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Direct-impact of sieving coal and gangue 被引量:21
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作者 LI Jianping DU Changlong BAO Jianwei 《Mining Science and Technology》 EI CAS 2010年第4期611-614,共4页
Gangue from underground separation of coal can directly be used for filling mined out areas, saving transport capacity and reducing the amount of waste polluting the environment above the ground. We introduced a struc... Gangue from underground separation of coal can directly be used for filling mined out areas, saving transport capacity and reducing the amount of waste polluting the environment above the ground. We introduced a structure and operating principle of an underground direct-impact sieving device by which a separation experiment was carried out. By means of high speed conveyer belts, coal and gangue impacted the breaking board at high speeds ranging from 6 to 14 m/s. Given the differences of hardness between coal and gangue, after selective crushing, the gangue with the higher hardness was crushed less and coal with lower hardness crushed more, which could be separated by a 50 mm sieving plate. The material above the sieving plate was disposed of as gangue and the material below as coal. The results indicate that the crush ratio below the 50 mm sieving plate increases linearly with an increase in impact velocity and decays exponentially with an increase in hardness. Employing this equipment to separate coal and gangue, the hardness of coal f should be <2. This separation device provides relatively good effect in separating coal and gangue with a relatively wide difference of hardness. 展开更多
关键词 separation of coal and gangue direct-impact sieving difference of hardness selective crushing
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Paste-like self-flowing transportation backfilling technology based on coal gangue 被引量:30
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作者 WANG Xin-min ZHAO Bin +1 位作者 ZHANG Chuan-shu ZHANG Qin-li 《Mining Science and Technology》 EI CAS 2009年第2期137-143,共7页
A paste-like self-flowing pipeline transportation backfilling technology with coal gangue as aggregate is proposed to remove the potential damage caused by coal gangue piles. As well, the difficult problems of recover... A paste-like self-flowing pipeline transportation backfilling technology with coal gangue as aggregate is proposed to remove the potential damage caused by coal gangue piles. As well, the difficult problems of recovering high quality safety coal pillars and deep mining of the Suncun Coal Mine (SCM), Xinwen Coal Group, Shandong are resolved. The physical-chemical properties of coal gangue, optimized proportion of materials, backfilling system and craft in the SCM were studied in the laboratory and then an industrial test was carried out on high quality coal pillars under a town. The results show that finely crushed kaolinized and fresh gangue with granularity less than 5 mm can be used as aggregate with fly ash to replace part of the cement and a composite water reducer as an additive, accounting for 1.0%-1.5% of the total amount of cement and fly ash. The recommended proportion is l(cement):4(fly ash): 15(coal gangue), with a mass fraction of 72%-75%, rheoiogical paste-like properties and a strength of more than 0.7 MPa at 7 d. The sequence of adding cement, fly ash, water reducer and then coal gangue ensures that the suspended state of the slurry, reducing the wear and jam of pipelines. The working face is advancing continuously by the alternating craft of building block walls with coal gangue and backfilling mined-out gobs with paste-like slurry. The recovery rate is as high as 90% with a backfilling cost of 36.9 YuarffL good utilization of coal gangue and no subsidence on the surface. This technology provides a good theoretical basis and application experience for coal mines, cement backfilling with paste-like slurry. 展开更多
