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Effects of secondary fractures on fault seismic rupture and aseismic slip during CO2 sequestration CO2封存过程中次生裂缝对断层地震破裂和地震滑动的影响
IF 7.2 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2026-02-10 DOI: 10.1016/j.ijrmms.2026.106456
Lijun Liu, Xiaoguang Wang, Qinghua Lei
Fluid injection-induced fault activation and seismicity pose significant risks to the integrity of CO2 geological sequestration projects. This study develops a computational model integrating two-phase fluid flow and geomechanics to investigate the influence of secondary fractures on fault activation and induced seismicity. The frictional strength variation of the fault and fractures is captured by a slip weakening model that incorporates healing mechanisms. A dynamic time-marching scheme is implemented to efficiently capture both slow aseismic slips and rapid seismic ruptures in a densely faulted/fractured reservoir, enabling detailed analysis of energy release during long-term CO2 injection. Our results indicate that secondary fractures facilitate early-stage pressure dissipation, delaying fault slip and reducing seismic events. However, at later stages, secondary fractures contribute to increased seismicity, characterized by larger magnitudes and more extensive rupture zones. Critical pressure analysis reveals that seismicity propagates ahead of the fluid-pressurized zone, indicating that stress transfer plays a key role in triggering induced seismicity. Furthermore, we document a novel mechanism of seismic slip cascades developing in the fracture population, where fracture interactions boosted by stress transfer and aseismic deformation activate a series of fracture clusters to rupture in a bursting manner, promoting the spatial migration of seismic events beyond the fluid pressurization front. These findings provide new insights into the mechanisms of injection-induced seismicity, with far-reaching implications for CO2 sequestration in fractured geological media.
流体注入引起的断层活化和地震活动性对二氧化碳地质封存项目的完整性构成了重大风险。本文建立了一种结合两相流体流动和地质力学的计算模型,研究次生裂缝对断层活化和诱发地震活动性的影响。断层和裂缝的摩擦强度变化由包含愈合机制的滑移弱化模型捕获。采用动态时间推进方案,可以有效捕获密集断层/裂缝油藏中的缓慢地震滑动和快速地震破裂,从而详细分析长期二氧化碳注入过程中的能量释放。研究结果表明,次生裂缝有利于早期压力消散,延缓断层滑动,减少地震事件。然而,在后期,次生裂缝增加了地震活动性,其特征是震级更大,破裂带更广泛。临界压力分析表明,地震活动在流体加压区之前传播,表明应力传递在诱发诱发地震活动中起关键作用。此外,我们记录了裂缝群中地震滑动级联发展的新机制,其中应力传递和地震变形促进了裂缝相互作用,激活了一系列裂缝簇以破裂方式破裂,促进了地震事件在流体增压前沿之外的空间迁移。这些发现为注入诱发地震活动的机制提供了新的见解,对裂缝性地质介质中的二氧化碳封存具有深远的意义。
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引用次数: 0
An intelligent recognition and classification method for TBM tunnel surrounding rock based on cross-attention transformer and multi-source data fusion 基于交叉关注变压器和多源数据融合的TBM隧道围岩智能识别分类方法
IF 7.2 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2026-02-09 DOI: 10.1016/j.ijrmms.2026.106438
Chen Xu, Chao Wang, Mingchao Li, Xiaoli Liu
Accurate classification of surrounding rock is vital for ensuring the safety and efficiency of TBM operations. To address the limitations of existing methods, which often overlook ascending-stage dynamics, encounter difficulties in multi-source data fusion, and lack interpretability, this study proposes a Cross-Attention Transformer with XGBoost (CA-Trans-XGBoost). The study uses Section IV of the Yinsong Water Diversion Project as a case study, collecting and organizing 802 days of operational data and cutter replacement records. A Transformer encoder was applied to extract dynamic features from the ascending stage, while an MLP modeled structured features from the stable stage. A cross-attention mechanism was introduced to enhance feature interaction, and fused features were further processed with XGBoost for classification and feature importance analysis. Results show that CA-Trans-XGBoost achieves the best performance among six models, with an Accuracy, Precision, Recall, and Macro-F1 of 95.0 %, 93.6 %, 92.6 %, and 92.9 %, respectively. The model shows clear advantages in identifying minority classes II and V. Further analysis confirms that a 30-s ascending stage is the optimal temporal window. The proposed method balances predictive accuracy and interpretability, providing support for intelligent TBM excavation and parameter optimization.
