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Treatment of mine water high in Fe and Mn by modified manganese sand 被引量:9
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作者 HE Xuwen YANG Huimin HE Yong 《Mining Science and Technology》 EI CAS 2010年第4期571-575,共5页
The iron and manganese absorption properties of several filter media were studied. Four plain filter media and six surface-modified media were examined. The surface modification was performed using potassium permangan... The iron and manganese absorption properties of several filter media were studied. Four plain filter media and six surface-modified media were examined. The surface modification was performed using potassium permanganate as a surface treatment. The surface-modified manganese sand was found to be most efficient at removing iron and manganese from water. The metal concentrations in filtered effluent were between 0.01 and 0.04 mg/L, which is far lower than the standard for recycle water. A concen-tration of 5% KMnO4 was found to be most effective as surface modifier. The surface of the manganese sand modified by 5% KMnO4 was examined and found to be covered with a dense membrane of some compound. The membrane had the advantages of uniform texture, large surface area and physical and chemical stability. It was effective at removing iron and manganese from mine water. 展开更多
关键词 mine water with high Fe and Mn FILTRATION manganese sand media KMnO4 solution surface-modified
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Construction of multi-factor identification model for real-time monitoring and early warning of mine water inrush 被引量:4
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作者 Xin Wang Zhimin Xu +3 位作者 Yajun Sun Jieming Zheng Chenghang Zhang Zhongwen Duan 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2021年第5期853-866,共14页
As a new technical means that can detect abnormal signs of water inrush in advance and give an early warning,the automatic monitoring and early warning of water inrush in mines has been widely valued in recent years.D... As a new technical means that can detect abnormal signs of water inrush in advance and give an early warning,the automatic monitoring and early warning of water inrush in mines has been widely valued in recent years.Due to the many factors affecting water inrush and the complicated water inrush mechanism,many factors close to water inrush may have precursory abnormal changes.At present,the existing monitoring and early warning system mainly uses a few monitoring indicators such as groundwater level,water influx,and temperature,and performs water inrush early warning through the abnormal change of a single factor.However,there are relatively few multi-factor comprehensive early warning identification models.Based on the analysis of the abnormal changes of precursor factors in multiple water inrush cases,11 measurable and effective indicators including groundwater flow field,hydrochemical field and temperature field are proposed.Finally,taking Hengyuan coal mine as an example,6 indicators with long-term monitoring data sequences were selected to establish a single-index hierarchical early-warning recognition model,a multi-factor linear recognition model,and a comprehensive intelligent early-warning recognition model.The results show that the correct rate of early warning can reach 95.2%. 展开更多