关键词 coal gangue PASTE-LIKE self-flowing backfilling system backfilling craft
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CO2 sequestration characteristics in the cementitious material based on gangue backfilling mining method 被引量:10
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作者 Peng Wang Xianbiao Mao Shen-En Chen 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2019年第5期721-729,共9页
The increasing anthropogenic CO2 emission and global warming has challenged the China and other countries to seek new and better ways to meet the world’s increasing need for energy while reducing greenhouse gas emiss... The increasing anthropogenic CO2 emission and global warming has challenged the China and other countries to seek new and better ways to meet the world’s increasing need for energy while reducing greenhouse gas emissions.The overall proposition of this research is to develop a brand-new CO2 physical and chemical sequestration method by using solid waste of coal mining and cementitious material which are widely used for goaf backfilling in coal mining.This research developed a new testing system(constant temperature pressurized reaction chamber(CTPRC))to study the effects of different initial parameters on mineral carbonation such as different initial water-binder ratio,initial sample porosity and initial carbon dioxide pressure.The experimental results show that the CO2 consumption ratio is 15%,10%and 7%higher with relatively high initial water-binder ratio,initial sample porosity and initial CO2 pressure within 48 h.In addition,some physical and chemical evidence was found through the electron microscope scanning and XRD test to further explain the above test results.This proposed research will provide critical parameters for optimizing CO2 sequestration capacity in this cementitious backfilling material with forming agent. 展开更多
关键词 gangue BACKFILLING GOAF Carbon dioxide SEQUESTRATION MINERAL CARBONATION Cementious material
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Creep properties and resistivity-ultrasonic-AE responses of cemented gangue backfill column under high-stress area 被引量:12
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作者 Hongyu Ran Yuxia Guo +2 位作者 Guorui Feng Tingye Qi Xianjie Du 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2021年第3期401-412,共12页
To investigate the creep and instability properties of a cemented gangue backfill column under a highstress area,the uniaxial compression creep tests were conducted by single-step and multi-step loading of prismatic s... To investigate the creep and instability properties of a cemented gangue backfill column under a highstress area,the uniaxial compression creep tests were conducted by single-step and multi-step loading of prismatic samples made of cemented gangue backfill material(CGBM)under the high stressstrength ratio.The creep damage was monitored using an electrical resistivity device,ultrasonic testing device,and acoustic emission(AE)instrument.The results showed that the CGBM sample has a creep hardening property.The creep failure strength(CFS)is slightly larger than the uniaxial compressive strength(UCS),ranging in ratio from 108.9%to 116.5%.The instantaneous strain,creep strain,and creep rate increase with increasing stress-strength ratio in the single-step loading creep tests.The instantaneous strain and creep strain decrease first and then increase during the multi-step loading creep process.The axial creep strain of the CGBM column can be expressed by the viscoelastic-plastic creep model.Creep instability is caused by the accumulation of strain energy under multi-step loading and the continuous lateral expansion at the unconstrained middle position during the creep process.The creep stability of a CGBM column in a high-stress area can be monitored based on the variation of electrical resistivity,ultrasonic pulse velocity(UPV),and AE signals. 展开更多
