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Mechanical response of roof rock mass unloading during continuous mining process in underground mine 被引量:9
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作者 胡建华 雷涛 +2 位作者 周科平 罗先伟 杨念哥 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2011年第12期2727-2733,共7页
Taking the test stopes during continuous mining induced roof caving of Tongkeng ore-body No.92 as example, the calculation flow of unloading analysis was established. According to the unloading region division method ... Taking the test stopes during continuous mining induced roof caving of Tongkeng ore-body No.92 as example, the calculation flow of unloading analysis was established. According to the unloading region division method of the affected zone theory, and the deterioration laws of mechanics parameters of unloading rock mass, the continuous mining process in underground mine was analyzed by the software MIDAS/GTS, the mechanical response of roof rock mass unloading was studied, and the differences were analyzed with the conventional simulation. The result shows that the maximum tensile stress, subsidence displacement and equivalent plastic strain of roof rock mass are 1.5 MPa, 20 cm and 1.5% in the unloading analysis, while 1.0 MPa, 13 cm and 0.9% in the conventional analysis. The values of unloading analysis, which are also closer to the actual situation, are greater than those of conventional analysis; the maximum step in continuous mining is 48 m, which shows that the induced treatment of the roof should be carried out after 2 mining steps 展开更多
关键词 continuous mining mining-unload rock mass mechanics mining-unload disturbance region dynamic mechanical parameters
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Development of high-power microwave mechanical integrated continuous mining device 被引量:1
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作者 Xia-Ting Feng Feng Lin +3 位作者 Jiuyu Zhang Chengxiang Yang Yuntan Ao Tianyang Tong 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2024年第9期3365-3377,共13页
This article introduces a high-power microwave mechanical integrated continuous mining device,which can achieve synchronous cutting of hard rocks by microwave and machinery.The device includes a cutting system,a rotar... This article introduces a high-power microwave mechanical integrated continuous mining device,which can achieve synchronous cutting of hard rocks by microwave and machinery.The device includes a cutting system,a rotary translation system,a loading system,a high-power microwave system,and a control and monitoring system.The technology of“master-slave follow-up”disc cutter alternating side cutting of rock was proposed,which could improve the effectiveness of rock breaking.The integrated structure of a microwave-cut system was then proposed,and synchronous motion of the microwave-cut system and adjustment of the loading system could be realized.The automatic adjustment technology of the microwave working distance was developed to dynamically control the optimal microwave working distance.The basic functions of the equipment were verified by tests.By comparing the two types of disk cutters,it is found that the master-slave follow-up disk cutter can improve significantly the dust removal effect and rock breaking efficiency in rock breaking process versus the conventional large disc cutter.Cutting tests of slate with or without microwave were conducted using a master-slave follow-up disk cutter.The results show that the cutting patterns of slates change from intermittent chunks(without microwave irradiation)to persistent debris(with microwave irradiation),and the cutting speed is significantly improved(170%).The development of the device provides a scientific basis for changing the conventional mining technology of metal mines and realizing the mechanical continuous mining in hard metal mines. 展开更多