关键词 mine water inrush Automatic monitoring Real-time warning Recognition model
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Evolution and modeling of mine water inflow and hazard characteristics in southern coalfields of China:A case of Meitanba mine 被引量:3
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作者 Jinhai Liu Yanlin Zhao +3 位作者 Tao Tan Lianyang Zhang Sitao Zhu Fangyan Xu 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2022年第3期513-524,共12页
In this paper,the hydrogeological characteristics in the southern coalfields of China are first briefly outlined.Then,taking the Meitanba mine as an example,the evolution and modeling of mine water inflow are studied.... In this paper,the hydrogeological characteristics in the southern coalfields of China are first briefly outlined.Then,taking the Meitanba mine as an example,the evolution and modeling of mine water inflow are studied.Finally,the hazard characteristics related to mine water and mud inrush are analyzed.The results show that the main mine water sources in the Meitanba mine area are groundwater,surface water and precipitation.The evolution of mine water inflow with time indicates that the water inflow is closely related to the development of karst structures,the amount of water from rainfall infiltration,and the scope of groundwater depression cone.The mine water inflow increases with time due to the increase in mining depth and the expansion of groundwater depression cone.Using the big well method and following the potential superposition principle,a hydrogeological model considering multi-well interactions has been developed to predict the mine water inflow.Based on the monitored data in the Meitanba mine area over a period of nearly 60 years,it is found that with increasing mining depth,the number of water and mud inrush points tended to decrease.However,the average water and mud flow rate per point tended to increase. 展开更多
关键词 mine water Hydrogeological model GROUNDwater Karst mining area
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Chromium leaching mechanism of coal mine water—a modeling study based on Xuzhou-Datun coal mine district 被引量:5
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作者 SHAN Yao QIN Yong, WANG Wenfeng School of Resource and Earth Science, China University of Mining & Technology, Xuzhou 221116, China 《Mining Science and Technology》 EI CAS 2010年第1期97-102,共6页
In order to investigate chromium contamination of coal mine water, to analyze chromium leaching mechanism and to evaluate environment pollution potential of coal mine water, we perform site investigations, physical an... In order to investigate chromium contamination of coal mine water, to analyze chromium leaching mechanism and to evaluate environment pollution potential of coal mine water, we perform site investigations, physical and computer modeling in the Xuzhou-Datun coal mine district. The result of our test samples shows that chromium concentration was 9 μg/L in roof leachate and 3 μg/L in coal leachate. The host rock has a higher pollution potential than that of coal seams. Leaching experiments and XRD test