关键词 Cemented gangue backfill column Creep and instability properties High-stress area Electrical resistivity Ultrasonic pulse velocity Acoustic emission
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Impact of coal gangue on the level of main trace elements in the shallow groundwater of a mine reclamation area 被引量:20
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作者 Li Wei Chen Longqian +2 位作者 Zhou Tianjian Tang Qibao Zhang Ting 《Mining Science and Technology》 EI CAS 2011年第5期715-719,共5页
Coal gangue is the most used filling material during reclamation of areas suffering subsidence from min- ing. Main trace element levels (F, As, Hg, and Pb) in shallow groundwater in the reclamation area may be affecte... Coal gangue is the most used filling material during reclamation of areas suffering subsidence from min- ing. Main trace element levels (F, As, Hg, and Pb) in shallow groundwater in the reclamation area may be affected by leaching from the gangue. This can has an impact on the application of the water for agricul- tural irrigation or use as drinking water. Therefore, it is of great significance to understand the effect coal gangue has on the shallow groundwater of a reclaimed area. We studied the effect of coal gangue on fluo- rine, arsenic, mercury, and lead levels in the shallow groundwater of a reclamation area by testing the water and the coal gangue. One well near the reclamation area was used as a control well and element levels in water from this well and from the soil next to the well were also measured. The results show that the levels of these elements are increasing in the reclamation area over time. The increase in fluorine, arsenic, mercury, and lead in monitor wells varies from 7.42% to 8.26%, from 7.13% to 7.90%, from 4.85% to 6.48%, and from 4.69% to 6.42%, respectively. Fluorine and arsenic levels are lower in monitor wells than in the control water. The other elements are found in greater concentration than in the control. The Nemerow index also indicates that the shallow groundwater in the reclamation area I is moderately affected by the back-filling coal gangue, while the shallow groundwater in the reclamation area II and III are slightly affected by the back-filling coal gangue. This shallow groundwater could be used for agri- cultural irrigation or for drinking. 展开更多
关键词 Coal gangue Main trace elements Shallow groundwater Reclamation area Nemerow index
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Mechanical properties and damage characteristics of solidified body-coal combination in continuous driving and gangue backfilling 被引量:8
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作者 Yi Tan Hao Cheng +4 位作者 Wenbing Guo Erhu Bai Shaopu Zhang Yu Wang Zihao Li 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2023年第10期1217-1228,共12页
