭示了深井动力灾害多因素耦合统一灾变机理，建立了统一的数学模型
潘一山^[27]（2016）	将含瓦斯煤视作“气−固”两相复合材料，通过研究灾害发生时煤岩破坏特征和瓦斯演化规律，提出了复合动力灾害的统一失稳判别准则
朱丽媛^[18]（2016）	基于复合动力灾害统一发生机理建立了数学模型，并给出了定解条件，分析了冲击地压和煤与瓦斯突出的诱发转化机理
尹光志等^[17]（2017）	通过不同物理力学性质条件下的真三轴试验，指出气体的势能、渗透作功和解吸膨胀能均是复合动力灾害孕育和诱发的助推力量
朱丽媛等^[13]（2018）	建立了圆形巷道冲击地压、瓦斯突出复合灾害模型，探讨了冲击地压和煤与瓦斯突出的诱导转化机理
王恩元等^[39]（2019）	通过含瓦斯煤冲击试验，建立了冲击载荷下含瓦斯煤动力学本构方程，揭示了冲击诱导煤体的破坏机制，得到了冲击载荷对原煤瓦斯放散行为的影响
杜锋^[11]（2019）	建立含瓦斯煤岩组合体损伤与煤中瓦斯渗流耦合失稳诱发煤与瓦斯突出−冲击耦合动力灾害能量判据，揭示了含瓦斯煤岩组合体耦合失稳诱发复合动力灾害的机制
鲁俊^[22]（2020）	基于能量原理指出深部煤岩瓦斯复合动力灾害发生时，高压气体（瓦斯）主要通过促进裂纹扩展、发育、贯通加剧煤体充分破坏，同时以气体内能膨胀的形式提供动力灾害所需能量，致使煤体抛出
许廷君^[4]（2023）	建立了基于弹性能“煤体积聚−岩体转移”耦合作用机制的复合动力灾害发生能量判据

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参考文献(60)

[1]	谢和平,任世华,谢亚辰,等. 碳中和目标下煤炭行业发展机遇[J]. 煤炭学报,2021,46(7):2197-2211. XIE Heping,REN Shihua,XIE Yachen,et al. Development opportunities of the coal industry under the goal of carbon neutrality[J]. Journal of Coal Science,2021,46(7):2197-2211.
[2]	袁亮. 废弃矿井资源综合开发利用助力实现“碳达峰、碳中和”目标[J]. 科技导报,2021,39(13):1. YUAN Liang. Comprehensive development and utilization of abandoned mine resources,help achieve the goal of "emission peak and carbon neutralization"[J]. Science & Technology Review,2021,39(13):1.
[3]	袁亮,王恩元,马衍坤,等. 我国煤岩动力灾害研究进展及面临的科技难题[J]. 煤炭学报,2023,48(5):1825-1845. YUAN Liang,WANG Enyuan,MA Yankun,et al. Research progress of coal and rock dynamic disasters and scientific and technological problems in China[J]. Journal of China Coal Society,2023,48(5):1825-1845.
[4]	许廷君. 深部煤岩瓦斯复合动力灾害的能量演化特征研究[D]. 北京:煤炭科学研究总院,2023. XU Tingjun. Research on energy evolution characteristics of deep coal,rock and gas composite dynamic disasters[D]. Beijing:China Coal Science Research Institute,2023.
[5]	谢和平. 深部岩体力学与开采理论研究进展[J]. 煤炭学报,2019,44(5):1283-1305. XIE Heping. Research review of the state key research development program of China:deep rock mechanics and mining theory[J]. Journal of China Coal Science,2019,44(5):1283-1305.