关键词 Hard metal mine Microwave machinery continuous mining Master-slave follow-up disc cutter
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Correlation between longitudinal crack occurrence and mold heat transfer in continuous casting based on process data mining
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作者 Zhi-qiang Peng Zi-bing Hou +3 位作者 Kai Yi Kun-hui Guo Dong-wei Guo Guang-hua Wen 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2024年第5期1139-1152,共14页
The correlation between the longitudinal crack occurrence and integrated heat transfer of the mold with data mining methods was investigated.Firstly,three kinds of support vector machine models based on principal comp... The correlation between the longitudinal crack occurrence and integrated heat transfer of the mold with data mining methods was investigated.Firstly,three kinds of support vector machine models based on principal component analysis with different input features were established to explore the effect of integrated heat transfer on the accuracy of the prediction model for the longitudinal crack.The results show that the accuracy was improved while features including mean and standard deviation of integrated heat transfer were added.Then,the difference in integrated heat transfer between defect and normal samples under the same process parameters was quantitatively compared.Compared with normal samples,the temperature difference of cooling water for defect samples decreased by 0.65%,and the temperature difference fluctuation increased by 31.1%.Finally,the literature data were used to provide support for the quantitative correlation according to defect formation mechanism.A new criterion for the prediction of longitudinal crack and a discovering method for correlation between product quality and process parameters in the manufacturing industry have been provided. 展开更多
关键词 continuous casting slab Longitudinal surface crack Heat transfer Data mining Quantitative correlation
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Feasibility Study on Continuous Mining Method in Deep Position of Jinchuan Nickel Mine, China 被引量:1
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作者 Meifeng Cai, Lan Qiao, Changhong Li, Shuanghong Wang (Civil and Environmental Engineering School, University of Science and Technology Beijing, Beijing 100083, China) 《Journal of University of Science and Technology Beijing》 CSCD 2001年第2期81-85,共5页
Jinchuan nickel mine is the largest nickel mine in China. Cut-and-fill mining method with high density cementing materials is used in the mine. The original mining design divided the mining operation into two steps. T... Jinchuan nickel mine is the largest nickel mine in China. Cut-and-fill mining method with high density cementing materials is used in the mine. The original mining design divided the mining operation into two steps. The first step stopped the mining rooms and the second step stopped the pillars. Because the two-step method made big trouble for finally mining pillars and strongly limited the mining speed and production, it was successfully changed to a continuous cut-and-fill method without pillars. However, the mining operation in the mine has been down to 800 m and the mining condition is getting worse and more complicated. Through systematical field investigations and 3-D FEM analysis, it is proved that the mining method without pillars is feasible for mining deeper orebodies in Jinchuan nickel mine. 展开更多
