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Mechanism of rock burst caused by fracture of key strata during irregular working face mining and its prevention methods 被引量:16
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作者 Zengqiang Yang Chang Liu +3 位作者 Hengzhong Zhu Fuxing Xie Linming Dou Jianhang Chen 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2019年第6期889-897,共9页
To study the occurrence mechanism of rock burst during mining the irregular working face,the study took irregular panel 7447 near fault tectonic as an engineering background.The spatial fracture characteristic of over... To study the occurrence mechanism of rock burst during mining the irregular working face,the study took irregular panel 7447 near fault tectonic as an engineering background.The spatial fracture characteristic of overlying strata was analyzed by Winkler elastic foundation beam theory.Furthermore,the influence law of panel width to suspended width and limit breaking span of key strata were also analyzed by thin plate theory.Through micro-seismic monitoring,theoretical analysis,numerical simulation and working resistance of support of field measurement,this study investigated the fracture characteristic of overlying strata and mechanism of rock burst in irregular working face.The results show that the fracture characteristic of overlying strata shows a spatial trapezoid structure,with the main roof being as an undersurface.The fracture form changes from vertical‘‘O-X"type to transverse‘‘O-X"type with the increase of trapezoidal height.From the narrow mining face to the wide mining face,the suspended width of key strata is greater than its limit breaking width,and a strong dynamic load is produced by the fracture of key strata.The numerical simulation and micro-seismic monitoring results show that the initial fracture position of key strata is close to tailgate 7447.Also there is a high static load caused by fault tectonic.The dynamic and static combined load induce rock burst.Accordingly,a cooperative control technology was proposed,which can weaken dynamic load by hard roof directional hydraulic fracture and enhance surrounding rock by supporting system. 展开更多
关键词 ROCK BURST IRREGULAR working face Key STRATA Dynamic and static combined load Cooperative control
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A forecasting and forewarning model for methane hazard in working face of coal mine based on LS-SVM 被引量:29
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作者 CAO Shu-gang LIU Yan-bao WANG Yan-ping 《Journal of China University of Mining and Technology》 EI 2008年第2期172-176,共5页
To improve the precision and reliability in predicting methane hazard in working face of coal mine, we have proposed a forecasting and forewarning model for methane hazard based on the least square support vector (LS-... To improve the precision and reliability in predicting methane hazard in working face of coal mine, we have proposed a forecasting and forewarning model for methane hazard based on the least square support vector (LS-SVM) multi-classifier and regression machine. For the forecasting model, the methane concentration can be considered as a nonlinear time series and the time series analysis method is adopted to predict the change in methane concentration using LS-SVM regression. For the forewarning model, which is based on the forecasting results, by the multi-classification method of LS-SVM, the methane hazard was identified to four grades: normal, attention, warning and danger. According to the forewarning results, corresponding measures are taken. The model was used to forecast and forewarn the K9 working face. The results obtained by LS-SVM regression show that the forecast- ing have a high precision and forewarning results based on a LS-SVM multi-classifier are credible. Therefore, it is an effective model building method for continuous prediction of methane concentration and hazard forewarning in working face. 展开更多
关键词 working face methane concentration LS-SVM forecasting forewarning
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Spatial-temporal variation features and law of gas concentration in the fully mechanized working face under the condition of intermittent ventilation 被引量:2
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作者 Yinpin Cao Yimin Li Zhongning Zhou 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2019年第6期963-969,共7页