[6]	姜耀东,赵毅鑫,刘文岗,等. 深采煤层巷道平动式冲击失稳三维模型研究[J]. 岩石力学与工程学报,2005,24(16):2864-2869. doi: 10.3321/j.issn:1000-6915.2005.16.009 JIANG Yaodong,ZHAO Yixin,LIU Wengang,et al. Investigation on three-dimensional model of instability of translatory coal bumps in deep mining[J]. Chinese Journal of Rock Mechanics and Engineering,2005,24(16):2864-2869. doi: 10.3321/j.issn:1000-6915.2005.16.009
[7]	陈结,刘博,朱超,等. 基于煤样破坏声发射特征的冲击地压评价预警研究[J]. 煤炭科学技术,2023,51(2):116-129. CHEN Jie,LIU Bo,ZHU Chao,et al. Early-warning evaluation and warning of rock burst using acoustic emission characteristics of coal sample failure[J]. Coal Science and Technology,2023,51(2):116-129.
[8]	姜耀东,潘一山,姜福兴,等. 我国煤炭开采中的冲击地压机理和防治[J]. 煤炭学报,2014,39(2):205-213. JIANG Yaodong,PAN Yishan,JIANG Fuxing,et al. State of the art review on mechanism and prevention of coal bumps in China[J]. Journal of China Coal Society,2014,39(2):205-213.
[9]	胡千庭,赵旭生. 中国煤与瓦斯突出事故现状及其预防的对策建议[J]. 矿业安全与环保,2012,39(5):1-6,99. doi: 10.3969/j.issn.1008-4495.2012.05.001 HU Qianting,ZHAO Xusheng. Present situation of coal and gas outburst accidents in China's coal mines and countermeasures and suggestions for their prevention[J]. Mining Safety and Environmental Protection,2012,39(5):1-6,99. doi: 10.3969/j.issn.1008-4495.2012.05.001
[10]	王凯,杜锋. 煤岩瓦斯复合动力灾害机理研究进展与展望[J]. 安全,2022,43(1):1-10,89. WANG Kai,DU Feng. Research progress and prospect on coal-rock-gas compound dynamic disaster mechanism[J]. Safety & Security,2022,43(1):1-10,89.
[11]	杜锋. 受载含瓦斯煤岩组合体耦合失稳诱发复合动力灾害机制[D]. 北京:中国矿业大学(北京),2019. DU Feng. Mechanism study of coal gas compound dynamic disaster induced by coupling instability of loaded gas bearing coal-rock combination bodies[D]. Beijing:China University of Mining and Technology-Beijing,2019.
[12]	耿友明. 深部矿井复合动力灾害机理及一体化防治技术[J]. 煤矿安全,2016,47(11):73-76. GENG Youming. Mechanism of compound dynamic disaster and integrated prevention technology in deep mine[J]. Safety in Coal Mines,2016,47(11):73-76.
[13]	朱丽媛,潘一山,李忠华,等. 深部矿井冲击地压、瓦斯突出复合灾害发生机理[J]. 煤炭学报,2018,43(11):3042-3050. ZHU Liyuan,PAN Yishan,LI Zhonghua,et al. Mechanisms of rockburst and outburst compound disaster in deep mine[J]. Journal of China Coal Society,2018,43(11):3042-3050.
[14]	IANNACCHIONE A T,ZELANKO J C. Occurrence and remediation of coal mine bumps:a historical review[C]. Mechanics and Mitigation of Violent Failure in Coal and Hard-rock Mines,Washington DC,1995:27-67.
[15]	袁亮. 煤矿典型动力灾害风险判识及监控预警技术研究进展[J]. 煤炭学报,2020,45(5):1557-1566. YUAN Liang. Research progress on risk identification,assessment,monitoring and early warning technologies of typical dynamic hazards in coal mines[J]. Journal of China Coal Society,2020,45(5):1557-1566 .
[16]	袁亮,姜耀东,何学秋,等. 煤矿典型动力灾害风险精准判识及监控预警关键技术研究进展[J]. 煤炭学报,2018,43(2):306-318. YUAN Liang,JIANG Yaodong,HE Xueqiu,et al. Research progress of precise risk accurate identification and monitoring early warning on typical dynamic disasters in coal mine[J]. Journal of China Coal Society,2018,43(2):306-318.
[17]	尹光志,李星,鲁俊,等. 深部开采动静载荷作用下复合动力灾害致灾机理研究[J]. 煤炭学报,2017,42(9):2316-2326. YIN Guangzhi,LI Xing,LU Jun,et al. Disaster-causing mechanism of compound dynamic disaster in deep mining under static and dynamic load conditions[J]. Journal of China Coal Society,2017,42(9):2316-2326.