Recovery of the coal buried under buildings,railways and water bodies and the residual coal in irregularly arranged fully mechanized mining faces is a common engineering problem facing underground coal mining.In this ... Recovery of the coal buried under buildings,railways and water bodies and the residual coal in irregularly arranged fully mechanized mining faces is a common engineering problem facing underground coal mining.In this study,a mining technology of continuous driving and gangue backfilling(CDGB)was proposed.The technology,which can not only alleviate ground subsidence and gangue discharge,but also release the above-mentioned coals,contributes to green and efficient sustainable development of mining.The stability of the system of the solidified body-reserved coal pillar combination(S-C combination)is crucial to the CDGB technology.Therefore,it is of great significance to explore the mechanical and damage characteristics of S-C combination in the synergistic bearing process.First,four sets of differentshaped S-C combination specimens were fabricated and a S-C combination bearing structure in CDGB was constructed to explore the differences in mechanical characteristics and damage modes of different-shaped S-C combination specimens during CDGB.Subsequently,their surface strain field evolutions and acoustic emission(AE)response characteristics in the load-bearing process were obtained with the aid of the digital image correlation technique and the AE signal monitoring system.Furthermore,a damage evolution model based on AE parameters and mechanical parameters was established to clarify the damage evolution law.The following results were obtained:(1)The free area of S-C combination can serve as a quantitative index to evaluate the stability of the overburden control system;(2)The concept of critical value k of the free area was first proposed.When the free area exceeds the critical value k(free area ratio greater than 1.13),the deformation resistance and the free area changes becomes negatively correlated;(3)As the free area expands,the failure of the S-C combination specimen evolves from tensile failure to shear failure.The distribution characteristics of the axial strain field also verified such a change in the failure mode;(4)When the free area expands,the peak AE count gradually changes from“double peaks”to“a single peak”.In this process,the expansion of free area shortens the time for accumulating and releasing energy during loading.Micro cracks generated in the specimen change from a phased steep growth to a continuous increase,and the process in which micro cracks develop,converge,intersect and connect to form macro cracks accelerates.The damage evolution law concluded based on AE parameters and mechanical parameters can well characterize the damage evolution process of S-C combination,providing certain reference for the study on the synergistic bearing of S-C combination during CDGB. 展开更多
关键词 Continuous driving and gangue backfilling Solidified body-coal combination Mechanical properties Damage characteristics Digital image correlation technology Acoustic emission
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Experimental Study of Seepage Properties of Non-Darcy Flow in Granular Coal Gangues 被引量:4
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作者 MIAO Xie-xing LI Shun-cai +1 位作者 HUANG Xian-wu CHEN Zhan-qing 《Journal of China University of Mining and Technology》 EI 2006年第2期105-109,共5页