results indicate that chromium is released from the process of transforming illite to kaolinite. The pH, pe and temperature of coal mine water affect the chromium leaching behavior. Modeling results suggest that the adsorption of adsorbents controls chromium concentration in coal mine water. The chromium adsorption ratio is quite low in both an acid and in an alkaline environment. Therefore, coal mine water has a high pollution potential. Under other conditions, chromium adsorption is stronger in a neutral water environment, so that chromium concentrations may be very low. 展开更多
关键词 CHROMIUM coal mine water LEACHING
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Mine water discharge prediction based on least squares support vector machines 被引量:1
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作者 GUO Xlaohui MA Xiaoping 《Mining Science and Technology》 EI CAS 2010年第5期738-742,共5页
In order to realize the prediction of a chaotic time series of mine water discharge,an approach incorporating phase space reconstruction theory and statistical learning theory was studied.A differential entropy ratio ... In order to realize the prediction of a chaotic time series of mine water discharge,an approach incorporating phase space reconstruction theory and statistical learning theory was studied.A differential entropy ratio method was used to determine embedding parameters to reconstruct the phase space.We used a multi-layer adaptive best-fitting parameter search algorithm to estimate the LS-SVM optimal parameters which were adopted to construct a LS-SVM prediction model for the mine water chaotic time series.The results show that the simulation performance of a single-step prediction based on this LS-SVM model is markedly superior to that based on a RBF model.The multi-step prediction results based on LS-SVM model can reflect the development of mine water discharge and can be used for short-term forecasting of mine water discharge. 展开更多
关键词 mine water discharge LS-SVM chaotic time series phase space reconstruction PREDICTION
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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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基于水化学指标的淮南煤田潘谢矿区矿井水源识别研究
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作者 朱昌淮 党保全 +1 位作者 陈聪 李浩 《陕西煤炭》 2025年第2期36-40,61,共6页
快速分析突水成因和准确判别突水水源是矿井突水灾害治理的关键,应用深度神经网络理论,结合矿井含水层的水化学分析资料,选取8种特征离子作为矿井突水水源识别的判别因子,构成深度神经网络的输入状态空间,选取水源类别作为分标签,构成... 快速分析突水成因和准确判别突水水源是矿井突水灾害治理的关键,应用深度神经网络理论,结合矿井含水层的水化学分析资料,选取8种特征离子作为矿井突水水源识别的判别因子,构成深度神经网络的输入状态空间,选取水源类别作为分标签,构成深度神经网络的输出状态空间,从而构建矿井突水水源识别的深度神经网络模型。以2734组采样的水源样品作为学习样本对该模型进行训练,在训练集上可达到95%以上的识别准确率。利用文中方法对淮南矿区的水源进行了识别,结果表明,深度神经网络模型分类性能良好,预测精度高。 展开更多
关键词 深度神经网络 水源识别 矿井突水 水化学
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煤层注水渗流与润湿机制研究进展
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作者 王刚 陈雪畅 +3 位作者 程卫民 刘震 孙路路 徐浩 《山东科技大学学报(自然科学版)》 北大核心 2025年第1期1-17,共17页
近年来,随着煤炭开采不断向深部发展,矿井所面临的冲击地压、煤与瓦斯突出等灾害日益严重。煤层注水在治理煤与瓦斯突出、防冲泄压等方面具有显著优势,成为广泛应用的矿井防灾手段。为系统总结煤层注水渗流与润湿机制相关研究,本文梳理... 近年来,随着煤炭开采不断向深部发展,矿井所面临的冲击地压、煤与瓦斯突出等灾害日益严重。煤层注水在治理煤与瓦斯突出、防冲泄压等方面具有显著优势,成为广泛应用的矿井防灾手段。为系统总结煤层注水渗流与润湿机制相关研究,本文梳理了国内外煤层注水发展脉络,从孔裂隙结构、渗流过程、渗流机理及润湿机制等方面综合分析相关成果。在孔裂隙结构研究方面,借助先进的微观观测技术已成功建立起了多种孔裂隙结构的定量表征模型,并准确描述其几何参数特征,有助于针对不同煤层特性制定更具针对性的注水方案。在渗流过程研究方面,构建了考虑多因素的渗流理论模型,并通过先进测量技术获取渗流数据,揭示注水参数影响规律,同时,数值模拟技术实现了渗流场的可视化。煤体润湿机制研究方面,揭示了润湿微观原理,明确了不同煤质润湿特性差异,并筛选有效润湿剂提高注水效果。现阶段的研究还存在局限性,如孔裂隙结构研究与宏观工程结合欠缺,渗流数值模型需进一步考虑流体对煤体结构的影响进行优化等。本研究为优化煤层注水效果提供了理论基础,对保障煤矿安全、推动灾害治理技术发展及能源安全稳定有借鉴意义。 展开更多