[18]	朱丽媛. 深部矿井复合动力灾害机理与钻屑多指标监测研究[D]. 阜新:辽宁工程技术大学,2016. ZHU Liyuan. Study on the mechanisim and drilling multi-index monitoring technology of compound dynamic disaster in deep mine[D]. Fuxin:Liaoning Technical University,2016.
[19]	张建国. 平顶山矿区深井动力灾害灾变机理及防治关键技术研究[D]. 徐州:中国矿业大学,2012. ZHANG Jianguo. Study on the disaster mechanism and prevention key technologies of deep mine dynamic disasters in Pingdingshan Coal Mine[D]. Xuzhou:China University of Mining and Technology,2012.
[20]	贝尔 J. 多孔介质流体动力学[M]. 李竞生,陈崇希,译. 北京:中国建筑工业出版社,1984:100-205. BELL J. Fluid dynamics of porous media[M]. LI Jingsheng,CHEN Chongxi,trans. Beijing:China Building Industry Press,1984:100-205.
[21]	HUANG Wei,CHEN Zhanqing,YUE Jianhua,et al. Failure modes of coal containing gas and mechanism of gas outbursts[J]. Mining Science and Technology,2010,20(4):504-509.
[22]	鲁俊. 深部煤岩真三轴力学响应特性及复合动力灾害研究[D]. 重庆:重庆大学,2020. LU Jun. Research on the true triaxial mechanical response characteristics of deep coal rock and compound dynamic disaster[D]. Chongqing:Chongqing University,2020.
[23]	蓝航,潘俊锋,彭永伟. 煤岩动力灾害能量机理的数值模拟[J]. 煤炭学报,2010,35(增刊1):10-14. LAN Hang,PAN Junfeng,PENG Yongwei. Numerical simulation for energy mechanism of underground dynamic disaster[J]. Journal of China Coal Society,2010,35(S1):10-14.
[24]	郭怀广,朱立凯. 深部动力灾害诱发机理及影响因素研究[J]. 煤炭科学技术,2021,49(5):175-181. GUO Huaiguang,ZHU Likai. Discussion on mechanism and influencing factors of deep dynamic disaster[J]. Coal Science and Technology,2021,49(5):175-181.
[25]	周楠,李泽君,张吉雄,等. 采区坚硬岩层动力灾害致灾能量演化及充填弱化机理研究[J]. 采矿与安全工程学报,2023,40(5):1078-1091. ZHOU Nan,LI Zejun,ZHANG Jixiong,et al. Energy evolution and backfilling weakening mechanism of hard rock strata causing dynamic disasters in coal mining district[J]. Journal of Mining & Safety Engineering,2023,40(5):1078-1091.
[26]	陆菜平,窦林名,吴兴荣. 煤岩动力灾害的弱化控制机理及其实践[J]. 中国矿业大学学报,2006,35(3):301-305. doi: 10.3321/j.issn:1000-1964.2006.03.004 LU Caiping,DOU Linming,WU Xingrong. Controlled weakening mechanism of dynamic catastrophe of coal and rock and its practice[J]. Journal of China University of Mining & Technology,2006,35(3):301-305. doi: 10.3321/j.issn:1000-1964.2006.03.004
[27]	潘一山. 煤与瓦斯突出、冲击地压复合动力灾害一体化研究[J]. 煤炭学报,2016,41(1):105-112. PAN Yishan. Integrated study on compound dynamic disaster of coal-gas outburst and rockburst[J]. Journal of China Coal Society,2016,41(1):105-112.
[28]	章梦涛,徐曾和,潘一山,等. 冲击地压和突出的统一失稳理论[J]. 煤炭学报,1991,16(4):48-53. ZHANG Mengtao,XU Zenghe,PAN Yishan,et al. A united instability theory of coal(rock) burst and outburst[J]. Journal of China Coal Society,1991,16(4):48-53.
