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Seepage field distribution and water inflow laws of tunnels in water-rich regions 被引量:7
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作者 LI Zheng CHEN Zi-quan +2 位作者 HE Chuan MA Chun-chi DUAN Chao-ran 《Journal of Mountain Science》 SCIE CSCD 2022年第2期591-605,共15页
Currently,the water inrush hazards during tunnel construction,the water leakage during tunnel operation,and the accompanying disturbances to the ecological environment have become the main problems that affect the str... Currently,the water inrush hazards during tunnel construction,the water leakage during tunnel operation,and the accompanying disturbances to the ecological environment have become the main problems that affect the structural safety of tunnels in water-rich regions.In this paper,a tunnel seepage model testing system was used to conduct experiments of the grouting circle and primary support with different permeability coefficients.The influences of the supporting structures on the water inflow laws and the distribution of the water pressure in the tunnel were analyzed.With the decrease in the permeability coefficient of the grouting circle or the primary support,the inflow rate of water into the tunnel showed a non-linear decreasing trend.In comparison,the water inflow reduction effect of grouting circle was much better than that of primary support.With the increase of the permeability coefficient of the grouting ring,the water pressure behind the primary lining increases gradually,while the water pressure behind the grouting ring decreases.Thus,the grouting of surrounding rock during the construction of water-rich tunnel can effectively weaken the hydraulic connection,reduce the influence range of seepage,and significantly reduce the decline of groundwater.Meanwhile,the seepage tests at different hydrostatic heads and hydrodynamic heads during tunnel operation period were also conducted.As the hydrostatic head decreased,the water pressure at each characteristic point decreased approximately linearly,and the water inflow rate also had a gradual downward trend.Under the action of hydrodynamic head,the water pressure had an obvious lagging effect,which was not conducive to the stability of the supporting structures,and it could be mitigated by actively regulating the drainage rate.Compared with the hydrostatic head,the hydrodynamic head could change the real-time rate of water inflow to the tunnel and broke the dynamic balance between the water pressure and water inflow rate,thereby affecting the stress state on the supporting structures. 展开更多
关键词 water-rich tunnel Seepage field distribution water inflow law Construction period Operation period
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Detection and treatment of water inflow in karst tunnel:A case study in Daba tunnel 被引量:7
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作者 LI Xiang-hui ZHANG Qing-song +3 位作者 ZHANG Xiao LAN Xiong-dong DUAN Chong-hao LIU Jian-guo 《Journal of Mountain Science》 SCIE CSCD 2018年第7期1585-1596,共12页
In a karst tunnel, fissures or cracks that are filled with weathered materials are a type of potential water outlet as they are easily triggered and converted into groundwater outlets under the influence of high groun... In a karst tunnel, fissures or cracks that are filled with weathered materials are a type of potential water outlet as they are easily triggered and converted into groundwater outlets under the influence of high groundwater pressure. A terrible water inrush caused by potential water outlets can seriously hinder the project construction. Potential water outlets and water sources that surrounding the tunnel must be detected before water inflow can be treated. This paper provides a successful case of the detection and treatment of water inflow in a karst tunnel and proposes a potential water outlet detection(PWOD) method