Based on the fluid mechanics and mass transfer theory,a mathematical model of the spatial-temporal variation of gas was derived to avoid the gas accident caused by the main fan stopping ventilation under the condition... Based on the fluid mechanics and mass transfer theory,a mathematical model of the spatial-temporal variation of gas was derived to avoid the gas accident caused by the main fan stopping ventilation under the condition of intermittent ventilation in the tunnel.According to the actual parameters of the tunnel,a numerical calculation model was established.The spatial-temporal variation of gas concentration in the fully mechanized working face under the condition of intermittent ventilation was calculated by using the commercial package Fluent,and the correctness of the calculated results was verified by the actual monitoring data of the mine.Firstly,the gas concentration was calculated under different wind velocities at driving face in coal tunnel,and the result showed that the gas can be carried effectively by the wind when the wind velocity is about 1.8 m/s.Secondly,the distributions of wind velocity and gas concentration at driving face were studied at 1.8 m/s,and the result showed the gas concentration increased gradually with the distance close to the outlet,but the gas concentration almost kept constant at the height of driving face.Thirdly,the distribution of gas concentration was investigated with time after the ventilation was stopped and restarted,respectively.The gas concentration of test point gradually increased with the increment of downtime,when the downtime was 40 min,the gas concentration of test point 3 reached the maximum value.The gas concentration increased gradually and reached the maximum after10 min of restart,then sharply decreased and kept constant. 展开更多
关键词 Fully MECHANIZED working face INTERMITTENT ventilation Gas CONCENTRATION
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Theoretical and numerical analysis of coal dust separated by centrifugal force for working and heading faces 被引量:8
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作者 Shiqiang Chen Haiqiao Wang +3 位作者 Yiqun Li Haijiao Cui Jie Zhao Xiaowei Zhang 《International Journal of Coal Science & Technology》 EI CAS 2014年第3期338-345,共8页
In order to meet engineering needs of Chinese underground coal mines,a new dust-collecting fan,a device of dust separated by centrifugal force in driven cyclone passageway(DCCP)was designed.In centrifugal dust removal... In order to meet engineering needs of Chinese underground coal mines,a new dust-collecting fan,a device of dust separated by centrifugal force in driven cyclone passageway(DCCP)was designed.In centrifugal dust removal section(CDRS)of DCCP,a general equation is derived from the principle of force equilibrium.According to CDRS structure parameters and fan running parameters,the general equation is simplified,and the simplest equation is calculated numerically by MATLAB.The calculation results illustrate that increasing quantity of air current is against dust removal,but it is beneficial to dust removal by increasing the radius of driven spiral blade and increasing the particle diameter of coal dust.The conclusions show that the dust-collecting structure parameters coupled with the fan running parameters is a novel optimization approach to dust-collection fan for working and heading faces,which is especially suitable for Chinese underground mines. 展开更多
关键词 working and heading faces Coal dust removal Centrifugal separation-Driven spiral passageway
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Research on time structure characteristic of gas concentration sequence in the working face 被引量:3
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作者 HE Li-wen SONG Yi +1 位作者 SHI Shi-liang LI Xi-bin 《Journal of Coal Science & Engineering(China)》 2011年第3期311-315,共5页