[29]	刘东,许江,尹光志,等. 多场耦合煤矿动力灾害大型模拟试验系统研制与应用[J]. 岩石力学与工程学报,2013,32(5):966-975. doi: 10.3969/j.issn.1000-6915.2013.05.015 LIU Dong,XU Jiang,YIN Guangzhi,et al. Development and application of multifield coupling large-scale testing system for dynamic disaster in coal mine[J]. Chinese Journal of Rock Mechanics and Engineering,2013,32(5):966-975. doi: 10.3969/j.issn.1000-6915.2013.05.015
[30]	齐庆新,潘一山,李海涛,等. 煤矿深部开采煤岩动力灾害防控理论基础与关键技术[J]. 煤炭学报,2020,45(5):1567-1584. QI Qingxin,PAN Yishan,LI Haitao,et al. Theoretical basis and key technology of prevention and control of coal-rock dynamic disasters in deep coal mining[J]. Journal of China Coal Society,2020,45(5):1567-1584.
[31]	卢新明,阚淑婷. 煤矿动力灾害本源预警方法关键技术与展望[J]. 煤炭学报,2020,45(增刊1):128-139. LU Xinming,KAN Shuting. Key technology and prospect of the original source early warning method for coal mine dynamic disaster[J]. Journal of China Coal Society,2020,45(S1):128-139.
[32]	姜福兴,杨光宇,魏全德,等. 煤矿复合动力灾害危险性实时预警平台研究与展望[J]. 煤炭学报,2018,43(2):333-339. JIANG Fuxing,YANG Guangyu,WEI Quande,et al. Study and prospect on coal mine composite dynamic disaster real-time prewarning platform[J]. Journal of China Coal Society,2018,43(2):333-339.
[33]	李铁,蔡美峰,王金安,等. 深部开采冲击地压与瓦斯的相关性探讨[J]. 煤炭学报,2005,30(5):20-25. LI Tie,CAI Meifeng,WANG Jin'an,et al. Discussion on relativity between rockburst and gas in deep exploitation[J]. Journal of Coal Coal Society,2005,30(5):20-25.
[34]	张福旺,李铁. 平煤十矿煤与瓦斯动力灾害特征与规律分析[J]. 煤矿安全,2009,40(10):75-77,80. ZHANG Fuwang,LI Tie. Analysis on the characteristics and law of coal and gas dynamic disaster in Pingmei No.10 Mine[J]. Safety in Coal Mines,2009,40(10):75-77,80.
[35]	潘一山,章梦涛. 冲击地压失稳理论的解析分析[J]. 岩石力学与工程学报,1996,15(增刊1):504-510. PAN Yishan,ZHANG Mengtao. Analytical analysis of rock burst instability theory[J]. Chinese Journal of Rock Mechanics and Engineering,1996,15(S1):504-510.
[36]	杜锋,王凯,董香栾,等. 基于CT三维重构的煤岩组合体损伤破坏数值模拟研究[J]. 煤炭学报,2021,46(增刊1):253-262. DU Feng,WANG Kai,DONG Xiangluan,et al. Numerical simulation of damage and failure of coal-rock combination based on CT three-dimensional reconstruction[J]. Journal of China Coal Society,2021,46(S1):253-262.
[37]	王振. 煤岩瓦斯动力灾害新的分类及诱发转化条件研究[D]. 重庆:重庆大学,2010. WANG Zhen. Study on new classification and induction and transforming conditions of dynamic disasters in coal mine[D]. Chongqing:Chongqing University,2010.
[38]	李铁,梅婷婷,李国旗,等. “三软”煤层冲击地压诱导煤与瓦斯突出力学机制研究[J]. 岩石力学与工程学报,2011,30(6):1283-1288. LI Tie,MEI Tingting,LI Guoqi,et al. Mechanism study of coal and gas outburst induced by rockburst in "three-soft" coal seam[J]. Chinese Journal of Rock Mechanics and Engineering,2011,30(6):1283-1288.