关键词 Jinchuan nickel mine deep position continuous mining feasibility study
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CFD modeling of methane distribution at a continuous miner face with various curtain setback distances 被引量:11
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作者 Zhou Lihong Pritchard Christopher Zheng Yi 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2015年第4期635-640,共6页
Knowledge of the airflow patterns and methane distributions at a continuous miner face under different ventilation conditions can minimize the risks of explosion and injury to miners by accurately forecasting potentia... Knowledge of the airflow patterns and methane distributions at a continuous miner face under different ventilation conditions can minimize the risks of explosion and injury to miners by accurately forecasting potentially hazardous face methane levels. This study focused on validating a series of computational fluid dynamics(CFD) models using full-scale ventilation gallery data that assessed how curtain setback distance impacted airflow patterns and methane distributions at an empty mining face(no continuous miner present). Three CFD models of face ventilation with 4.6, 7.6 and 10.7 m(15, 25, and 35 ft) blowing curtain setback distances were constructed and validated with experimental data collected in a full-scale ventilation test facility. Good agreement was obtained between the CFD simulation results and this data.Detailed airflow and methane distribution information are provided. Elevated methane zones at the working faces were identified with the three curtain setback distances. Visualization of the setback distance impact on the face methane distribution was performed by utilizing the post-processing capability of the CFD software. 展开更多
关键词 Mine ventilation Computational fluid dynamics continuous mining face Airflow pattern Methane distribution
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Similar material simulation of time series system for induced caving of roof in continuous mining under backfill 被引量:9
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作者 高峰 周科平 +1 位作者 董卫军 苏家红 《Journal of Central South University of Technology》 EI 2008年第3期356-360,共5页
With the help of similar material simulation test,time series system for induced caving of roof in continuous mining under complex backfill in ore body No.92 of Tongkeng Tin Mine was studied. According to the similari... With the help of similar material simulation test,time series system for induced caving of roof in continuous mining under complex backfill in ore body No.92 of Tongkeng Tin Mine was studied. According to the similarity theory,a two-dimensional similar simulation test-bed was constructed. The stress and displacement that change along with the advance of mining were acquired and analyzed automatically by data system. The processes of continuous mining of ore-block in 5 intervals and artificial induced caving of roof