关键词 深部开采 煤层注水 孔裂隙结构 注水渗流 润湿机制
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Application of HEMS cooling technology in deep mine heat hazard control 被引量:47
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作者 HE Man-chao 《Mining Science and Technology》 EI CAS 2009年第3期269-275,共7页
This paper mainly deals with the present situation, characteristics, and countermeasures of cooling in deep mines.Given existing problems in coal mines, a HEMS cooling technology is proposed and has been successfully ... This paper mainly deals with the present situation, characteristics, and countermeasures of cooling in deep mines.Given existing problems in coal mines, a HEMS cooling technology is proposed and has been successfully applied in some mines.Because of long-term exploitation, shallow buried coal seams have become exhausted and most coal mines have had to exploit deep buried coal seams.With the increase in mining depth, the temperature of the surrounding rock also increases, resulting in ever increasing risks of heat hazard during mining operations.At present, coal mines in China can be divided into three groups, i.e., normal temperature mines, middle-to-high temperature mines and high temperature mines, based on our investigation into high temperature coal mines in four provinces and on in-situ studies of several typical mines.The principle of HEMS is to extract cold energy from mine water inrush.Based on the characteristics of strata temperature field and on differences in the amounts of mine water inrush in the Xuzhou mining area, we proposed three models for controlling heat hazard in deep mines:1) the Jiahe model with a moderate source of cold energy;2) the Sanhejian model with a shortage of source of cold energy and a geothermal anomaly and 3) the Zhangshuanglou model with plenty of source of cold energy.The cooling process of HEMS applied in deep coal mine are as follows:1) extract cold energy from mine water inrush to cool working faces;2) use the heat extracted by HEMS to supply heat to buildings and bath water to replace the use of a boiler, a useful energy saving and environmental protection measure.HEMS has been applied in the Jiahe and Sanhejian coal mines in Xuzhou, which enabled the temperature and humidity at the working faces to be well controlled. 展开更多
关键词 deep mine heat hazard mine classification mine water inrush heat hazard control model
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Progress of heat-hazard treatment in deep mines 被引量:19
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作者 Yang Xiaojie Han Qiaoyun +3 位作者 Pang Jiewen Shi Xiaowei Hou Dinggui Liu Chao 《Mining Science and Technology》 EI CAS 2011年第2期295-299,共5页