in which heavy rainfall(>50 mm/d) is considered a trigger for a potential water outlet. The Daba tunnel located in Hunan province, China, has been constructed in a karst stratum where the rock mass has been weathered intensely by the influence of two faults. Heavy rain triggered some potential water outlets, causing a serious water inrush. The PWOD method was applied in this project for the treatment of water inflow, and six potential water outlets in total were identified through three heavy rains. Meanwhile, a geophysical prospecting technique was also used to detect water sources. The connections between water outlets and water sources were identified with a 3-D graphic that included all of them. According to the distribution of water outlets and water sources, the detection area was divided into three sections and separately treated by curtain grouting. 展开更多
关键词 Karst tunnel water inrush Potential water outlet detection Geophysical prospecting technique water inflow GROUTING
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Support Vector Machines(SVM)-Markov Chain Prediction Model of Mining Water Inflow 被引量:2
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作者 Kai HUANG 《Agricultural Science & Technology》 CAS 2017年第8期1551-1554,1558,共5页
This study was conducted to establish a Support Vector Machines(SVM)-Markov Chain prediction model for prediction of mining water inflow. According to the raw data sequence, the Support Vector Machines(SVM) model was ... This study was conducted to establish a Support Vector Machines(SVM)-Markov Chain prediction model for prediction of mining water inflow. According to the raw data sequence, the Support Vector Machines(SVM) model was built, and then revised by means of a Markov state change probability matrix. Through dividing the state and analyzing absolute errors and relative errors and other indexes of the measured value and the fitted value of SVM, the prediction results were improved. Finally,the model was used to calculate relative errors. Through predicting and analyzing mining water inflow, the prediction results of the model were satisfactory. The results of this study enlarge the application scope of the Support Vector Machines(SVM) prediction model and provide a new method for scientific forecasting water inflow in coal mining. 展开更多
关键词 Mining water inflow Support Vector Machines (SVM) Markov Chain
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Prediction of the maximum water inflow in Pingdingshan No.8 mine based on grey system theory
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《Journal of Coal Science & Engineering(China)》 2012年第1期55-59,共5页
In order to prevent and control the water inflow of mines, this paper built a new initial GM(1, 1) model to torecast the maximum water inflow according to the principle of new information. The effect of the new init... In order to prevent and control the water inflow of mines, this paper built a new initial GM(1, 1) model to torecast the maximum water inflow according to the principle of new information. The effect of the new initial GM(1, 1) model is not ideal by the concrete example. Then according to the principle of making the sum of the squares of the difference between the calculated sequences and the original sequences, an optimized GM(1, I) model was established. The result shows that this method is a new prediction method which can predict the maximum water inflow accurately. It not only conforms to the guide- line of prevention primarily, but also provides reference standards to managers on making prevention measures. 展开更多
关键词 PREDICTION maximum water inflow grey system theory GM(1 1) model
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Grey forewarning and prediction for mine water inflowing catastrophe periods
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作者 马其华 曹建军 《Journal of Coal Science & Engineering(China)》 2007年第4期467-470,共4页