By using the steady-state seepage method, a patent seepage device together with the MTS815.02 Rock Mechanics Test System is used to test the seepage properties of non-Darcy flow in a granular gangue with five differen... By using the steady-state seepage method, a patent seepage device together with the MTS815.02 Rock Mechanics Test System is used to test the seepage properties of non-Darcy flow in a granular gangue with five different grain sizes during the compaction. The experimental results show that the seepage properties are not only related to the stress or displacement level, but also to the grain size, the pore structure of the granular gangue, and the current porosity The permeability and the non-Darcy flow coefficient can be fitted respectively by the cubic polynomials and the power functions of the porosity, Formally, the flow in granular gangue satisfies the Forchheimer's binomial flow, but under the great axial and confining pressure and owing to the grain's crushing, the flow in granular gangues is different from that in rock-fills which are naturallv oiled un. As a result, the non-Darer flow coefficient may be negative. 展开更多
关键词 granular coal gangue COMPACTION seepage properties Forchhelmer s binomial flow non-Darcy flow coefficient
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Coupling mechanism of roof and supporting wall in gob-side entry retaining in fully-mechanized mining with gangue backfilling 被引量:15
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作者 Ma Zhanguo Gong Peng Fan Jinquan Geng Minmin Zhang Guowei 《Mining Science and Technology》 EI CAS 2011年第6期829-833,共5页
We analyzed the deformation characteristics of overlying stratum in backfilling with fully-mechanized and retaining roadways along the gob area coal mining technology, and established a mechanical model for the roof k... We analyzed the deformation characteristics of overlying stratum in backfilling with fully-mechanized and retaining roadways along the gob area coal mining technology, and established a mechanical model for the roof key stratum of retaining roadways along gob under the conditions of backfilling and fully- mechanized coal mining technology. Using Winkler elastic foundation theory, we analyzed a part of the key stratum under the action of elastic foundation coupling problem, and derived deflection analyt- ical expressions. Combined with specific conditions, we obtained the deflection curves for the roof key stratum of retaining roadways along gob under the conditions of backfilling and fully-mechanized coal mining technology. On this basis, we adopted the Coulomb's earth pressure theory to solve the problem of lateral pressure of the gangue filling area on the supporting wall beside the roadway and to provide the theoretical basis for reasonable selection of the distance between gangue concrete wall and roof and fur- ther discussion on the supporting stability of roadway. 展开更多
关键词 Elastic foundation Coal mining with gangue backfilling Gob-side entry retaining Key stratum
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A numerical study of macro-mesoscopic mechanical properties of gangue backfill under biaxial compression 被引量:8
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作者 Huang Zhimin Ma Zhanguo +3 位作者 Zhang Lei Gong Peng Zhang Yankun Liu Fei 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2016年第2期309-317,共9页
Based on the Particle Flow Code(PFC^(2D)) program,we set up gangue backfill models with different gangue contents and bond strength,and studied the stress-strain behaviours,the pattern of shear band and force chains,m... Based on the Particle Flow Code(PFC^(2D)) program,we set up gangue backfill models with different gangue contents and bond strength,and studied the stress-strain behaviours,the pattern of shear band and force chains,motion and fragmentation of particles under biaxial compression.The results show that when the bond strength or contents of gangue are high,the peak strength is high and the phenomena of post-peak softening and fluctuation are obvious.When gangue contents are low,the shape of the shear band is symmetrical and most strong force chains