were simulated. The results of the test show that ore body remained as safety roof in thickness of 15 m guarantees the safe advance of stoping work face. Caving of safety roof puts in practice at the first two mining intervals when the third interval of continuous mining is finished,and one interval as the safety distance should be kept all the time between stopping and caving. While mining in the last interval,pre-slotting should be implemented first of all,and the roof of the last two mining intervals is caved simultaneously. Only this kind of time series system can be an efficient and safe way for induced caving of roof in continuous mining. 展开更多
关键词 continuous mining induced caving similar material simulation safety roof SLOTTING
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Energy method and numerical simulation of critical backfillheight in non-pillar continuous mining 被引量:2
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作者 邓建 古德生 +1 位作者 李夕兵 彭怀生 《中国有色金属学会会刊:英文版》 EI CSCD 1999年第4期847-851,共5页
Non-pillar continuous mining(NPCM) is regarded as a high-efficient, high-level and one-step mining technology, which can be divided into two substopes. Back fill stability status in substope I, which directly influenc... Non-pillar continuous mining(NPCM) is regarded as a high-efficient, high-level and one-step mining technology, which can be divided into two substopes. Back fill stability status in substope I, which directly influence the loss rate and dilution rate, etc, will determine whether the experimental research is successful or not. By employing energy method of limit analysis and finite element numerical simulation method, the critical backfill height was determined under the prerequisite condition of its stability, which put forward theoretical basis for reasonable and correct selection of backfill’s parameters. The result showed that the first backfill could not keep stable for NPCM, while the other was able to. 展开更多
关键词 continuous mining CRITICAL HEIGHT energy method NUMERICAL simulation
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Classification of conditions for short-wall continuous mechanical mining in shallowly buried coal seam with thin bedrock 被引量:7
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作者 LIU Yu-de ZHANG Dong-sheng +2 位作者 MA Li-qiang ZHAO Yong-feng WANG Hong-sheng 《Journal of China University of Mining and Technology》 EI 2008年第3期389-394,共6页
The room and pillar method is usually used to extract coal from shallowly buried seams with thin bedrock. This results in a very low production efficiency and in a low degree of extraction. In recent years short-wall ... The room and pillar method is usually used to extract coal from shallowly buried seams with thin bedrock. This results in a very low production efficiency and in a low degree of extraction. In recent years short-wall continuous mechanical mining has been extensively used in many situations except shallowly buried coal seams with thin bedrock. The principles governing movement of the overlying strata above the 2-2 coal seam were deduced from in-situ experience, laboratory data, calculations and computer simulations. The thicknesses of the bedrock in the Shendong Coal Field where the coal is shallowly buried are classified into 5 types: <10 m, 10–15 m, 15–25 m, 25–35 m and >35 m, which was done using fuzzy clustering results. A series of reasonable, relative parameters in each category have been calculated and analyzed. One proposed way to perform short-wall continuous mechanical mining in shallowly buried coal seams is given. This is significant for coal mines with similar geological conditions. 展开更多