In the procedure of coal industry production, the losses of the persons and economy caused by the gas explosion accidents are most serious, therefore, prevention and control of the gas explosion accident of the coal m... In the procedure of coal industry production, the losses of the persons and economy caused by the gas explosion accidents are most serious, therefore, prevention and control of the gas explosion accident of the coal mines is an important issue needed to be solved urgently in the safety production work of our coal mines. The characteristic of time structure variation index characteristic was analyzed about gas concentration sequence of three measure points in the NO. 1I 1024 working face. It was found that the value of time variation about three measure points was mostly 1〈δ≤1.5, and gas emission presented consistently strong-clustering state twice, and the value of time variation presented continuous variation state in the active stage of gas concentration. Complex characteristics of the value indicated gas emission was continuously variable in time or space and presented the complex nonlinear characteristics. So the characteristic about gas emission system was correctly depicted and analyzed to gas emission system according to the relation of its state variation and essential of nonlinear system. The result also provided reliable warranty for its continued nonlinear research on gas emission. 展开更多
关键词 time structure gas concentration SEQUENCE working face NONLINEAR
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Determining the rational layout parameters of the lateral high drainage roadway serving for two adjacent working faces 被引量:2
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作者 Li Shugang Shuang Haiqing Wang Hongsheng 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2016年第5期795-801,共7页
To determine the rational layout parameters of the lateral high drainage roadway(LHDR) serving for two adjacent working faces, a mechanical model of the LHDR under mining influence was established, and the overburden ... To determine the rational layout parameters of the lateral high drainage roadway(LHDR) serving for two adjacent working faces, a mechanical model of the LHDR under mining influence was established, and the overburden fissure, mining-induced stress distribution rules were analyzed. First, the development characteristics of mining-induced overburden fissure and the stress distribution law of the upper section of the working face were analyzed. Second, by analyzing the distribution law of vertical stress at different layers, the lateral distance of the LHDR was determined as 25 m. Third, by analyzing the surrounding rock deformation effect, stress distribution law, and overburden fissure distribution law of the LHDR at the heights of 20, 25, and 30 m away from the roof, the rational horizon of the LHDR was determined to be 25 m. Finally, an example of a LHDR located 25 m above the roof of the No. 2 coal seam and 25 m away from the No. 2-603 working face was presented. Results show that when the No. 2-603 coalface is being mined, the surrounding rocks lag 80 m or even further and the working face tends to be stable. The relative deformations of the roof and floor of the roadway and both of its walls were 583 and 450 mm,respectively. The reduction rate of the roadway section was 21.52%–25.32%. The section of the roadway was sufficient to extract the pressure relief gas in the overburden of the No. 2-605 working face. The average gas concentration and the pure volume at the branch pipeline were 24.8% and 22.3 m^3/min,respectively, showing that the position of high-level boreholes was reasonable. 展开更多
关键词 Lateral high drainage roadway(LHDR) One gateway with two utilizations working face overburden Pressure relief gas Surrounding rock’s stability
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The main projects and development status of noise forecasting and controlling on working face in coal mine 被引量:2
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作者 PENG You-duo GUO Ying-fu +3 位作者 WU Li-tao LI Xin XIE Wei-hua Dhillon B S 《Journal of Coal Science & Engineering(China)》 2010年第2期198-205,共8页
Noise from the machine on coal working face seriously influenced the miners' physical and mental health, and also, due to the noise, there may be a major hidden danger in safety from accidents as all safety warnin... Noise from the machine on coal working face seriously influenced the miners' physical and mental health, and also, due to the noise, there may be a major hidden danger in safety from accidents as all safety warning signals may be masked by the noise. This paper summarized the features of mine environmental noise on working face, such as the variety of noise sources, the continuity of high intensity and slow attenuation in narrow space, etc.The main projects about noise forecasting and controlling on working face was emphatically expounded;the development status about mines machinery noise mechanism and environmental noise acoustic characteristics of space-time of these main research topics were also introduced. 展开更多