[39]	王恩元,孔祥国,何学秋,等. 冲击载荷下三轴煤体动力学分析及损伤本构方程[J]. 煤炭学报,2019,44(7):2049-2056. WANG Enyuan,KONG Xiangguo,HE Xueqiu,et al. Dynamics analysis and damage constitute equation of triaxial coal mass under impact load[J]. Journal of China Coal Society,2019,44(7):2049-2056.
[40]	尹永明,张兴凯,姜福兴,等. 冲击型煤与瓦斯突出力学机制及危险性评价技术研究[J]. 采矿与安全工程学报,2018,35(4):801-809. YIN Yongming,ZHANG Xingkai,JIANG Fuxing,et al. Study on mechanical mechanism and danger evaluation technology of coal and gas outburst induced by rockburst[J]. Journal of Mining & Safety Engineering,2018,35(4):801-809.
[41]	郭建霖. 平顶山矿区深部复合动力灾害危险性多参量监测研究[D]:阜新:辽宁工程技术大学,2022. GUO Jianlin. Research on multi-parameter monitoring of deep compound dynamic disaster risk in Pingdingshan Mining Area[D]. Fuxin:Liaoning Technical University,2022.
[42]	张向阳. 采场围岩三维力学特征与冲击地压的联系[J]. 煤炭技术,2013,32(9):79-81. doi: 10.3969/j.issn.1008-8725.2013.09.040 ZHANG Xiangyang. Relation between stress shell and rockburst of stope surrounding rock[J]. Coal Technology,2013,32(9):79-81. doi: 10.3969/j.issn.1008-8725.2013.09.040
[43]	付玉凯,苗永春,杨威. 煤岩在冲击载荷下的动态力学特性对比分析[J]. 煤炭科学技术,2015,43(11):6-11. FU Yukai,MIAO Yongchun,YANG Wei. Comparison analysis on dynamic mechanics features of coal and rock under shock load[J]. Coal Science and Technology,2015,43(11):6-11.
[44]	王凯,左晓欢,杜锋,等. 循环载荷作用下煤岩复合结构宏−细观破坏特征及能量−损伤本构模型[J]. 煤炭学报,2024,49(2):767-784. WANG Kai,ZUO Xiaohuan,DU Feng,et al. Macro-mesoscopic perspective damage characteristics and energy-damage constitutive model of coal-rock composite structures subjected to cyclic loading[J]. Journal of China Coal Society,2024,49(2):767-784.
[45]	王凯,郭阳阳,王刚,等. 真三轴路径下含瓦斯复合煤岩体渗流及力学破坏特性[J]. 煤炭学报,2023,48(1):226-237. WANG Kai,GUO Yangyang,WANG Gang,et al. Seepage and mechanical failure characteristics of gas-bearing composite coal-rock under true triaxial path[J]. Journal of China Coal Society,2023,48(1):226-237.
[46]	袁亮. 煤矿典型动力灾害风险判识及监控预警[M]. 北京:科学出版社,2022. YUAN Liang. Risk identification,monitoring and early warning of typical dynamic disasters in coal mines[M]. Beijing:Science Press,2022.
[47]	袁亮. 深部采动响应与灾害防控研究进展[J]. 煤炭学报,2021,46(3):716-725. YUAN Liang. Research progress on mining response and disaster prevention and control in deep coal mines[J]. Journal of China Coal Society,2021,46(3):716-725.
[48]	杨科,刘文杰,马衍坤,等. 真三轴单面临空下煤岩组合体冲击破坏特征试验研究[J]. 岩土力学,2022,43(1):15-27. YANG Ke,LIU Wenjie,MA Yankun,et al. Experimental study of impact failure characteristics of coal-rock combination bodies under true triaxial loading and single face unloading[J]. Rock and Soil Mechanics,2022,43(1):15-27.
[49]	杨科,刘文杰,窦礼同,等. 煤岩组合体界面效应与渐进失稳特征试验[J]. 煤炭学报,2020,45(5):1691-1700. YANG Ke,LIU Wenjie,DOU Litong,et al. Experimental investigation into interface effect and progressive instability of coal-rock combined specimen[J]. Journal of China Coal Society,2020,45(5):1691-1700.