Based on the theory of grey system, established GM (1, 1) grey catastrophe predict model for the first time in order to forecast the catastrophe periods of mine water inflowing (not the volume of water inflowing).... Based on the theory of grey system, established GM (1, 1) grey catastrophe predict model for the first time in order to forecast the catastrophe periods of mine water inflowing (not the volume of water inflowing). After establishing the grey predict system of the catastrophe regularity of 10 month-average volume of water inflowing, the grey forewarning for mine water inflowing catastrophe periods was established which was used to analyze water disaster in 400 meter level of Wennan Colliery. Based on residual analysis, it shows that the result of grey predict system is almost close to the actual value. And the scene actual result also shows the reliability of prediction. Both the theoretical analysis and the scene actual result indicate feasibility and reliability of the method of grey catastrophe predict system. 展开更多
关键词 grey theory mine water inflowing catastrophe periods grey forewarning and prediction GM(1 1 grey prediction model residual analysis
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Water inflow forecasting for tunnel considering nonlinear variation of permeability coefficient 被引量:1
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作者 CHENG Pan ZHAO Lian-heng +4 位作者 ZHANG Shao-wei LI Liang SHEN Zhi-qiang NING Peng-fei ZHANG Ze-hai 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第7期1612-1618,共7页
To assess the water inflow which is more suitable to the actual conditions of tunnel,an empirical correlation about the permeability coefficient changing with depth is introduced.Supposing that the surrounding rock is... To assess the water inflow which is more suitable to the actual conditions of tunnel,an empirical correlation about the permeability coefficient changing with depth is introduced.Supposing that the surrounding rock is heterogeneous isotropy,the formula for calculating water inflow of tunnel with the nonlinear variation of permeability coefficient is deduced.By the contrast analysis with the existing formulas,the presented method has the similar value to them;moreover,the presented method has more simple form and easy to use.Due to parameter analysis,the water inflow decreases after considering the nonlinear variation of permeability coefficient.When the attenuation coefficient a>0,the water inflow increases first till reaches the maximum at a certain depth,then decreases and is close to 0 finally if deep enough.Thus,it is better to keep away from the certain depth where it is with the maximum water inflow for safe operation and economical construction,and reduce the water damage.Based on the analysis,the radius of tunnel has less impact on the amount of water inflow,and the water inflow just increases by 6.7% when the radius of tunnel increases by 1 m. 展开更多
关键词 water inflow forecasting heterogeneous ISOTROPY of SURROUNDING rock PERMEABILITY COEFFICIENT TUNNEL
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Influence of Ramjets’ Water Inflow on Supercavity Shape and Cavitator Drag Characteristics 被引量:1
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作者 Chuang Huang Jianjun Dang +2 位作者 Kai Luo Daijin Li Zhiqiang Wang 《Journal of Marine Science and Application》 CSCD 2017年第2期166-172,共7页