关键词 coal mine working face environmental noise main projects development status
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Study of energy-efficient heat resistance and cooling technology for high temperature working face with multiple heat sources in deep mine 被引量:2
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作者 Hongbin Zhao Shihao Tu +2 位作者 Xun Liu Jieyang Ma Long Tang 《International Journal of Coal Science & Technology》 EI CAS CSCD 2023年第3期92-107,共16页
In the present research,we proposed a scheme to address the issues of severe heat damage,high energy consumption,low cooling system efficiency,and wastage of cold capacity in mines.To elucidate the seasonal variations... In the present research,we proposed a scheme to address the issues of severe heat damage,high energy consumption,low cooling system efficiency,and wastage of cold capacity in mines.To elucidate the seasonal variations of environmental temperature through field measurements,we selected a high-temperature working face in a deep mine as our engineering background.To enhance the heat damage control cability of the working face and minimize unnecessary cooling capac-ity loss,we introduced the multi-dimensional heat hazard prevention and control method called"Heat source barrier and cooling equipment".First,we utilize shotcrete and liquid nitrogen injection to eliminate the heat source and implemented pressure equalization ventilation to disrupt the heat transfer path,thereby creating a heat barrier.Second,we establish divi-sional prediction models for airflow temperature based on the variation patterns obtained through numerical simulation.Third,we devise the location and dynamic control strategy for the cooling equipment based on the prediction models.The results of field application show that the heat resistance and cooling linkage method comply with the safety requirement throughout the entire mining cycle while effectively reducing energy consumption.The ambient temperature is maintained below 30℃,resulting in the energy saving of 10%during the high-temperature period and over 50%during the low-temperature period.These findings serve as a valuable reference for managing heat damage in high-temperature working faces. 展开更多
关键词 High-temperature working face Heat source barrier Multiple heat source effect Airflow temperature prediction Dynamic control strategy
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Study on the characteristics of ground pressure behaviors in working face with great mining height at different advance speeds by similarity model experiment 被引量:1
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作者 华心祝 张金龙 谢广祥 《Journal of Coal Science & Engineering(China)》 2007年第1期28-31,共4页
Presently most of research results on strata behaviors were concluded under the normal (moderate) advance rate conditions. Comparing with normal advance rate, fast advance rate and slow advance rate may cause some n... Presently most of research results on strata behaviors were concluded under the normal (moderate) advance rate conditions. Comparing with normal advance rate, fast advance rate and slow advance rate may cause some new changes of strata behaviors. The characteristics of ground pressure behaviors in working face with great mining height at different forward speeds were studied by similarity model experiment in laboratory. Its conclusion provides a theoretic basis for ground pressure controlling. 展开更多
关键词 similarity simulation advance rate working face with great mining height ground pressure
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Research and Application of Airflow Recirculation System in Working Faces with Leaking Airflow
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作者 朱红青 杜木民 赵伟芝 《International Journal of Mining Science and Technology》 SCIE EI 1999年第2期176-178,共3页