[50]	杨科,刘文杰,马衍坤,等. 煤岩组合体冲击动力学特征试验研究[J]. 煤炭学报,2022,47(7):2569-2581. YANG Ke,LIU Wenjie,MA Yankun,et al. Experimental research on dynamic characteristics of coal-rock combined specimen[J]. Journal of China Coal Society,2022,47(7):2569-2581.
[51]	卢新明,阚淑婷,张杏莉. 矿山物联网云计算与平台技术[J]. 工矿自动化,2018,44(2):1-5. LU Xinming,KAN Shuting,ZHANG Xingli. Cloud computation and platform technology for mine Internet of things[J]. Industry and Mine Automation,2018,44(2):1-5.
[52]	高保彬,米翔繁,张瑞林. 深部矿井煤岩瓦斯复合动力灾害研究现状与展望[J]. 煤矿安全,2013,44(11):175-178. GAO Baobin,MI Xiangfan,ZHANG Ruilin. Research status and prospect of compound dynamic disaster of deep mining in coal mine[J]. Safety in Coal Mines,2013,44(11):175-178.
[53]	曹安业,杨旭,王常彬,等. 基于深度迁移学习的矿山微震到时精确拾取与自动定位策略[J]. 煤炭学报,2023,48(12):4393-4405. CAO Anye,YANG Xu,WANG Changbin,et al. High-precision phase picking and automatic source locating method for seismicity in mines based on deep transfer learning[J]. Journal of China Coal Society,2023,48(12):4393-4405.
[54]	张淑军,彭中,李辉. SAU−Net:基于U−Net和自注意力机制的医学图像分割方法[J]. 电子学报,2022,50(10):2433-2442. ZHANG Shujun,PENG Zhong,LI Hui. SAU-Net:medical image segmentation method based on U-Net and self-attention[J]. Acta Electronica Sinica,2022,50(10):2433-2442.
[55]	王凯,李康楠,杜锋,等. 基于CNN的煤岩瓦斯复合动力灾害预测[J]. 矿业科学学报,2023,8(5):613-622. WANG Kai,LI Kangnan,DU Feng,et al. Prediction of coal-gas compound dynamic disaster based on convolutional neural network[J]. Journal of Mining Science and Technology,2023,8(5):613-622.
[56]	潘一山,肖永惠,罗浩,等. 冲击地压矿井安全性研究[J]. 煤炭学报,2023,48(5):1846-1860. PAN Yishan,XIAO Yonghui,LUO Hao,et al. Study on safety of rockburst mine[J]. Journal of China Coal Society,2023,48(5):1846-1860.
[57]	袁瑞甫. 深部矿井冲击−突出复合动力灾害的特点及防治技术[J]. 煤炭科学技术,2013,41(8):6-10. YUAN Ruifu. Features of dynamic disasters combined rockburst and gas outburst in deep coal mine and its preventive measures[J]. Coal Science and Technology,2013,41(8):6-10.
[58]	齐庆新,潘一山,舒龙勇,等. 煤矿深部开采煤岩动力灾害多尺度分源防控理论与技术架构[J]. 煤炭学报,2018,43(7):1801-1810. QI Qingxin,PAN Yishan,SHU Longyong,et al. Theory and technical framework of prevention and control with different sources in multi-scales for coal and rock dynamic disasters in deep mining of coal mines[J]. Journal of China Coal Society,2018,43(7):1801-1810.
[59]	谢和平,王金华,申宝宏,等. 煤炭开采新理念——科学开采与科学产能[J]. 煤炭学报,2012,37(7):1069-1079. XIE Heping,WANG Jinhua,SHEN Baohong,et al. New idea of coal mining:scientific mining and sustainable mining capacity[J]. Journal of China Coal Society,2012,37(7):1069-1079.
[60]	刘泉声,刘学伟. 多场耦合作用下岩体裂隙扩展演化关键问题研究[J]. 岩土力学,2014,35(2):305-320. LIU Quansheng,LIU Xuewei. Research on critical problem for fracture network propagation and evolution with multifield coupling of fractured rock mass[J]. Rock and Soil Mechanics,2014,35(2):305-320.