Water ramjets using outer water as an oxidizer have been demonstrated as a potential propulsion mode for underwater High Speed Supercavitating Vehicles (HSSVs) because of their higher energy density, power density, an... Water ramjets using outer water as an oxidizer have been demonstrated as a potential propulsion mode for underwater High Speed Supercavitating Vehicles (HSSVs) because of their higher energy density, power density, and specific impulse, but water flux changes the shapes of supercavity. To uncover the cavitator drag characteristics and the supercavity shape of HSSVs with water inflow for ramjets, supercavitation flows around a disk cavitator with inlet hole are studied using the homogenous model. By changing the water inflow in the range of 0-10 L/s through cavitators having different water inlet areas, a series of numerical simulations of supercavitation flows was performed. The water inflow flux of ramjets significantly influences the drag features of disk cavitators and the supercavity shape, but it has little influence on the slender ratio of supercavitaty. Furthermore, as the water inlet area increases, the drag coefficient of the cavitators' front face decreases, but this increase does not influence the diameter of the supercavity's maximum cross section and the drag coefficient of the entire cavitator significantly. In addition, with increasing waterflux of the ramjet, both the drag coefficient of cavitators and the maximum diameter of supercavities decrease stably. This research will be helpful for layout optimization and supercavitaty scheme design of HSSVs with water inflow for ramjets. 展开更多
关键词 RAMJET water inflow DISK cavitator supercavitaty shape drag CHARACTERISTIC high SPEED supercavitating VEHICLES
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Analysis on Influence of Rainfall on pH, Ammonia Nitrogen, Fluoride, Tin Content and Water Inflow of Groundwater in Mining Area
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作者 LIU Hongmei LI Zhilong 《外文科技期刊数据库(文摘版)自然科学》 2021年第2期061-064,共7页
Based on the data collation of rainfall from September 2019 to August 2020 in a mining area in Yunnan and monitoring indicators of groundwater quality in the mining area, such as pH, total phosphorus, fluoride, tin an... Based on the data collation of rainfall from September 2019 to August 2020 in a mining area in Yunnan and monitoring indicators of groundwater quality in the mining area, such as pH, total phosphorus, fluoride, tin and water inflow, the specific impact of rainfall on the content of pH, ammonia nitrogen, fluoride and tin in groundwater quality and water inflow in the mining area was analyzed. It provides a certain reference for the regional environmental quality work. 展开更多
关键词 rainfall groundwater in mining area water quality influence water inflow
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Enhancing mine groundwater system prediction:Full-process simulation of mining-induced spatio-temporal variations in hydraulic conductivities via modularized modeling
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作者 Shihao Meng Qiang Wu +1 位作者 Yifan Zeng Leiyu Gu 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2024年第12期1625-1642,共18页
The intricate interplay between rock mechanics and fracture-induced fluid flow during resource extrac-tion exerts profound effects on groundwater systems,posing a pivotal challenge for promoting green and safe develop... The intricate interplay between rock mechanics and fracture-induced fluid flow during resource extrac-tion exerts profound effects on groundwater systems,posing a pivotal challenge for promoting green and safe development in underground engineering.To address this,a novel numerical model with an explicit coupling simulation strategy is presented.This model integrates distinct modules for individual physical mechanisms,ensuring second-order accuracy through shared time integration,thereby overcoming lim-itations in simulating mining-induced strata damage,water flow,and permeability dynamics.A novel mathematical model is incorporated into the mechanical simulation to characterize the abrupt increase in permeability resulting from rock fracture propagation.This increase is quantified by evaluating the plastic damage state of rocks and incorporating a damage coefficient that is intrinsically linked to rock strength.The mechanical model tracks permeability changes due to mining.The flow model simulates aquifer-mine water interactions by calculating hydraulic conductivity and using dynamic zoning,adapt-ing to mining progress.When applied to a case study of a complex mine,this approach significantly improved the accuracy of water inflow rate predictions by 57%. 展开更多