In order to develop the technology of the controlled recircuIation of airflow in the world, some formulas about the airflow recirculation system in the working face with leaking airflow are deduced,which reduces the e... In order to develop the technology of the controlled recircuIation of airflow in the world, some formulas about the airflow recirculation system in the working face with leaking airflow are deduced,which reduces the error between calculating and real values. on the base of the application of the formulas mentioned above, the problem about lack of airflow in the working face 2712 was solved successfully in Xiandewang Coal Mine. 展开更多
关键词 CONTROLLED recirculation of AIRFLOW leaking SOURCE of AIRFLOW working face
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Back-and-forth mining for hard and thick coal seams—research about the mining technology for fully mechanized caving working face of Datong Mine
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作者 金智新 于红 +1 位作者 于斌 宋华岭 《Journal of Coal Science & Engineering(China)》 2005年第2期1-4,共4页
The article introduced the key technology, mining process, and back-and-forth mining method for the caving working face of hard-thick coal seams in Datong mine, and researched this innovations process, optimized the s... The article introduced the key technology, mining process, and back-and-forth mining method for the caving working face of hard-thick coal seams in Datong mine, and researched this innovations process, optimized the systemic design and working face out-play, tried to perfect the caving mining technology of hard-thick coal seams further. 展开更多
关键词 hard and thick coal seams fully mechanized caving working face back-and- forth mining
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Research on coal-rock identification method and data augmentation algorithm of comprehensive working face based on FL-Segformer
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作者 Yun Zhang Liang Tong +5 位作者 Xingping Lai Shenggen Cao Baoxu Yan Yanbin Yang Yongzi Liu Wei He 《International Journal of Coal Science & Technology》 CSCD 2024年第4期142-157,共16页
Coal-rock interface identification technology was pivotal in automatically adjusting the shearer's cutting drum during coal mining.However,it also served as a technical bottleneck hindering the advancement of inte... Coal-rock interface identification technology was pivotal in automatically adjusting the shearer's cutting drum during coal mining.However,it also served as a technical bottleneck hindering the advancement of intelligent coal mining.This study aimed to address the poor accuracy of current coal-rock identification technology on comprehensive working faces,coupled with the limited availability of coal-rock datasets.The loss function of the SegFormer model was enhanced,the model's hyperparameters and learning rate were adjusted,and an automatic recognition method was proposed for coal-rock interfaces based on FL-SegFormer.Additionally,an experimental platform was constructed to simulate the dusty environment during coal-rock cutting by the shearer,enabling the collection of coal-rock test image datasets.The morphology-based algorithms were employed to expand the coal-rock image datasets through image rotation,color dithering,and Gaussian noise injection so as to augment the diversity and applicability of the datasets.As a result,a coal-rock image dataset comprising 8424 samples was generated.The findings demonstrated that the FL-SegFormer model achieved a Mean Intersection over Union(MIoU)and mean pixel accuracy(MPA)of 97.72%and 98.83%,respectively.The FLSegFormer model outperformed other models in terms of recognition accuracy,as evidenced by an MloU exceeding 95.70% of the original image.Furthermore,the FL-SegFormer model using original coal-rock images was validated from No.15205 working face of the Yulin test mine in northern Shaanxi.The calculated average error was only 1.77%,and the model operated at a rate of 46.96 frames per second,meeting the practical application and deployment requirements in underground settings.These results provided a theoretical foundation for achieving automatic and efficient mining with coal mining machines and the intelligent development of coal mines. 展开更多
关键词 Coal-rock interface recognition Segformer Datasets augmentation Comprehensive working face•Image semantic segmentation