Based on the urgency of thermal hazard control in deep coal mines,we studied the status of deep thermal damage and cooling technology both at home and abroad,summarized the causes of deep thermal hazard,analysed and c... Based on the urgency of thermal hazard control in deep coal mines,we studied the status of deep thermal damage and cooling technology both at home and abroad,summarized the causes of deep thermal hazard,analysed and compared the control technologies for deep thermal hazards.The results show that the causes of deep thermal damage can be attributed to three aspects,i.e.,climate,geological and mining factors,of which the geological factors are deemed the major reasons for thermal hazards.As well,we compared a number of cooling technologies of domestic and overseas provenance,such as central air conditioning cooling technology,ice cooling technology and water cooling technology,with one other cooling technology,i.e.,the HEMS cooling technology,which has a large and important effect with its unique"pure air"cooling technology,realizes the utilizing of heat resources from underground to the ground.This technology makes use of heat obtained underground;thus the technology can promote low-carbon environmental economic development in coal mines,in order to achieve low- carbon coal production in China. 展开更多
关键词 Heat hazard Cooling technology HEMS Low-carbon PRODUCTION mine water
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Principles and technology for stepwise utilization of resources for mitigating deep mine heat hazards 被引量:17
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作者 HE Manchao CAO Xiuling +4 位作者 XIE Qiao YANG Jiahua QI Ping YANG Qing CHEN Xueqian 《Mining Science and Technology》 EI CAS 2010年第1期20-27,共8页
As is well known, deep mines are hot. As mining depth increases, the temperature of the surrounding rock also increases. This seriously affects mine safety and production and has restricted the exploitation of deep co... As is well known, deep mines are hot. As mining depth increases, the temperature of the surrounding rock also increases. This seriously affects mine safety and production and has restricted the exploitation of deep coal resources. Therefore, reducing the working face temperature to improve working conditions by controlling these heat hazards is an urgent problem. Considering problems in cooling deep mines both domestically and abroad along with the actual conditions of the Zhangshuanglou coal mine, we propose a HEMS technology that uses heat resources from deep mines in a stepwise manner. HEMS means a high temperature ex-change machinery system. Mine inrush-water is used as a source of cooling. Twice the energy is extracted from the mine inrush water. Heat is used for building heating in the winter and cold water is used for cooling buildings in the summer. This opens a new technology for stepwise utilization of heat energy in deep mines. Energy conservation and reduced pollution, an improved environment and sustainable economic development are realized by this technique. The economic and social effects are obvious and illustrate a good prospect for the application and extension of the method. 展开更多
关键词 cooling system heat resources in deep mine heat hazard control mine water inrush stepwise utilization
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Water protection in the western semiarid coal mining regions of China: A case study 被引量:5
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作者 Huang Hanfu Wang Changshen +1 位作者 Bai Haibo Wang Zihe 《International Journal of Mining Science and Technology》 SCIE EI 2012年第5期719-723,共5页