关键词 Time-dependent permeability Overburden damage Mine water inflow Fluid-mechanical interaction Modular simulation
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Geochemical characteristics and source analysis of inflow of mine water in Wang’ershan Gold Mine, Shandong 被引量:2
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作者 QIAN Jianping LI Shuangli CAO Chao 《Chinese Journal Of Geochemistry》 EI CAS 2008年第1期82-89,共8页
Through a systematic observation of water level and temperature, and a comprehensive analysis of the data on major/trace elements, nitrite, hydrogen-oxygen isotopes, the conclusion has been drawn that there are two re... Through a systematic observation of water level and temperature, and a comprehensive analysis of the data on major/trace elements, nitrite, hydrogen-oxygen isotopes, the conclusion has been drawn that there are two relatively independent groundwater systems (cool water and hot water), and the geochemical indicators of hot/cool waters are described. The cool water system is relatively enriched in Ca2+, Mg2+ and HCO3-. Its TDS is relatively low, about 1400–1800 mg/L. The hot water system is relatively enriched in K+, Na+, Cl- and SO42-. Its TDS is relatively high, about 2200–2300 mg/L. The cool water system is enriched in Ba, Ga, Cd, and the hot water system is enriched in B, Ti, Cr, Ni, Cu, Mo, Rb, and Cs, relatively. Especially, the contents of Rb and Cs in the hot water system are more than five times as high as those in the cool water system. The NO3- contents of cool water discharged from the gold mine are relatively high, and those of hot water are extremely low. The δD and δ18O values follow an increasing order of surface water>mine cool water>mine hot water. The cool water comes mainly from the lateral supply of phreatic water, while the hot water comes mainly from the vertical supply of deeply circulating structure-fracture water. The ratio of cool water over hot water was estimated to be about 1:1 by a water quality model.. 展开更多
关键词 地理特征 分析方法 矿山 地下水
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阳澄西湖入湖污染物通量与滞留率研究
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作者 杨文晶 吕文 +6 位作者 刘帅 杨金艳 谢茂嵘 孙瑞瑞 谈剑宏 姜宇 王杰 《水利水电科技进展》 北大核心 2025年第2期63-68,共6页
基于2007—2019年阳澄西湖逐月水质水量同步监测数据,定量分析了阳澄西湖入湖污染物通量时空变化特征和污染物通量滞留率。结果表明:阳澄西湖入湖污染物通量年内分布不均,在水量差异较大时更易受水量影响;多年来各项入湖污染物通量整体... 基于2007—2019年阳澄西湖逐月水质水量同步监测数据,定量分析了阳澄西湖入湖污染物通量时空变化特征和污染物通量滞留率。结果表明:阳澄西湖入湖污染物通量年内分布不均,在水量差异较大时更易受水量影响;多年来各项入湖污染物通量整体呈下降趋势,降幅从大到小依次为氨氮、总磷、总氮、高锰酸盐指数;8条主要入湖河道中白荡的入湖污染物贡献率最大,其次是蠡塘河和界泾河;空间分布上阳澄西湖南部入湖污染物通量最大,其次是北部和中部;2019年阳澄西湖污染物滞留率从大到小依次为氨氮、总磷、总氮、高锰酸盐指数,一半以上的入湖污染物量继续汇入中湖。建议重点关注主要污染物汇入区白荡和蠡塘河,加强对周边污染源的控制与综合治理。 展开更多
关键词 污染物通量 污染物滞留率 入湖河道 水量 时空变化 阳澄西湖
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基于熵权的隧道涌水量组合预测方法
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作者 李俊 黄晓敏 +2 位作者 李睿 王亮 李泽 《人民长江》 北大核心 2025年第3期140-145,共6页
隧道涌水量预测存在多种解析公式和经验公式预测方法及模型,各类公式计算结果与实际涌水量存在偏差。为了提高隧道涌水量预测公式的精度,采用熵值法计算权重,结合有序加权的方法对单项预测结果进行组合预测。基于云南省列白妥隧道实际... 隧道涌水量预测存在多种解析公式和经验公式预测方法及模型,各类公式计算结果与实际涌水量存在偏差。为了提高隧道涌水量预测公式的精度,采用熵值法计算权重,结合有序加权的方法对单项预测结果进行组合预测。基于云南省列白妥隧道实际监测隧道涌水量,选用常用的5种单项预测模型和2种组合预测模型预测,引入有效度等指标来评价不同模型预测结果。结果表明:基于熵权的组合预测方法在5个预测分段平均预测精度为96.46%,有效度为0.9419,对比最准确的单项预测结果平均精度提高18.17%,有效度提高24.6%。组合预测方法显著提升了预测精度,可为隧道排水方案的制定提供参考,降低隧道涌水带来的灾害风险。 展开更多
关键词 隧道涌水量 预测精度 解析公式法 熵值法 组合预测 有效度指标 云南省列白妥隧道
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大跨度高埋深地下洞室群开挖后涌水量预测
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作者 李睿 周洪福 +3 位作者 李树武 巨广宏 刘万林 唐文清 《水文地质工程地质》 北大核心 2025年第1期179-189,共11页