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Migration law of respirable dust on a super-long fully mechanized double-shearer working face
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作者 Jia Min Fu Yingpeng +3 位作者 Yuan Yong Wei Hongmin Sun Song Li Jie 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2016年第6期1109-1115,共7页
In order to understand the migration law of respirable dust and gain reasonable design parameters for dust control on a super-long double-shearer fully mechanized working face, this paper describes research carried ou... In order to understand the migration law of respirable dust and gain reasonable design parameters for dust control on a super-long double-shearer fully mechanized working face, this paper describes research carried out using a numerical simulation package(Fluent) based on gas-solid coupling dispersed multiphase flow model and field measurement to research different technology modes, dust distribution law at different intervals where shearers work in opposite directions on the lower 9303 face, No. 2 Jining Mine,Yankuang Coal Mining Co. Results show that the concentration of dust 3–6 m away from the shearers working in the same directions was large, while the impact area of respirable dust near the shearer increased significantly to 5–6 m with the distance between two shearers working in opposite directions.The concentration of dust on a double-shearer face was considerably higher than that of a face with one shear under the combined effect of wind speed on the face and disturbed wind around the shearer, while the dust concentration near the shearer on the return side was considerably higher than that on the inlet side. The concentration of dust on a double-shearer face along the airflow declined slowly so that dust was hard to control. Simulation results confirmed the results of field measurement, which could provide reference for dust prevention design. 展开更多
关键词 Super-long working face Double-shearer Respirable dust Migration law Numerical simulation
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Analysis of English literary works based on face theory
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作者 阎喜 《Sino-US English Teaching》 2007年第8期51-54,共4页
Brown & Levinson's face theory is an important theory in Pragmatics and it is an influential theory in expounding the phenomenon of politeness. Through an analysis of the functions of "face" in English literary wo... Brown & Levinson's face theory is an important theory in Pragmatics and it is an influential theory in expounding the phenomenon of politeness. Through an analysis of the functions of "face" in English literary works, this article intends to shed new lights on literary pragmatics. 展开更多
关键词 English literary works face theory literary pragmatics
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Mode-I-crack compression modeling and numerical simulation for evaluation of in-situ stress around advancing coal workfaces
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作者 LIU Wei-qun ZHU Li 《Mining Science and Technology》 EI CAS 2009年第5期569-573,共5页
The relatively high stress probably leads to generation of a fractured or even instable area around a working coalface. Also, the generated weak area often evolves into an easy-infiltrating field of water/gas to great... The relatively high stress probably leads to generation of a fractured or even instable area around a working coalface. Also, the generated weak area often evolves into an easy-infiltrating field of water/gas to greatly increase probability of accident occurrence. To reveal the distribution of high stress around working faces, we put forward the mode-I-crack compression model. In this model, the goaf following a working face is regarded as a mode-I crack in an infinite plate, and the self-gravity of overlaying strata is transformed into an uniform pressure applied normal to the upper edge of the model crack. Solving this problem is based on the Westergaard complex stress function. For comparison, the software RFPA-2D is also employed to simulate the same mining problem, and furthermore extendedly to calculate the stress interference induced by the simultaneous advances of two different working faces. The results show that, the area close to a working face or the goaf tail has the maximum stress, and the stress is distributed directly proportional to the square root of the advance and inversely proportional to the square root of the distance to the working face. The simultaneous advances of two neighboring working faces in different horizontals can lead to extremely high resultant stress in an interference area. 展开更多