transfer in soil particles.With an increase in gangue content,the shape of the shear band becomes irregular and the majority of strong force chains turn to transfer in gangue particles gradually,most of which distribute along the axial direction.When the gangue content is higher than 50%,the interconnectivity of strong force chains decreases gradually:at the same time,the strong force chains become tilted and the stability of the system tends to decrease.With an increase in external loading,the coordination numbers of the system increase at first and then decrease and the main pattern of force chains changes into columnar from annular.However,after the forming of the advantageous shear band,the force chains external to the shear band maintain their columnar shape while the inner ones bend obviously.As a result,annular force chains form. 展开更多
关键词 gangue backfills Particle flow Biaxial compression Shear band Force chain
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Transparent characterization and quantitative analysis of broken gangue's 3D fabric under the bearing compression 被引量:1
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作者 Junmeng Li Yanli Huang +5 位作者 Shenyang Ouyang Yachao Guo Huadong Gao Laiwei Wu Yibing Shi Lei Zhu 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2022年第2期335-345,共11页
Broken gangue has been extensively used in rockfill dams,subgrade,embankment,foundation cushion and other engineering construction.The deformation characteristics of broken gangue under the bearing compression play a ... Broken gangue has been extensively used in rockfill dams,subgrade,embankment,foundation cushion and other engineering construction.The deformation characteristics of broken gangue under the bearing compression play a decisive role in the firmness,stability and safety of these structures(buildings),and the meso-fabric change of broken gangue under the bearing compression significantly affects its macro deformation.In this study,the transparent characterization and quantitative analysis of 3D fabric of broken gangue under the bearing compression were performed through CT scanning test,image processing and 3D reconstruction technology,and the influence mechanism of internal fabric of broken gangue on its macro deformation was revealed.The results show that:In the loading stage of 0–2 MPa,the sharp corners,thin edges on the blocks and the bar-shaped and blade-shaped blocks with poor regularity are broken first under the bearing compression;in the loading stage of 2–8 MPa,a large number of larger particles in the sample are crushed in the mode of fragmentation;in the loading stage of 8–10 MPa,the breakage degree of samples is relieved.The axial displacement of the block inside the sample occurs,as well as the lateral displacement of the block converging to the central axis of the sample.In the rapid deformation stage,the macro deformation of the broken gangue is mainly caused by the rearrangement and adjustment of the block structure and the breakage of the block;in the slow deformation stage,it is mainly caused by the breakage of the block;in the stable deformation stage,it is mainly caused by the optimization and adjustment of the bearing skeleton in the sample. 展开更多
关键词 Bearing compression Broken gangue 3D fabric Transparent characterization Quantitative analysis
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Research on a New Technique of Producing Rapid-Hardening CementContaining Coal Gangue
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作者 张洪 邱宽嵘 姚红仙 《International Journal of Mining Science and Technology》 SCIE EI 1997年第1期73-77,共5页