准确的围岩分类是保证隧道掘进机安全高效运行的关键。为了解决现有方法的局限性,即往往忽略上升级动力学,在多源数据融合中遇到困难,以及缺乏可解释性,本研究提出了一种具有XGBoost的交叉注意转换器(CA-Trans-XGBoost)。本研究以银松引水工程四段为例,收集整理了802天的运行数据和刀具更换记录。采用变压器编码器提取上升阶段的动态特征,采用MLP对稳定阶段的结构化特征进行建模。引入交叉注意机制增强特征交互,并利用XGBoost对融合后的特征进行分类和特征重要性分析。结果表明,CA-Trans-XGBoost在6个模型中表现最佳,准确率为95.0%,Precision为93.6%,Recall为92.6%,Macro-F1为92.9%。该模型在识别少数民族II类和少数民族v类方面具有明显的优势。进一步分析证实,30-s的上升阶段是最优的时间窗口。该方法平衡了预测精度和可解释性,为TBM智能开挖和参数优化提供了支持。
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引用次数: 0
Corrigendum to “Fragmentation characteristics and energy components of cylindrical rock specimens in a novel collision system” [Int J Rock Mech Min Sci 191 (2025) 106114] “新型碰撞系统中圆柱形岩石试样的破碎特性和能量分量”的勘误[J] .岩石力学与工程学报,191 (2025):106114]
IF 7.2 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2026-02-07 DOI: 10.1016/j.ijrmms.2026.106398
Zong-Xian Zhang, Li Yuan Chi, Zida Liu, Toochukwu Ozoji, Chen Huang, Wuxing Wu, Nikhil Bakkamuntala
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引用次数: 0
Study on non-convexity for Zhang-Zhu strength criterion based on microfracture mechanics 基于微断裂力学的张-朱强度准则非凸性研究
IF 7.2 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2026-02-06 DOI: 10.1016/j.ijrmms.2026.106452
Qi Zhang, Yixin Shen, Hehua Zhu, Xiaojun Wang, Yuechao Pei
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引用次数: 0
Hydraulic convergence-confinement method 水力收敛约束法
IF 7.2 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2026-02-05 DOI: 10.1016/j.ijrmms.2026.106439
J.H. Jeong, Y.J. Shin, S.H. Kim, J.H. Shin
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引用次数: 0
Experimental insights into CO2 flow in fractured crystalline rock 裂隙结晶岩中CO2流动的实验研究
IF 7.2 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2026-02-05 DOI: 10.1016/j.ijrmms.2026.106443
Nikita Bondarenko, Hyunbin Kim, Kiseok Kim, Roman Y. Makhnenko
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引用次数: 0
Permeability impairment by hydrodynamic pore bridging: Probabilistic pore-network modeling and microfluidic experiments 水动力孔隙桥接对渗透率的损害:概率孔隙网络模型和微流体实验
IF 7.2 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2026-02-04 DOI: 10.1016/j.ijrmms.2026.106423
Cyprien Soulaine, Walid Okaybi, Laurez Fogouang Maya, Emmanuel Le Trong, Sophie Roman
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引用次数: 0
Effect of fracture shear dilation on flow anisotropy for variable normal stress and fracture size 变法向应力和变裂缝尺寸时裂缝剪切扩张对流动各向异性的影响
IF 7.2 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2026-02-04 DOI: 10.1016/j.ijrmms.2026.106428
Jinkyo Lee, Ki-Bok Min, Liangchao Zou, Vladimir Cvetkovic
{"title":"Effect of fracture shear dilation on flow anisotropy for variable normal stress and fracture size","authors":"Jinkyo Lee, Ki-Bok Min, Liangchao Zou, Vladimir Cvetkovic","doi":"10.1016/j.ijrmms.2026.106428","DOIUrl":"https://doi.org/10.1016/j.ijrmms.2026.106428","url":null,"abstract":"","PeriodicalId":54941,"journal":{"name":"International Journal of Rock Mechanics and Mining Sciences","volume":"75 1","pages":""},"PeriodicalIF":7.2,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146110833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of laser parameters on rock damage: an experimental exploration and machine learning-based predictive modeling 激光参数对岩石损伤影响的实验探索及基于机器学习的预测建模
IF 7.2 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2026-02-03 DOI: 10.1016/j.ijrmms.2026.106442
Zhengkuo Ma, Chunshun Zhang, Yiwei Liu, Tong Ye, Haizeng Pan
{"title":"Influence of laser parameters on rock damage: an experimental exploration and machine learning-based predictive modeling","authors":"Zhengkuo Ma, Chunshun Zhang, Yiwei Liu, Tong Ye, Haizeng Pan","doi":"10.1016/j.ijrmms.2026.106442","DOIUrl":"https://doi.org/10.1016/j.ijrmms.2026.106442","url":null,"abstract":"","PeriodicalId":54941,"journal":{"name":"International Journal of Rock Mechanics and Mining Sciences","volume":"384 1","pages":""},"PeriodicalIF":7.2,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146110835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental and 3D numerical study on the damage and fracture mechanisms of hot dry rock cores under microwave irradiation 微波辐照下干热岩心损伤破裂机理的实验与三维数值研究
IF 7.2 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2026-02-03 DOI: 10.1016/j.ijrmms.2026.106440
Luming Zhou, Zhihong Zhao, Zhibo Duan, Jun Yang, Yaoyao Zhao, Yunzhe Jin, Yang Wu
{"title":"Experimental and 3D numerical study on the damage and fracture mechanisms of hot dry rock cores under microwave irradiation","authors":"Luming Zhou, Zhihong Zhao, Zhibo Duan, Jun Yang, Yaoyao Zhao, Yunzhe Jin, Yang Wu","doi":"10.1016/j.ijrmms.2026.106440","DOIUrl":"https://doi.org/10.1016/j.ijrmms.2026.106440","url":null,"abstract":"","PeriodicalId":54941,"journal":{"name":"International Journal of Rock Mechanics and Mining Sciences","volume":"89 1","pages":""},"PeriodicalIF":7.2,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146110175","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Journal of Rock Mechanics and Mining Sciences
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