关键词 mode-I-crack modeling Westergaard stress function working face high stress stress interference
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薄煤层综采工作面四足巡检机器人行走机构设计
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作者 毛清华 王潘腾 +3 位作者 秦颂 种世懋 薛旭升 王川伟 《工矿自动化》 北大核心 2026年第2期143-151,共9页
在薄煤层综采工作面中,固定轨道式巡检机器人难以适应工作面轨道弯曲与底板起伏变化,吊缆悬挂式巡检机器人在顶板起伏较大的环境中运行稳定性不足,地面行走式机器人越障时速度较低且灵活性不足。针对上述问题,提出了一种适用于薄煤层综... 在薄煤层综采工作面中,固定轨道式巡检机器人难以适应工作面轨道弯曲与底板起伏变化,吊缆悬挂式巡检机器人在顶板起伏较大的环境中运行稳定性不足,地面行走式机器人越障时速度较低且灵活性不足。针对上述问题,提出了一种适用于薄煤层综采工作面复杂环境的四足巡检机器人行走机构。该行走机构采用防爆伺服电动机驱动,并通过连杆腿机构与换挡机构实现高低抬腿模式切换,以兼顾行走效率与越障能力。以曲柄轴安装位置为设计变量、连杆腿抬腿高度和驱动转矩为优化目标,建立了多目标优化模型,并采用NSGA−II算法对模型进行求解,得到高低抬腿模式下Pareto最优解集,显著提升了行走机构越障能力的同时兼顾了驱动需求与传力性能。在ADAMS仿真软件中搭建薄煤层综采工作面机器人仿真场景,开展了平地行走、坡面行走、平地越障及坡面越障4种工况下的动力学仿真,结果表明:机器人最大行走速度达15.8 m/min,可在10°坡面上稳定行走,并能跨越100 mm高障碍物;在4种工况下机器人姿态保持可控,未出现失稳情况,满足薄煤层综采工作面跟机巡检对运动性能与稳定性的需求。 展开更多
关键词 薄煤层 综采工作面 四足巡检机器人 行走机构 连杆腿机构 换挡机构
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弱胶结覆岩下顶分层综放面强矿压机理及拱形工作面控制技术
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作者 王家臣 陈建强 +2 位作者 潘卫东 彭宝山 邓藏 《煤炭学报》 北大核心 2026年第1期193-208,共16页
弱胶结覆岩可导致工作面强矿压,甚至压架事故,严重威胁安全和影响生产。以准东二矿55 m巨厚煤层顶分层综放开采为研究背景,采用现场实测、理论分析、室内试验以及数值模拟等方法对弱胶结覆岩下特厚综放面矿压规律及控制技术进行研究。... 弱胶结覆岩可导致工作面强矿压,甚至压架事故,严重威胁安全和影响生产。以准东二矿55 m巨厚煤层顶分层综放开采为研究背景,采用现场实测、理论分析、室内试验以及数值模拟等方法对弱胶结覆岩下特厚综放面矿压规律及控制技术进行研究。结果表明:准东二矿首采区覆岩赋存表现为基岩厚度大,整体胶结程度弱,软或极软岩层占比87%;顶分层首采1101综放面推进期间,基本顶砌体梁在高位岩块回转的动荷载下二次破断失稳,原砌体梁承载结构被破坏,支架由给定载荷转为与直接顶共同承担体系变形,导致强矿压;据此,建立了支架上方拱结构岩块段的稳定方程并揭示了不同位置的受力规律,进而提出工作面“拱形”布置及回采工艺,以便顶板形成倾向承载结构从而控制强矿压,并揭示其将部分覆岩载荷转化为拱块段之间的相互作用力的矿压控制机理;数值模拟结果进一步得出新工艺下工作面顶板塑性区发育程度降低,顶板下沉量减小33.1%,支架上方拱结构将部分上覆载荷转化为内力,结构的应力水平上升,垂直应力高于原来的18%,最终降低了支架整体承受的载荷。现场实践表明,该技术对强矿压控制发挥着重要作用,支架受力最高峰值下降12%,较强来压范围由20~120号支架缩小至40~100号支架,同时,拱脚处最大挤压力有利于工作面两端三角煤及顶板及时折断垮落。 展开更多
关键词 弱胶结覆岩 巨厚煤层 分层综放 强矿压 拱形工作面
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基于U-Net模型的矿井电阻率反演方法研究
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作者 胡运兵 王胡日查 +2 位作者 易洪春 段天柱 崔少北 《矿业安全与环保》 北大核心 2026年第1期185-192,共8页
针对矿井电阻率反演中传统方法依赖初始模型、边界模糊及现有深度学习反演存在伪影干扰的问题,提出物理约束的U-Net反演方法。该方法融合电性敏感特性与深度聚焦机制,基于U-Net网络的多尺度特征融合架构构建加权交叉熵损失函数,通过编... 针对矿井电阻率反演中传统方法依赖初始模型、边界模糊及现有深度学习反演存在伪影干扰的问题,提出物理约束的U-Net反演方法。该方法融合电性敏感特性与深度聚焦机制,基于U-Net网络的多尺度特征融合架构构建加权交叉熵损失函数,通过编码器—解码器跳跃连接实现异常体与背景场的电性差异强化;基于三类典型异常体定义电阻率分布的参数化空间,采用有限元法对6000组模型进行正演计算,通过偶极—偶极装置获取视电阻率剖面数据,构建地质模型—电性响应匹配数据集并用于监督学习训练。实验结果表明:该方法Dice系数为0.950±0.018,单次反演耗时由传统最小二乘反演方法的65.2 s降至1.0 s,效率提升98.5%。通过物理先验与深度学习的协同优化,为煤矿水害隐蔽致灾体精准探测提供了解决方案。 展开更多
关键词 矿井电阻率反演 U-Net 深度学习反演 矿井水害 工作面 物理约束
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浅埋煤层大采高工作面覆岩结构研究
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作者 黄庆享 高锦龙 韦业豪 《煤炭学报》 北大核心 2026年第1期224-238,共15页
基于神东和陕北煤炭基地的覆岩条件,通过对大采高工作面实测来压特征和覆岩垮落高度统计分析,结合物理相似模拟,研究了大采高工作面覆岩垮落特征,提出了大采高工作面等效直接顶的定义。根据等效直接顶对采空区的充填程度,将顶板结构分... 基于神东和陕北煤炭基地的覆岩条件,通过对大采高工作面实测来压特征和覆岩垮落高度统计分析,结合物理相似模拟,研究了大采高工作面覆岩垮落特征,提出了大采高工作面等效直接顶的定义。根据等效直接顶对采空区的充填程度,将顶板结构分为充分充填型和非充分充填型,分析了等效直接顶短悬臂梁结构对工作面支架的静载。研究得出:大采高工作面覆岩单一关键层一般形成“高位斜台阶岩梁”结构,该结构滑落失稳是工作面强来压的主要原因。大采高工作面覆岩双关键层下组关键层破断后可以形成稳定的“砌体梁”结构或易发生滑落失稳的“斜台阶岩梁”结构,上组关键层一般形成“砌体梁”结构,即覆岩双关键层形成“双砌体梁”结构或“斜台阶岩梁-砌体梁”结构,常见的是来压较强烈的“斜台阶岩梁-砌体梁”结构。上、下2组关键层关键块的同步与异步失稳是工作面大小周期来压的原因。根据大采高工作面“斜台阶岩梁-砌体梁”顶板结构模型,给出了工作面支架工作阻力理论计算方法,并通过了实例验证,可为大采高工作面顶板控制和支架选型提供理论依据。 展开更多
关键词 大采高工作面 等效直接顶 基本顶关键层 高位斜台阶岩梁结构 支护阻力
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年产千万吨综放工作面超远距离供液技术研究
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作者 马英 王伦 +4 位作者 魏存跃 李思岩 李营 侯成明 佟友 《中国煤炭》 北大核心 2026年第1期83-91,共9页
为解决采煤工作面推进长度增加后,传统综放工作面供液技术面临的压力损失大、供液稳定性差、智能化控制水平低等难题,满足高效安全开采需求,以肖家洼煤矿年产千万吨221304智能化综放工作面为研究对象,开展4 500 m超远距离供液技术研究... 为解决采煤工作面推进长度增加后,传统综放工作面供液技术面临的压力损失大、供液稳定性差、智能化控制水平低等难题,满足高效安全开采需求,以肖家洼煤矿年产千万吨221304智能化综放工作面为研究对象,开展4 500 m超远距离供液技术研究。通过分析管路压力损失特性,优化确定Φ133 mm×12 mm单进单回供液管路方案,并结合振动抑制、应力监测等技术降低压力损失与提升管路稳定性;通过集成智能传感、远程协同等技术,构建“云-边-端”三级智能控制架构,采用自适应模糊PID等算法实现系统精准调控。现场应用表明,该技术使管路压力损失降低18.7%,月均故障率下降42.2%,检修效率提高45.9%,保障了工作面年产千万吨的生产能力。该技术体系提升了超远距离供液系统的可靠性与智能化水平,为深部复杂煤层开采提供了成熟范式,对煤炭行业智能化、绿色化转型具有重要推广价值。 展开更多
关键词 综放工作面 超远距离供液系统 供液管路优化 智能化泵站系统
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