After five years research, a totally new technology for producing a rapid-hardening cement containing bigh content of coal gangue is proposed’ In the technology, a specially designed rotary kiln is used as the calciu... After five years research, a totally new technology for producing a rapid-hardening cement containing bigh content of coal gangue is proposed’ In the technology, a specially designed rotary kiln is used as the calciulng equipmeut, whose structure is more like a conventional clinker cooler than a conventional rotary kiln. A fluidized bed furnace fueled by coal gangue is designed as its heater. With this technology, the quality of the cement yielded can be guaranteed; besides, no high grade coal is needed,no wastes are produced; furthermore, the investment is greatly lowered as compared with a traditional one. So it is a new viable method for disposing coal gangue’ 展开更多
关键词 COAL gangue fluidized BED SLAG CEMENT
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F^(-)在煤矿采空区充填矸石中运移规律及其随达西流速变化特征
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作者 赵丽 贾祥腾 +6 位作者 张庆 许峰 朱开鹏 孔伟芳 邢明飞 金毅 《河南理工大学学报(自然科学版)》 北大核心 2025年第2期90-98,共9页
煤矿开采过程中,煤矸石的大量堆积及其对地下水的污染影响,已成为亟需解决的生态环境和资源化利用问题。目的将煤矸石充填采空区作为矿井水净化的储水空间,既能实现煤矸石资源化利用,又有助于去除矿井水中的氟化物,是一种经济且环保的... 煤矿开采过程中,煤矸石的大量堆积及其对地下水的污染影响,已成为亟需解决的生态环境和资源化利用问题。目的将煤矸石充填采空区作为矿井水净化的储水空间,既能实现煤矸石资源化利用,又有助于去除矿井水中的氟化物,是一种经济且环保的可行方案。方法本研究以矿井水中F^(-)为研究对象,以保德矿采空区煤矸石为充填介质,根据研究区水文地质条件,在25℃、达西流速6.24,3.12,1.56 cm/h下开展室内柱模拟实验。利用CDE模型和双点位模型对实验数据进行数值模拟,探讨不同流速下F^(-)运移特征。结果结果表明:Cl-作为非反应性示踪剂,其穿透时间与流速负相关,CDE模型可以较好表征其运移规律,弥散作用随着达西流速增加而增大;相较于CDE模型,双点位模型能更好地表征F^(-)运移过程,充填矸石对F^(-)吸附阻滞现象显著,且阻滞系数R和吸附量均随流速减小而增大。F^(-)在煤矸石上的平衡吸附点位占总吸附点位的比值(f值)和分配系数β值随流速减小而增加,而一级动力学吸附速率常数α随流速减小而降低,这表明溶质运移过程中平衡吸附作用随着流速减小逐渐增强。此外,随着淋滤液持续注入,矸石表面的OH^(-)不断被注入的F^(-)通过离子交换吸附作用置换到淋出液中,导致淋出液pH升高,且流速越低,pH升高越明显。结论研究结果为高氟矿井水净化提供了一定的理论依据,有助于提升煤矸石资源化利用途径,具有显著的环境经济效益和推广应用潜力。 展开更多
关键词 煤矸石 氟化物 溶质运移 弥散系数 阻滞系数 双点位吸附溶质运移模型
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厚煤层分层开采矸石充填液压支架研究与应用
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作者 刘建功 张定堂 +2 位作者 牛旭军 李帅 赵家巍 《中国煤炭》 北大核心 2025年第1期51-56,共6页
根据山西华晟荣煤矿有限公司3100工作面赋存条件,结合厚煤层分层矸石充填开采工艺特点,设计了一种四柱支撑掩护式矸石充填液压支架。根据实际生产条件,分别对直接顶载荷、基本顶载荷以及上分层充填体载荷进行了分析计算,得出支架支护强... 根据山西华晟荣煤矿有限公司3100工作面赋存条件,结合厚煤层分层矸石充填开采工艺特点,设计了一种四柱支撑掩护式矸石充填液压支架。根据实际生产条件,分别对直接顶载荷、基本顶载荷以及上分层充填体载荷进行了分析计算,得出支架支护强度应大于0.424 MPa,最终确定充填液压支架型号为ZC5000/19/34D,支架伸缩比为1.8。介绍了矸石充填液压支架结构组成和主要技术参数,并对夯实机构结构和功能以及后部刮板输送机吊挂机构进行了详细阐述,优化设计后的后部刮板输送机吊挂机构能够有效缩短后顶梁设计长度,提高后部支护强度6%以上,有效预防充填前顶板下沉。通过实际应用表明,矸石充填液压支架夯实机构可以覆盖后部采空区,通过推压密实保证充填体的密实度,能够有效支撑上覆岩层,达到控制顶板、减少地表下沉的效果。 展开更多
关键词 液压支架 分层开采 矸石充填 夯实机构
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不同含水状态矸石胶结充填体能量演化与损伤特性研究
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作者 杨科 于祥 +2 位作者 何祥 侯永强 张连富 《岩土力学》 北大核心 2025年第1期26-42,共17页
为探究不同含水状态矸石胶结充填体(gangue cemented backfill,简称GCB)能量演化规律及损伤破坏机制,制备了干燥、自然和饱水(含水率分别为0%、10%和25%)3种状态的GCB试样。基于单轴压缩试验获取的应力-应变曲线,分析了GCB试样的能量演... 为探究不同含水状态矸石胶结充填体(gangue cemented backfill,简称GCB)能量演化规律及损伤破坏机制,制备了干燥、自然和饱水(含水率分别为0%、10%和25%)3种状态的GCB试样。基于单轴压缩试验获取的应力-应变曲线,分析了GCB试样的能量演化规律,提出了能量强化/弱化系数,揭示了GCB试样的损伤演化机制,并建立了全应力-应变曲线的分段式损伤本构模型。结果表明:干燥与自然状态GCB试样应力-应变曲线表现出明显的“四阶段”特征,而饱水状态GCB试样仅存在“三阶段”特征;GCB试样由干燥到饱水状态,弹性模量和峰值强度呈指数函数递减,含水状态对充填体强度的弱化机制可分为物理效应、化学效应和结构效应;干燥作用对充填体能量有强化作用,对耗散能的强化占主导地位,饱水作用对充填体能量有弱化作用,对弹性应变能和总应变能的弱化占主导地位;GCB试样由干燥向饱水状态的转变过程中,破坏形态主要经历拉伸破坏―拉剪混合破坏―V字形剪切破坏的转变,并伴有块体的脱落;不同含水状态GCB试样的变形破坏均为同一类型的损伤演化过程,但含水率增加会促进充填体损伤的发展,建立的不同含水状态GCB试样的分段损伤本构模型能够较准确地描述GCB试样的受载损伤破坏过程。研究结果可为深入探究矸石胶结充填体的力学行为及稳定性提供理论参考。 展开更多
关键词 含水状态 矸石胶结充填体 能量演化 分段损伤本构模型 单轴压缩
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煤矸石分类及其命名方法的研究现状
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作者 王稷良 李庆华 秦晓晗 《非金属矿》 2025年第1期119-123,共5页