The coal industry in China has been moving from the semiarid eastern to the drier western regions since the beginning of this century.Water protection is of the utmost concern for coal mining in these regions.Lu'a... The coal industry in China has been moving from the semiarid eastern to the drier western regions since the beginning of this century.Water protection is of the utmost concern for coal mining in these regions.Lu'an,as one of the state coal mining bases in China,has been seeing increasingly heavier pressure for the protection of water resources.This article considers Lu'an as an example and describes the ways these concerns may be alleviated.High mine-water utilization rates have effectively reduced wasting of water and,consequently,have reduced water demand.Using the top layers of the Ordavician as aquifuge barriers can prevent floor karst water inrush into the longwall face and can protect the regional Ordovician karst water resources at the same time.The strength of the overlying Quaternary clay can protect against roof collapse and has successfully preserved the Quaternary porous water resource. 展开更多
关键词 water-protection Coal mining mine water utilization rate Aquifuge barrier Arid region
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基于正向—反向高压注水试验的深部矿井断层阻水性特征研究
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作者 於昌峰 姜春露 吴云 《金属矿山》 北大核心 2025年第2期131-137,共7页
针对深部矿井开采多次扰动下断层阻水性变化问题,选择永城矿区某矿巷道揭露断层,采用双孔注水法,开展了正向多次重复和反向高压注水试验。获取了注水水压、流量和监测孔水压动态曲线,计算了断层阻水强度和渗透系数参数。结果表明,多次... 针对深部矿井开采多次扰动下断层阻水性变化问题,选择永城矿区某矿巷道揭露断层,采用双孔注水法,开展了正向多次重复和反向高压注水试验。获取了注水水压、流量和监测孔水压动态曲线,计算了断层阻水强度和渗透系数参数。结果表明,多次高压注水试验中,测试断层都表现出阻水性强、渗透性差的特点,渗透系数均在1×10^(-6) cm/s量级,属微透水。反映出正向重复注水和反向注水过程中断层测试段没有发生明显的结构性渗透破坏,仅形成微裂隙渗流通道。随着高压注水次数的增加,断层表现出阻水强度降低、渗透性增强的趋势。反向注水时断层渗透系数最大值是正向初次注水时的3.14倍、第4次重复注水时的1.41倍,表明此时微裂隙有一定扩展连通,断层阻水性能下降较大。对比已有断层活化突水条件,本研究中巷道掘进扰动程度较低,断层原生胶结结构破坏较轻,仍具有很高的阻水性能,在试验较高水压作用下也没有发生透水。研究结果对该矿区底板断层突水危险性评价具有重要参考价值,也可为类似条件矿区断层阻水性评估提供参考。 展开更多
关键词 断层阻水性 高压注水试验 深部矿井 渗透系数 阻水强度
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矿井水害淹没仿真分析系统
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作者 赫瑞 王文娟 +1 位作者 邢延团 杨欣 《工矿自动化》 北大核心 2025年第1期163-170,共8页
目前针对矿井巷道突发性水体流动模拟及应急疏散路径规划的研究存在巷道拓扑关系手动输入效率低、准确性差,淹没仿真多为定性模拟,缺乏对水流动态扩散过程的精确模拟等问题,提出一种矿井水害淹没仿真分析系统设计方案。生成巷道拓扑关... 目前针对矿井巷道突发性水体流动模拟及应急疏散路径规划的研究存在巷道拓扑关系手动输入效率低、准确性差,淹没仿真多为定性模拟,缺乏对水流动态扩散过程的精确模拟等问题,提出一种矿井水害淹没仿真分析系统设计方案。生成巷道拓扑关系时采用巷道及节点数据自动创建无向图,进而处理隐式邻接关系,采用PostGIS函数计算弧段相交情况;淹没仿真采用暴雨洪水管理模型(SWMM)的动力波模拟法;应急疏散路径规划采用基于时变网络的Dijkstra算法,考虑巷道水深对通过速度的影响,Dijkstra算法分数据预处理、核心部分、后续处理3个阶段。以内蒙古神隆矿业有限公司为例,通过创建巷道拓扑关系、设定突水量等参数模拟突水事件,应用结果表明:矿井水害淹没仿真分析系统能准确呈现不同时间节点水流蔓延状况;规划的逃生路径能避开水位高、难行区域,通过时间符合实际。 展开更多
关键词 矿井水害淹没仿真 应急疏散路径 暴雨洪水管理模型 SWMM 巷道拓扑关系 动力波模拟法
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露天煤矿富水炮孔间隔装药爆破及效果评价
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作者 张鹏飞 程虹铭 杨小彬 《煤炭技术》 2025年第2期27-30,共4页
为实现露天煤矿富水炮孔间隔装药爆破,研发专用间隔器及装药工艺。选定现场2个富水区开展富水炮孔间隔装药爆破试验,现场间隔装药合格率大于80%,所选的2个试验区爆破后粒径小于1.5 m的岩块比例分别为99.77%和99.69%,大块率分别为0.23和0... 为实现露天煤矿富水炮孔间隔装药爆破,研发专用间隔器及装药工艺。选定现场2个富水区开展富水炮孔间隔装药爆破试验,现场间隔装药合格率大于80%,所选的2个试验区爆破后粒径小于1.5 m的岩块比例分别为99.77%和99.69%,大块率分别为0.23和0.31,铲装后的根底率分别为1.3%和2.1%,与连续装药爆破的大块率和根底率相当。基于未确知测度理论建立了富水炮孔间隔装药爆破评价模型,以大块率、根底率、炸药单耗和单孔装药耗为评价指标,得到2个试验区间隔装药爆破与连续装药爆破的效果综合评价均为较好,即富水炮孔间隔装药爆破可实现与连续装药爆破相当的爆破效果。 展开更多