大型地下洞室群开挖后的涌水量预测对于地下工程的安全施工与运行具有重要意义。为预测地下洞室群开挖后的涌水量,以提供排水防渗设计参考,以新疆某抽水蓄能电站大型地下厂房洞室群为研究对象,分别从地下水活动特征、钻孔压水试验成果... 大型地下洞室群开挖后的涌水量预测对于地下工程的安全施工与运行具有重要意义。为预测地下洞室群开挖后的涌水量,以提供排水防渗设计参考,以新疆某抽水蓄能电站大型地下厂房洞室群为研究对象,分别从地下水活动特征、钻孔压水试验成果、岩体结构面发育情况等方面分析坝址区岩体的渗透特性。为体现预测结果的可靠性,分别采用地下水动力学法和数值分析法对地下洞室群开挖后的地下水渗流场变化和正常涌水量进行分析和预测。研究结果表明:地下洞室群开挖后具有明显的渗漏和排水作用,主厂房承担了洞室群渗流的大部分涌水量,最易发生渗透破坏变形的部位位于洞室开挖线边角处。地下水动力学法和数值分析法预测的洞室群开挖后的正常涌水量分别为7442.88 m^(3)/d和7218.32 m^(3)/d,结果误差为3.1%,两者预测结果吻合较好。基于工程安全角度考虑,选取地下水动力学法佐藤邦明经验式计算结果7442.88 m^(3)/d作为该抽水蓄能电站地下厂房洞室群开挖后正常涌水量预测值。分析成果可为大型地下洞室群开挖施工及排水防渗设计提供参考依据。 展开更多
关键词 抽水蓄能电站 地下洞室群 数值分析 渗流场 地下水动力学法 涌水量预测
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Key issues in water sealing performance of underground oil storage caverns: Advances and perspectives 被引量:5
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作者 Yutao Li Bin Zhang +5 位作者 Lei Wang Yiguo Xue Hanxun Wang Lei Shi Zhenhua Peng Junyan Li 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2023年第10期2787-2802,共16页
Water sealing performance is important for underground water-sealed oil storage(UWSOS).The key issues concerning water sealing performance mainly include the permeability of fractured rock mass(FRM),water-sealed safet... Water sealing performance is important for underground water-sealed oil storage(UWSOS).The key issues concerning water sealing performance mainly include the permeability of fractured rock mass(FRM),water-sealed safety(WSS),water curtain performance,and prediction and control of water inflow.This paper reviews the progress of above four key issues on water sealing performances.First,the permeability of an FRM is the basis of water sealing performance,and several commonly used permeability test methods and spatial variation characteristics of permeability are outlined.Second,the current water sealing criteria are compared,and the evaluation methods of WSS are summarized.Third,the design parameters and efficiency evaluation of water curtain systems(WCSs)are introduced.The water inflow of oil storage caverns(OSCs)can reflect the water sealing effect,and the prediction methods and control measures of water inflow are also summarized.Finally,the advantages and disadvantages of the current research are discussed,and the potential research directions are pointed out,such as optimization of water sealing criteria and FRM model,quantitative evaluation of WCS efficiency,accurate prediction of water inflow,and improvement of grouting technology. 展开更多
关键词 Underground water-sealed oil storage (UWSOS) water-sealed safety(WSS) water curtain system(WCS) water inflow Fractured rock mass permeability
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基于数值模拟的矿区地下水污染治理方案评价
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作者 王琪 王清 +6 位作者 李龙媛 王宁涛 李梦茹 杨淮水 宁晖 刘亚磊 江聪 《环境科学与技术》 北大核心 2025年第3期144-154,共11页
文章基于三峡库区上游香溪河流域广洞湾矿区水文地质调查资料,对矿区的地下水流动特征及其涌水量影响因素进行了系统分析,并以此为基础利用GMS软件建立地下水流动模型。通过数值模拟,评估了3种源头治理措施(垂向防渗帷幕、清水引流、矿... 文章基于三峡库区上游香溪河流域广洞湾矿区水文地质调查资料,对矿区的地下水流动特征及其涌水量影响因素进行了系统分析,并以此为基础利用GMS软件建立地下水流动模型。通过数值模拟,评估了3种源头治理措施(垂向防渗帷幕、清水引流、矿硐封堵)在不同降雨条件下对矿硐涌水量的削减效果。研究结果表明:(1)构建的地下水数值模型模拟的矿硐流量和水位与实测数据相差较小,能够准确地反映矿区地下水补径排的实际情况;(2)在施加单项措施的情况下,填补塌陷坑及卸荷裂隙措施阻隔了巷道垂向补给的优势通道,治理效果最佳,酸性废水排放削减率达到了34.9%~54.7%,其次为清水引流措施,削减率为25.2%~45.6%,垂向防渗帷幕措施效果最差,仅能削减0.9%~2.3%的废水排放量;(3)在施加两项措施的前提下,考虑到垂向渗透帷幕减排效率低且施工难度大,结合填补塌陷坑及大型卸荷裂隙与清水引流措施的工况最佳,减排效率为41.2%~55.8%;(4)同时采取3种措施,酸性废水减排效率达到了48.4%~63.6%。 展开更多
关键词 地下水污染 矿硐涌水 源头治理 数值模拟 MODFLOW
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基于GMS的深部煤层开采工作面涌水量预测
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作者 陆睿 尹尚先 +2 位作者 王玉国 孟浩鹏 王旭 《煤矿安全》 北大核心 2025年第1期164-170,共7页
深部煤层开采时充水水源主要源于承压含水层,由此造成的矿井水害严重影响煤矿安全。以范各庄煤矿北翼为例,针对5煤采空区和水文地质条件,划定地质“天窗”,利用GMS(Groundwater Modeling System)数值模拟软件建立研究区域地下水流场模型... 深部煤层开采时充水水源主要源于承压含水层,由此造成的矿井水害严重影响煤矿安全。以范各庄煤矿北翼为例,针对5煤采空区和水文地质条件,划定地质“天窗”,利用GMS(Groundwater Modeling System)数值模拟软件建立研究区域地下水流场模型;基于第1阶段放水实验数据对模型进行识别,采用第2阶段放水实验数据进行模型验证,对研究区内的地质“天窗”使用参数分区进行处理;对12煤2022工作面回采过程中的涌水量以及5煤~12煤层间砂岩裂隙承压含水层的地下水流场进行了模型预测。结果表明:随着工作面的回采,工作面涌水量逐渐增大,以采空区为中心的降落漏斗逐渐扩大,最后影响至5煤层顶底板隔水层地质“天窗”。 展开更多