关键词 short-wall continuous mining thin bedrock fuzzy clustering technical parameter
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High Efficiency Dust Scrubbers for Continuous Miner in Underground Mines 被引量:2
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作者 WU Chao GU De-sheng 《Journal of Central South University》 SCIE EI CAS 2000年第4期205-211,共7页
Based on the experimental data by a full scale test model and the relevant existing achievements, four new concepts of group dust scrubbers were designed in the paper. The new dust scrubbers consist of two to four com... Based on the experimental data by a full scale test model and the relevant existing achievements, four new concepts of group dust scrubbers were designed in the paper. The new dust scrubbers consist of two to four common dust separators in series: wet fan, wet Venturi and foam filter bed. Wetting and foaming agents are used to increase the efficiency of dust separation. High efficiency is not required for each part of the group dust scrubbers, but the whole system has a high working reliability. All parts of the group dust scrubbers have the most suitable separating efficiency for different size and concentration of dust particles in airflow, according to their technical features. Four group dust scrubbers have a high efficiency from 94.4% to 99.7% for separating respirable dust at a rational cost. 展开更多
关键词 group dust scrubber foaming agent wetting agent wet-fan scrubber wet-Venturi scrubber foam filter bed continuous miner underground mine
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Enhancing performance of mining phenolic filling materials by tailoring closed cell morphology with fly ash geopolymer
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作者 Yi Zhang Xiaotian Nan +4 位作者 Sitong Zhang Lan Jia Fengbo Zhu Wenwen Yu Qiang Zheng 《International Journal of Mining Science and Technology》 2025年第7期1197-1210,共14页
Phenolic foam(PF)has attracted growing attention in plugging areas due to its lightweight,flame retardancy and high fillability,yet its friable character and high reaction temperature severely weaken its potentials to... Phenolic foam(PF)has attracted growing attention in plugging areas due to its lightweight,flame retardancy and high fillability,yet its friable character and high reaction temperature severely weaken its potentials toward practical coal mining applications.Herein,a novel phenolic composite material filled with modified fly ash(MFA)geopolymer has been proposed to address the above issues.By modifying fly ash(FA)particles with siloxanes,robust interfacial bonding between the organic PF polymer and inorganic geopolymer network has been established,which enables modulation of their micro-morphologies to optimize their macro performances.The foam structure of PF evolves from an open-cell to a closed-cell morphology with the incorporation of MFA,leading to a decreased pulverization ratio(41%)while enhanced mechanical properties(15%).Compared with neat PF,the composite exhibits faster gelation dynamics during curing,with a maximum reaction temperature as low as only 40°C.PF/MFA composite show high reliability against gas leakage during a laboratory designed coal mine plugging test.Furthermore,the formation of a silica hybrid char layer with higher graphitization degree and a multiple continuous closed-cell structure following the combustion of PF/MFA effectively inhibits the release of combustible volatiles and toxic gases.It is provided that this strategy of geopolymer filled polymer cross-linking networks with tunable morphology opens up an avenue for advanced mining phenolic filling materials. 展开更多