关键词 露天煤矿 富水炮孔 间隔装药 效果评价
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臭氧氧化处理矿井水微量油及溶解性有机物的研究
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作者 刘亮平 张凯 +3 位作者 张嘉辰 郭宏伟 马涛 李晨宇 《煤质技术》 2025年第1期31-36,共6页
煤矿矿井水由于流经采煤巷道和工作面而具有较高的溶解性有机物,但仍易受煤、机油等的污染,需采用臭氧氧化技术以实现去除矿井水石油类的同时兼顾去除水中的溶解性有机物。结合臭氧氧化实验工艺流程,通过调整臭氧与废水的接触氧化时间,... 煤矿矿井水由于流经采煤巷道和工作面而具有较高的溶解性有机物,但仍易受煤、机油等的污染,需采用臭氧氧化技术以实现去除矿井水石油类的同时兼顾去除水中的溶解性有机物。结合臭氧氧化实验工艺流程,通过调整臭氧与废水的接触氧化时间,按照长时少次、短时多次、取样测试3个阶段进行臭氧接触氧化处理后出水COD_(Cr)和石油类物质的含量及去除率的相关分析。结果表明:接触反应时间对臭氧氧化矿井水中石油类物质效果影响十分显著,接触反应时间越长则水中的油类污染物就越低、处理效果越佳,但从经济性角度考量则不能无限制的延长作用时间;当臭氧量为40 mg/L、反应水量为0.5 m^(3)/h时,最佳反应接触时间为40 min,石油类和溶解性有机物去除率最高,分别为29.63%和19.91%,即该反应时间下石油类物质和COD_(Cr)能同时达到最佳的反应效率和去除效果;有效接触反应时间控制在40~60 min即可使矿井水中微量油含量低于0.4 mg/L,达到处理标准。 展开更多
关键词 臭氧氧化技术 矿井水 溶解性有机物 接触反应时间 石油类物质 COD_(Cr) 去除率 反应效率
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正利煤业4-1051工作面进风巷地震探测导水构造技术研究
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作者 张杰 《煤炭与化工》 2025年第2期50-53,共4页
正利煤业4-1051工作面为带压开采工作面,为了有效预防工作面揭露隐伏断层、陷落柱等导水构造而发生突水事故,在进风巷掘进至通尺133 m处时实施了超前地震探测,共发现了3处异常反射界面,最终通过钻探验证,3处均有断层发育,并且在钻孔揭... 正利煤业4-1051工作面为带压开采工作面,为了有效预防工作面揭露隐伏断层、陷落柱等导水构造而发生突水事故,在进风巷掘进至通尺133 m处时实施了超前地震探测,共发现了3处异常反射界面,最终通过钻探验证,3处均有断层发育,并且在钻孔揭露处均出现了不同程度的出水现象,最大涌水量出现在R3异常处,涌水量达到36 m^(3)/h。实践表明,地震法探测断层、陷落柱等异常导水构造科学有效,为矿井探测地质构造提供了经验借鉴。 展开更多
关键词 水害防治 带压开采 地质构造 地震探测
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煤矿防治水制浆机的设计改进
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作者 闫书印 《煤炭与化工》 2025年第2期90-93,共4页
基于煤矿防治水注浆工程项目中使用传统制浆机存在单次制浆量小、进灰时容易堵塞涡流泵、设备运行噪音大、计量不够准确等问题,分别从制浆机工作原理和结构形式进行了分析研究,着重改进了搅拌方式、整体结构、进灰方式、进水方式、电气... 基于煤矿防治水注浆工程项目中使用传统制浆机存在单次制浆量小、进灰时容易堵塞涡流泵、设备运行噪音大、计量不够准确等问题,分别从制浆机工作原理和结构形式进行了分析研究,着重改进了搅拌方式、整体结构、进灰方式、进水方式、电气控制5个方面。新设计的煤矿防治水制浆机结构更加合理紧凑,解决了传统制浆机存在的问题,提升了制浆效率、降低了生产成本、减少了人工操作和环境污染,为制浆机的进一步升级创新提供了参考价值。 展开更多
关键词 煤矿防治水 制浆机 搅拌方式 称重计量
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基于时序图结构的煤矿突水预测方法研究
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作者 刘华伟 武君胜 于晓晴 《工程技术研究》 2025年第2期21-23,共3页
为提高煤矿突水预测准确性和效率,减少事故伤亡和损失,文章提出基于时序图结构的预测方法。利用煤矿监测数据时空特征,构建突水信息图模型,并提出预测模型,采用图注意力网络(graph attention network,GAT)和长短时记忆网络(long short-t... 为提高煤矿突水预测准确性和效率,减少事故伤亡和损失,文章提出基于时序图结构的预测方法。利用煤矿监测数据时空特征,构建突水信息图模型,并提出预测模型,采用图注意力网络(graph attention network,GAT)和长短时记忆网络(long short-term memory,LSTM)提取特征,设计实验验证。结果显示该模型在准确率和效率上优于传统方法,某煤矿数据集准确率达89.7%,相比支持向量机(support vector machine,SVM)和随机森林(random forest,RF)分别提高12.3%和9.8%,在处理大规模数据时,计算效率显著提高,预测时间减少约30%。 展开更多
关键词 煤矿突水预测 图注意力网络 长短时记忆网络
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基于专利数据的水利信息化领域主题识别与热点分析
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作者 徐绪堪 章志捷 李彦颖 《水利信息化》 2025年第1期34-41,共8页
水利信息化专利是信息技术在水利领域应用的重要体现和产出,在水利工程管理和信息化建设过程中发挥着重要作用。以水利信息化专利数据为研究对象,提出一套基于专利数据的分析流程,对专利申请趋势、申请地域、技术领域等要素进行统计学分... 水利信息化专利是信息技术在水利领域应用的重要体现和产出,在水利工程管理和信息化建设过程中发挥着重要作用。以水利信息化专利数据为研究对象,提出一套基于专利数据的分析流程,对专利申请趋势、申请地域、技术领域等要素进行统计学分析,同时利用LDA主题模型识别水利信息化专利的主题与热点,揭示中国水利信息化领域的技术架构组成和发展趋势,为推进中国水利信息化学科规范化建设,促进水利信息化领域健康有序发展提供重要支撑。LDA主题模型将水利信息化领域专利划分为6个应用分类,即水利设备、工程施工、数据监测、水利预警、信息管理、调度分析。研究表明:信息管理主题的申请数量较多且持续增加,相关技术发展前景较好;水利预警主题热度较低,反映该主题是研究的薄弱点、短板,应提高该主题在水利信息化领域技术布局中的投入。 展开更多
关键词 水利信息化 专利分析 主题识别 文本挖掘
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