关键词 矿井水害 防治水 水文地质 数值模型 涌水量预测 深部煤层开采 地质“天窗”
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Influence of asymmetric blockage of the drainage system of a deep-buried tunnel on water gushing 被引量:1
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作者 FU He-lin AN Peng-tao +2 位作者 WU Yi-min LI Jie CHEN Long 《Journal of Mountain Science》 SCIE CSCD 2022年第7期2075-2085,共11页
Asymmetric blockage of drainage systems occasionally occurs,which seriously threatens the safety of tunnel operation.Based on theoretical analysis,a calculation expression of tunnel water inflow involving clogging par... Asymmetric blockage of drainage systems occasionally occurs,which seriously threatens the safety of tunnel operation.Based on theoretical analysis,a calculation expression of tunnel water inflow involving clogging parameters was derived.Degradation of the analytical solution was analysed with the Taylor equation and series expansion theorem,and a tunnel under construction was considered to conduct field tests to verify the rationality of the established model and correctness of the derived expression.Studies have demonstrated that with increasing drainage system blockage degree,the amount of water inflow in the nonblocked area slowly increases,and the total amount of water in the tunnel gradually decreases.The hydrodynamic pressure in the blocked area non-linearly decreased,and the water inrush velocity and hydraulic gradient in the non-blocked area gradually increased.When the drainage system was not blocked,the result of tunnel water inflow calculated by the formula derived in this paper was 8.3% higher than the measured value.When the drainage system was blocked,the theoretical water inflow was 10.5% higher than the measured value.The difference between the measured value and the theoretical value is small,which verifies the effectiveness of the calculation formula of water inflow deduced in this paper. 展开更多
关键词 Drainage system Asymmetric blockage water inflow Field test
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基于小样本数据机器学习的煤层底板突水预测
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作者 李晨曦 鲁海峰 《煤矿安全》 北大核心 2025年第1期171-179,共9页
随着计算机技术的发展,机器学习方法已成为煤层底板突水预测的重要技术;算法预测精准度对样本的数量要求较高,制约着实际应用。运用最近邻算法(KNN)以及梯度提升决策树(GBDT)与逻辑回归(LR)结合运用的算法,基于以水压、采高、隔水层厚... 随着计算机技术的发展,机器学习方法已成为煤层底板突水预测的重要技术;算法预测精准度对样本的数量要求较高,制约着实际应用。运用最近邻算法(KNN)以及梯度提升决策树(GBDT)与逻辑回归(LR)结合运用的算法,基于以水压、采高、隔水层厚度、断层落差、煤层倾角、断层距工作面距离等6项指标的样本数据建立了突水预测模型,讨论了样本数量对预测精度的影响规律,并与常用的粒子群、支持向量机、BP神经网络、随机森林以及卷积神经网络进行对比研究。研究结果表明:当样本数量达到18时,KNN和GBDT+LR预测精度保持稳定;KNN与GBDT+LR在小样本条件下的预测精度高于常规预测模型;模型预测结果与实际情况相符。 展开更多
关键词 底板突水 矿井水害 矿井涌水量 机器学习 突水预测
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复杂地质构造区域金属矿坑涌水量计算
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作者 李德成 《世界有色金属》 2025年第1期226-228,共3页
对于复杂地质构造区域金属矿坑涌水量进行精确的计算,能够有效保证金属矿山的开采安全以及确保对自然资源进行有效的保护。本文主要对复杂地质构造区域的金属矿坑进行深入的分析,探讨当下适用于复杂地质构造区域金属矿坑涌水量计算方法... 对于复杂地质构造区域金属矿坑涌水量进行精确的计算,能够有效保证金属矿山的开采安全以及确保对自然资源进行有效的保护。本文主要对复杂地质构造区域的金属矿坑进行深入的分析,探讨当下适用于复杂地质构造区域金属矿坑涌水量计算方法,还结合了具体的案例,对不同计算方法的实际应用进行的分析以及对不同方法进行综合对比,希望能够为复杂地质构造区域金属矿坑涌水量的精确计算,提供更加稳定的数据支持和技术保障,希望能够为金属矿山的开采工作提供有效的保障。 展开更多
关键词 复杂地质构造 金属矿坑 涌水量计算
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太湖蓄泄关系研究
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作者 王子睿 刘杰 +2 位作者 王丽君 佘骏阳 高玉琴 《水力发电》 2025年第3期28-36,共9页
太湖蓄泄关系是指太湖入、出湖水量和湖泊蓄水量之间的关系,决定了太湖水文和水情的基本特征。创建蓄泄关系指数,并结合湖水更新次数用以研究太湖蓄泄关系。基于2006年~2022年太湖水文资料,采用Mann-Kendall检验方法,分析太湖流域降雨... 太湖蓄泄关系是指太湖入、出湖水量和湖泊蓄水量之间的关系,决定了太湖水文和水情的基本特征。创建蓄泄关系指数,并结合湖水更新次数用以研究太湖蓄泄关系。基于2006年~2022年太湖水文资料,采用Mann-Kendall检验方法,分析太湖流域降雨量、太湖水位、太湖入、出湖水量及蓄泄关系的变化特征,讨论导致蓄泄关系变化的因素。研究表明:相关水文要素均呈显著增加趋势;太湖蓄泄关系得到显著性改善,在2014年附近发生突变,2014年后相较于以前,年平均蓄泄关系指数增加了0.05,年平均湖水更新次数增加了0.36;降雨量、沿江(江苏段)口门引排水量是导致太湖蓄泄关系变化的因素。 展开更多
关键词 太湖蓄泄关系 蓄泄关系指数 湖水更新次数 降雨量 水位 入、出湖水量
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