关键词 continuous closed-cell structure Fly ash geopolymer Coal mining Filling and plugging ability Flame retardancy
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Assessment of factors and mechanism contributing to groundwater depressurisation due to longwall mining 被引量:1
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作者 M.Chen C.Zhang +3 位作者 I.Canbulat S.Saydam G.Fan D.Zhang 《International Journal of Coal Science & Technology》 CSCD 2024年第4期238-273,共36页
Assessment of mining impact on groundwater is one of critical considerations for longwall extension and sustainability,however usually constrained by limited data availability,hydrogeological variation,and the complex... Assessment of mining impact on groundwater is one of critical considerations for longwall extension and sustainability,however usually constrained by limited data availability,hydrogeological variation,and the complex coupled hydro-mechanical behaviour.This paper aims to determine the factors and mechanism of groundwater depressurisation and identify knowledge gaps and methodological limitations for improving groundwater impact assessment.Analysis of dewatering cases in Australian,Chinese,and US coalfields demonstrates that piezometric drawdown can further lead to surface hydrology degradation,while the hydraulic responses vary with longwall parameters and geological conditions.Statistical interpretation of 422 height of fracturing datasets indicates that the groundwater impact positively correlates to panel geometry and depth of cover,and more pronounced in panel interaction and top coal caving cases.In situ stress,rock competency,clay mineral infillings,fault,valley topography,and surface-subsurface water interaction are geological and hydrogeological factors influencing groundwater hydraulics and long-term recovery.The dewatering mechanism involves permeability enhancement and extensive flow through fracture networks,where interconnected fractures provide steep hydraulic gradients and smooth flow pathways draining the overlying water to goaf of lower heads.Future research should improve fracture network identification and interconnectivity quantification,accompanied by description of fuid flow dynamics in the high fracture frequency and large fracture aperture context.The paper recommends a research framework to address the knowledge gaps with continuous data collection and field-scale numerical modelling as key technical support.The paper consolidates the understanding of longwall mining impacting mine hydrology and provides viewpoints that facilitate an improved assessment ofgroundwaterdepressurisation. 展开更多
关键词 Longwall mining continuous fracturing Permeability enhancement Groundwater depressurisation Mine database Numerical modelling
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论“运输就是运流量”的学术思想
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作者 马宏伟 毛清华 +7 位作者 薛旭升 王川伟 王鹏 聂珍 段优优 司马俊雷 柴建权 陈彦璋 《煤炭学报》 北大核心 2025年第7期3658-3667,共10页