煤矸石是我国排放量最大的工业固体废弃物之一,其处理不当不仅导致土地资源的浪费,还会对周边环境和居民健康构成潜在威胁。针对煤矸石处理及综合利用,探讨了煤矸石的物理和化学性质,并详细阐述了几种分类方法,在此基础上探讨了几种煤... 煤矸石是我国排放量最大的工业固体废弃物之一,其处理不当不仅导致土地资源的浪费,还会对周边环境和居民健康构成潜在威胁。针对煤矸石处理及综合利用,探讨了煤矸石的物理和化学性质,并详细阐述了几种分类方法,在此基础上探讨了几种煤矸石的命名方法,为煤矸石的大规模综合利用提供参考。 展开更多
关键词 煤矸石 性质 分类方法 命名方法
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电荷耦合频响多光谱反演网络的煤矸石检测方法
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作者 赵栓峰 王力 +1 位作者 李小雨 邢志中 《西安科技大学学报》 北大核心 2025年第1期117-128,共12页
煤矸石作为煤炭开采的副产品,其处理与监测对环境保护和资源利用具有重要意义。传统的煤矸石检测方法存在效率低下、资源消耗大等问题。为解决这些问题,提出一种基于电荷耦合频响多光谱反演网络的煤矸石检测方法。该方法利用无人机搭载... 煤矸石作为煤炭开采的副产品,其处理与监测对环境保护和资源利用具有重要意义。传统的煤矸石检测方法存在效率低下、资源消耗大等问题。为解决这些问题,提出一种基于电荷耦合频响多光谱反演网络的煤矸石检测方法。该方法利用无人机搭载高分辨率相机拍摄煤矸堆图像,首先,通过构建光谱重建网络模型MST++,实现对光谱数据的高效重建,弥补了RGB图像在光谱信息上的不足;然后,利用Faster R-CNN模型处理重建后的光谱数据;最后,对矸石堆中的煤炭含量进行预测。结果表明:与原始RGB数据集相比,多光谱重建后的煤矸石与煤炭图像的检测准确率显著提升至91.2%,将真实含碳量与预测结果进行比对,两者误差控制在5%以内,为煤炭资源的回收利用提供了科学依据。该方法充分利用了无人机遥感技术与深度学习算法的优势,通过光谱重建与目标检测的有机结合,实现了煤矸石的精准识别与定量分析,为煤矸石的高效处理与资源化利用提供了新的技术路径,具有良好的应用前景。 展开更多
关键词 光谱重建 多光谱图像 卷积神经网络 目标检测 煤矸石
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基于改进EfficientNet的煤矸音频分类方法
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作者 宋庆军 焦守悦 +2 位作者 姜海燕 宋庆辉 郝文超 《工矿自动化》 北大核心 2025年第1期138-144,共7页
针对煤矸音频特征提取过程中设备运行噪声干扰严重及单一提取方法易导致信息丢失的问题,提出了一种基于改进EfficientNet的煤矸音频分类方法。采用基于Mel频谱和Gammatone倒谱系数的特征提取方法,有效捕捉矸石声音中的低频信息和细节特... 针对煤矸音频特征提取过程中设备运行噪声干扰严重及单一提取方法易导致信息丢失的问题,提出了一种基于改进EfficientNet的煤矸音频分类方法。采用基于Mel频谱和Gammatone倒谱系数的特征提取方法,有效捕捉矸石声音中的低频信息和细节特征。选择EfficientNet-B0作为骨干网络,并对其进行以下改进:将原有的多尺度通道注意力模块换成卷积块注意力模块,得到卷积注意力特征融合(CAFF)模块,通过网络自学习为不同空间位置的特征分配不同的权重信息,生成新的有效特征;在原有的MBConv模块中并行嵌入频域通道注意力(FCA)模块,加强特征图的表达能力,从而提高整个网络的性能。实验结果表明:引入CAFF模块后,模型准确率提升了0.61%,F1得分提升了0.52%,且模型收敛更快,说明CAFF模块有效提升了模型对频谱特征的捕捉能力;引入FCA模块后,准确率提升了0.45%,F1得分提升了0.62%,说明模块的叠加可以进一步提高模型的泛化能力和处理复杂特征的能力;改进EfficientNe模型的准确率为91.90%,标准差为0.108,显著优于同类对比音频分类模型。 展开更多
关键词 综放开采 煤矸识别 音频特征提取 EfficientNet Mel频谱特征 Gammatone倒谱系数 注意力机制
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粉煤灰-煤矸石膏体材料特性及采空区充填技术分析
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作者 董海清 李亚斌 +2 位作者 郭冬梅 黄显武 王博 《煤炭工程》 北大核心 2025年第1期77-82,共6页
为有效减少煤矿采空区地面塌陷以及地表裂缝,同时大面积综合利用煤矸石和燃煤电厂的粉煤灰,以棋盘井矿区的煤矿和燃煤电厂为试验对象,通过不同材料制备试块进行研究,开发了基于棋盘井矿区粉煤灰与煤矸石为基料的煤矿采空区充填材料,提... 为有效减少煤矿采空区地面塌陷以及地表裂缝,同时大面积综合利用煤矸石和燃煤电厂的粉煤灰,以棋盘井矿区的煤矿和燃煤电厂为试验对象,通过不同材料制备试块进行研究,开发了基于棋盘井矿区粉煤灰与煤矸石为基料的煤矿采空区充填材料,提出了煤矿综采面采空区与留巷巷旁充填技术与实施工艺。结果表明:棋盘井及周边地区拥有大量煤矸石和粉煤灰,其成分利于制备充填材料,制备了利用棋盘井的煤矸石和粉煤灰为基础原料的充填材料,其强度在8~15 MPa之间,能够满足不同充填要求,且煤基固废综合利用量达到80%以上。采空区利用低强度充填体、沿空留巷巷旁采用高强度充填体,有利于节约成本,实现快速充填,实现了棋盘井矿区粉煤灰与煤矸石等煤基固废全部消纳。 展开更多
关键词 采空区 粉煤灰 煤矸石 膏体材料 分区充填
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综合探测方法在煤矸石场自燃区探测中的应用
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作者 郭建磊 李雄伟 +1 位作者 侯彦威 刘修刚 《煤炭工程》 北大核心 2025年第1期177-181,共5页
为了有效探测煤矸石场自燃高温区的分布范围及发展趋势,利用综合探测方法进行自燃高温区识别,首先采用覆盖层介质内部直接测温方法确定温度场平面分布范围,然后利用高密度电法探测自燃区的延伸范围和深度,最后采用钻孔测温方法验证自燃... 为了有效探测煤矸石场自燃高温区的分布范围及发展趋势,利用综合探测方法进行自燃高温区识别,首先采用覆盖层介质内部直接测温方法确定温度场平面分布范围,然后利用高密度电法探测自燃区的延伸范围和深度,最后采用钻孔测温方法验证自燃区位置和范围的准确性。结果表明,该综合探测方法对确定煤矸石场自燃高温区的平面和深度延展情况是切实可行的,可为煤矿矸石场高温区探测提供新的思路。 展开更多
关键词 煤矸石场 自燃高温区 高密度电法 综合探测方法
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基于YOLOv5的煤矸识别系统研究
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作者 孙立强 冯彦军 《煤矿机械》 2025年第3期185-187,共3页
针对传统煤矸识别方法效率低及准确率不高等问题,提出了一种基于YOLOv5的煤矸识别系统。首先构建包含煤和矸图像的数据集,并进行尺寸归一化、数据增强等预处理;随后利用该数据集对YOLOv5模型进行训练和优化,以实现高精度的煤矸识别。现... 针对传统煤矸识别方法效率低及准确率不高等问题,提出了一种基于YOLOv5的煤矸识别系统。首先构建包含煤和矸图像的数据集,并进行尺寸归一化、数据增强等预处理;随后利用该数据集对YOLOv5模型进行训练和优化,以实现高精度的煤矸识别。现场试验结果表明,该系统对煤和矸的识别准确率分别达到97.3%和98.5%,能够满足实际生产需求。当煤、矸及背景之间颜色接近时,识别准确率会略微下降,因此实际使用时应注意调整该系统周围的背景色以避免干扰。该研究成果可为煤矿开采装备智能化的研究人员提供一定的借鉴。 展开更多
关键词 煤矸识别 机器视觉 深度学习 YOLOv5
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