煤矿连续运输是煤矿开采的关键环节,是实现煤矿安全、高效、智能、绿色开采的重要组成部分。深入分析了连续运输系统在煤流检测、节能控制、设备全生命周期管理和多系统协同控制等方面的研究现状,指出了连续运输系统存在的能耗大、监测... 煤矿连续运输是煤矿开采的关键环节,是实现煤矿安全、高效、智能、绿色开采的重要组成部分。深入分析了连续运输系统在煤流检测、节能控制、设备全生命周期管理和多系统协同控制等方面的研究现状,指出了连续运输系统存在的能耗大、监测难、协同性差、智能化程度低等关键技术问题。为了不断提升煤矿连续运输系统的智能化水平,提出了“运输就是运流量”的学术思想,定义了学术思想的内涵,构建了学术思想的逻辑架构,凝练了煤矿连续运输系统智能化的四大关键技术,给出了基于煤流量的连续运输系统四大关键技术及其解决方法。建立了煤矿连续运输系统各节点煤流量检测模型,提出了多信息融合的煤流量检测方法,构建了煤流量数据库,实现了连续运输系统数字化,奠定了连续运输系统智能化的坚实基础;建立了基于煤流量数据的连续运输设备智能调速模型,制定了“煤多快运,煤少慢运,无煤停运”的节能调速控制策略,提出了基于煤流量的神经网络自适应速度控制方法,实现了连续运输设备节能高效运行;建立了基于煤流量数据的连续运输设备全生命周期智能维护与健康管理模型,提出了以过煤量数据预测设备状态信息的智能维护方法,确保了连续运输设备安全、稳定、持续、高效运行;建立了基于煤流量数据的多连续运输设备协同控制模型,提出了基于“时效-能效”的速度和煤流量匹配方法,实现了多连续运输设备高效协同运行。“运输就是运流量”的学术思想已在陕煤、宁煤等煤矿得到应用,实现了多个连续运输系统节能调速与协同运行,提升了煤矿多连续运输系统的安全性、高效性、可靠性和智能化水平。 展开更多
关键词 煤矿连续运输 运流量 煤流量检测 节能调速 智能维护 健康管理 设备协同
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基于AOA优化SVMD和A-CNN的矿井电网单相接地故障选线方法研究
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作者 杨战社 张程 +3 位作者 荣相 魏礼鹏 李瑞 韩耀 《煤炭工程》 北大核心 2025年第7期171-178,共8页
针对矿井电网单相接地故障选线受井下环境的干扰较大、故障选线速度和准确率低等问题,提出一种基于算术优化算法改进连续变分模态分解和注意力机制卷积神经网络的故障选线方法。首先,通过算术优化算法优化连续变分模态分解的参数,把零... 针对矿井电网单相接地故障选线受井下环境的干扰较大、故障选线速度和准确率低等问题,提出一种基于算术优化算法改进连续变分模态分解和注意力机制卷积神经网络的故障选线方法。首先,通过算术优化算法优化连续变分模态分解的参数,把零序电流序列分解成不同频率的固有模态函数;其次,引入相对位置矩阵的数据预处理方式,将一维序列转换成二维图像,获得零序电流信号的时频特征图;最后,将注意力机制嵌入到CNN分类算法模型中,实现故障选线。仿真与实验结果表明,该方法能够在强噪声、采样时间不同步等情况下准确地选择出故障线路,可满足矿井电网对选线准确性和可靠性的需求。 展开更多
关键词 矿井供电系统 单相接地故障 连续变分模态分解 算术优化算法 注意力机制
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大冶铁矿两中段接续开采关键工序设备调度和采场布置优化
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作者 王其虎 徐天超 +3 位作者 张增贵 张国权 张勇 丰庆 《矿业研究与开发》 北大核心 2025年第2期17-24,共8页
大冶铁矿正处于-270 m中段与-360 m中段接续开采阶段,-270 m中段剩余矿量已不足,-360 m中段投产初期将面临采场生产能力不足的问题。根据上向水平分层充填法和分段凿岩阶段出矿空场嗣后充填法的工序特点,基于大冶铁矿-360 m中段各采场... 大冶铁矿正处于-270 m中段与-360 m中段接续开采阶段,-270 m中段剩余矿量已不足,-360 m中段投产初期将面临采场生产能力不足的问题。根据上向水平分层充填法和分段凿岩阶段出矿空场嗣后充填法的工序特点,基于大冶铁矿-360 m中段各采场分布、回采工序、回采设备现状,建立了回采设备调度优化模型,运用遗传算法模拟出最紧凑的工序排布,基于设备利用率函数求解出最大同时回采的采场数,并提出了单中段、两中段两种开采方案。结果表明,当-270 m中段可同时回采采场数为3、-360 m中段可同时回采采场数为5时,日产能达到最大值4218 t/d。两中段开采方案的开采效率高,出矿能力稳定,生产能力达到143.7万t。优化后的两种开采方案有助于解决大冶铁矿在两中段接续开采期间产能不足和产量不稳定的问题。 展开更多
关键词 两中段接续开采 生产能力 设备调度 采场布置 方案优化
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基于GNSS时序数据的西部矿区地表动态沉陷预测模型研究
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作者 汤伏全 高佳坤 +3 位作者 薛俊磊 朱超 周对对 李小涛 《煤炭科学技术》 北大核心 2025年第10期33-44,共12页
矿区GNSS连续监测站相比常规观测站能够更好地获取地表动态沉陷特征,但布设GNSS站点太多及费用过高制约了其实际应用。为了探讨基于少量站点GNSS连续观测数据构建地表动态沉陷模型的可行性,以黄土高原矿区地表沉陷监测工程为实例,通过... 矿区GNSS连续监测站相比常规观测站能够更好地获取地表动态沉陷特征,但布设GNSS站点太多及费用过高制约了其实际应用。为了探讨基于少量站点GNSS连续观测数据构建地表动态沉陷模型的可行性,以黄土高原矿区地表沉陷监测工程为实例,通过绘制地表点动态下沉及其下沉速度与加速度变化曲线,发现其分布特征与Boltzmann角度函数及其一阶、二阶导数的变化曲线高度一致,因此选择具有“S”型分布特征的Boltzmann角度函数构建地表动态下沉模型,引入相对位置角x和偏心角y两个参数描述监测站与工作面动态边界的相对位置关系,利用GNSS时序观测数据反演Boltzmann模型的4个参数(A_(1)、A_(2)、a、b),并阐明了各参数的物理意义及其变化特征。基于此,利用工作面推进过程中获取的GNSS时序观测数据构建了地表动态沉陷Boltzmann模型,通过分析模型参数随工作面推进位置(参数x)的变化特征,发现这些参数的时序变化随地表沉陷量增大而趋于稳定值,利用该模型可实现后续沉陷量的精准预测。进一步分析发现,主断面上各GNSS站点Boltzmann模型参数的空间变化符合高斯函数分布特征,采用不少于5个GNSS站点的观测数据即可稳定拟合高斯函数参数,据此建立了地表任意点动态沉陷的Boltzmann预测模型。实测数据验证表明,上述基于少数(不少于5个)站点GNSS时序观测数据所构建的Boltzmann模型,具有很好的参数确定性及预测精度,这为西部矿区地表沉陷的动态监测和预测提供了有效手段。 展开更多
关键词 西部矿区 GNSS连续监测 动态沉陷 Boltzmann角度函数 预测模型
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连采连充式工作面矿压叠加特征及围岩控制技术应用
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作者 杨涛 闵恒 +3 位作者 胡嘉英 陈全秋 张庆国 张书超 《中国安全生产科学技术》 北大核心 2025年第7期99-105,共7页
为解决特厚煤层在连采连充工艺中支巷围岩变形及稳定性难题,采用数值模拟与现场实验相结合的方法,揭示采动应力场时空迁移规律及围岩破坏机制,提出“深层锚索约束+浅层锚杆支护+双向护网”的差异化协同控制技术。研究结果表明:充填后可... 为解决特厚煤层在连采连充工艺中支巷围岩变形及稳定性难题,采用数值模拟与现场实验相结合的方法,揭示采动应力场时空迁移规律及围岩破坏机制,提出“深层锚索约束+浅层锚杆支护+双向护网”的差异化协同控制技术。研究结果表明:充填后可显著降低未开采支巷应力集中水平;充填体-煤柱复合结构因刚度差异导致显著非对称变形;通过“锚索约束深部岩体+锚杆强化浅层结构+护网协同承载”的差异化支护,实现围岩应力场均衡化调控。研究结果可为特厚煤层绿色高效开采提供理论与技术支撑。 展开更多
关键词 特厚煤层 连采连充 围岩控制 数值模拟 差异化支护
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基于数据挖掘技术的线上继续教育资源自适应推送方法
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作者 李翠平 陈永松 《无线互联科技》 2025年第20期117-120,共4页
线上继续教育凭借其便捷性、灵活性和资源丰富性,已成为终身学习体系的重要组成部分,为有效提升资源推送的精准度,文章提出基于数据挖掘技术的线上继续教育资源自适应推送方法。该方法通过对学生用户画像进行建模,收集及处理用户行为数... 线上继续教育凭借其便捷性、灵活性和资源丰富性,已成为终身学习体系的重要组成部分,为有效提升资源推送的精准度,文章提出基于数据挖掘技术的线上继续教育资源自适应推送方法。该方法通过对学生用户画像进行建模,收集及处理用户行为数据;结合数据挖掘技术,提取继续教育资源特征,筛选出与学生用户画像模型匹配的资源;将线上继续教育资源分类,匹配用户行为数据,制定自适应推送策略。实验结果表明,文章所研究方法的自适应效果较好,推送准确度较高,具有较好的推送性能。 展开更多
关键词 资源推送 学习者画像 数据挖掘技术 自适应推送 线上继续教育
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面向多装备短间隔接续的地下黄金矿调度优化研究 被引量:1
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作者 王浩 弯茂全 +3 位作者 龚韩君 李国清 侯杰 胡乃联 《黄金科学技术》 北大核心 2025年第2期369-386,共18页
随着矿山开采逐渐转向深部,矿山的生产条件更加复杂且恶劣,要求矿山必须提升智能装备水平,逐渐减少现场作业人员,构建与之相匹配的高效精准的调度管控是实现矿山智能化作业的重要保障。为此,开展面向多装备短间隔接续的地下黄金矿调度优... 随着矿山开采逐渐转向深部,矿山的生产条件更加复杂且恶劣,要求矿山必须提升智能装备水平,逐渐减少现场作业人员,构建与之相匹配的高效精准的调度管控是实现矿山智能化作业的重要保障。为此,开展面向多装备短间隔接续的地下黄金矿调度优化,提升开采作业效率和安全性。分析提取了地下黄金矿开采作业多工序、多装备和复杂耦合等约束,形成符合调度要求的约束规则。通过构建装备配置与任务排布的组合优化模型,以总时长和总间隔最小为目标,将地下装备调度问题抽象为流车间调度问题。运用遗传算法完成了模型求解,在减少任务冲突和装备闲置的同时,通过短间隔调整实现了开采装备的动态精准调度。案例研究表明,在不同作业场景下,优化模型能够有效缩短整体作业时长和工序间隔,在大规模生产、多循环约束场景下开采效率达到72.57 t/h,在故障率为8%的条件下,总作业时长的延迟控制在15%以内。科学的装备配置与调度策略对于提升矿山生产能力具有重要意义,研究成果为地下黄金矿的装备调度提供了有效的优化方案,能够在保障生产接续性的基础上,提高整体作业效率和安全性。 展开更多
关键词 地下黄金矿 多装备调度 智能矿山 短间隔控制 调度优化 作业接续
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露天金属矿典型运输工艺发展现状及展望 被引量:1
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作者 汪昕 李贲 +2 位作者 张媛 毕林 代碧波 《金属矿山》 北大核心 2025年第5期17-31,共15页
露天金属矿运输工艺的改进和优化对降低成本、提高生产效率及减少开采对生态环境的影响具有重要意义。近年来,诸多学者对露天金属矿运输工艺进行了深入研究,涌现出一系列优秀的研究成果。全面梳理了卡车—电铲间断运输工艺(TS)与半连续... 露天金属矿运输工艺的改进和优化对降低成本、提高生产效率及减少开采对生态环境的影响具有重要意义。近年来,诸多学者对露天金属矿运输工艺进行了深入研究,涌现出一系列优秀的研究成果。全面梳理了卡车—电铲间断运输工艺(TS)与半连续运输工艺(IPCC)在经济效益、安全性和社会指数、环境影响和可持续性等方面的研究现状。鉴于IPCC工艺在露天金属矿中展现出的广阔应用前景,对国内外露天金属矿IPCC工艺优化技术的研究成果进行了归纳和总结,从最佳过渡时间(深度)和安装位置、最佳生产调度与破碎站搬迁计划、最优最终坑界(UPL)与输送机布局等方面深入分析了各种优化技术的研究进展。然而,IPCC工艺在露天金属矿山的应用上仍存在不足之处,即:①在露天金属矿运输工艺评价方面,多数研究仍停留在单一指标维度,少数涉及多指标综合评价的工作尚未建立统一的评价框架,无法全面准确地反映运输工艺的整体性能;②现阶段多数研究主要通过数学建模或仿真模拟预测露天矿运输工艺的性能,但这类研究方法缺乏考虑如设备故障、天气条件等不可预测事件对运输性能的影响;③目前IPCC运输工艺优化模型主要关注成本效益,较少涉及环境和社会等因素,且在求解模型时通常采用启发式算法,模型收敛速度和解的全局最优性受限于具体问题特征与算法参数取值。针对以上不足之处,面向“十五五”时期以及更长远的高质量发展要求,露天金属矿运输工艺的研究与优化应向以下方向深化:①构建多维度、多层次的综合运输工艺评价体系,充分考虑各关键指标之间的协同与制约关系;②引入机器学习、深度强化学习等智能算法,提升运输工艺的动态优化与预测能力;③基于启发式与元启发式相结合的算法框架,开发覆盖经济、环境、社会等多维目标的综合优化模型;④探索“区段—块段—条带”开采模式下的阶段式移动破碎新理念,提出面向矿石流的“短程转载—移动破碎—大倾角提运”的广义连续运输新工艺,为新一代智能矿山建设提供理论支持与技术路径参考。 展开更多
关键词 露天金属矿 半连续运输工艺 评价方法 IPCC优化 智能算法 移动破碎
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结晶器液位波动与夹渣缺陷相关性特征挖掘
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作者 邓泽先 张云贵 +1 位作者 甘青松 张琳 《计算机应用与软件》 北大核心 2025年第7期383-391,共9页
以连铸机结晶器为对象,研究其液位波动和夹渣缺陷之间的相关性,为追溯铸坯夹渣缺陷原因提供思路与方法。采用分段聚合近似及低通滤波方法对液位波动信号进行平滑及去噪处理,从时域和频域提取关于液位波动信号的853个特征;利用Kolmogorov... 以连铸机结晶器为对象,研究其液位波动和夹渣缺陷之间的相关性,为追溯铸坯夹渣缺陷原因提供思路与方法。采用分段聚合近似及低通滤波方法对液位波动信号进行平滑及去噪处理,从时域和频域提取关于液位波动信号的853个特征;利用Kolmogorov-Smirnov及Fisher假设检验方法研究提取特征与夹渣缺陷的相关性,根据Benjamini-Yekutieli方法筛选特征;使用加权随机森林模型对不同特征筛选方法进行建模分析。实验结果表明,使用挖掘出的特征建模,模型效果好于使用原始时序信号建模的1D-CNN模型,且具有更好的可解释性。根据分布图,可进一步定性定量分析夹渣缺陷产生的原因,给出结晶器液位控制工艺建议。 展开更多
关键词 连铸 结晶器液位波动 夹渣缺陷 时间序列 特征挖掘 相关性分析
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