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Stability mechanism and control of the pumpable supports in longwall recovery room
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作者 Dong Zhang Jianbiao Bai +8 位作者 Zhijun Tian Zizheng Zhang Yonghong Guo Rui Wang Ying Xu Hao Fu Shuai Yan Min Deng Shuaigang Liu 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2024年第7期957-974,共18页
The load-bearing performance(LBP)of pumpable supports(PPS)is crucial for the stability of longwall pre-driven recovery room(PRR)surrounding rock.However,the unbalanced bearing coefficient(UBC)of the PPS(undertaking un... The load-bearing performance(LBP)of pumpable supports(PPS)is crucial for the stability of longwall pre-driven recovery room(PRR)surrounding rock.However,the unbalanced bearing coefficient(UBC)of the PPS(undertaking unequal load along the mining direction)has not been investigated.A mechanical model of the PRR was established,considering the main roof cantilever beam structure,to derive an assessment formula for the load,the failure criteria,and the UBC of the PPS.Subsequently,the generation mechanisms,and influencing factors of the UBC were revealed.Global sensitivity analysis shows that the main roof hanging length(l_(2))and the spacing between the PPS(r)significantly impact the UBC.A novel design of the PPS and the coupling control technology were proposed and applied to reduce the UBC of the PPS in the adjacent longwall PRR.Monitor results showed no failure of the PPS at the test site,with the UBC(ζ)reduced to 1.1 consistent with the design value(1.15)basically,fully utilizing the collaborative LBP of the PPS.Finally,the maximum roof-to-floor convergence of the PRR was 234 mm,effectively controlling the stability of the surrounding rock of the PRR and ensuring the mining equipment recovery. 展开更多
关键词 Pre-driven recovery room Pumpable supports Unbalanced bearing coefficient Hydraulic fracture Stability analysis Surrounding rock control
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Research on the “Equivalent Effect” of Subtitling Translation in Garfield Ⅱ
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作者 肖聪 《海外英语》 2013年第16期137-138,160,共3页
As a large number of foreign films have flooded into the Chinese film market, subtitling translation plays an important role in helping the audience understand and learn about some information and cultures from differ... As a large number of foreign films have flooded into the Chinese film market, subtitling translation plays an important role in helping the audience understand and learn about some information and cultures from different countries. This paper mainly uses Peter Newmark's"equivalent effect"as a theoretical foundation to analyze the features of two kitties'(Garfield and Prince) source language (English) and target language (Chinese) in the film Garfield Ⅱ based on their living surroundings and social status. 展开更多
关键词 LIVING surroundings SOCIAL Status SUBTITLING TRANS
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关于地下洞室围岩稳定性问题的思考 被引量:4
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作者 翁义孟 杨健 《水力发电》 北大核心 2010年第11期20-22,共3页
围岩卸荷区原处于三维应力状态,洞室开挖,导致围岩卸荷、岩面围压降低和应力重分布,使围岩产生变形乃至失稳。围岩变形同地应力以及围岩自身的力学性能有关,还受到岩体结构面、应力集中以及洞室布置等方面的影响。岩体变形的本构关系、... 围岩卸荷区原处于三维应力状态,洞室开挖,导致围岩卸荷、岩面围压降低和应力重分布,使围岩产生变形乃至失稳。围岩变形同地应力以及围岩自身的力学性能有关,还受到岩体结构面、应力集中以及洞室布置等方面的影响。岩体变形的本构关系、支护与围岩的互动机制相当复杂,要从原型测试、仿真分析、动态设计等方面进行深入探索。 展开更多
关键词 地下洞室围岩 稳定性问题 Surrounding Rock 三维应力状态 岩体变形 应力重分布 岩体结构面 原型测试 应力集中 卸荷区 围岩变形 力学性能 互动机制 仿真分析 洞室开挖 洞室布置 动态设计 本构关系 地应力 支护
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《德伯家的苔丝》中苔丝悲剧的浅析(英文) 被引量:1
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作者 谢海燕 《海外英语》 2012年第8X期199-200,共2页
Tess of the D'Urbervilles is one of Thomas Hardy's most famous novels.In this novel,the heroine,Tess,is figured with intelligence as well as beauty.She possesses all of praise-worthy qualities of labors:pure,i... Tess of the D'Urbervilles is one of Thomas Hardy's most famous novels.In this novel,the heroine,Tess,is figured with intelligence as well as beauty.She possesses all of praise-worthy qualities of labors:pure,industrious,responsible,brave and fortitudinous.And Tess has long been regarded as the most exceptional woman character in literary history.However,the life of this pure woman is tragic.This paper mainly analyzes the external reasons and internal reasons that results in the tragedy which she is changing from a girl with beauty and pureness to a young lady with muddling along and giving herself up,at last she walks to the execution ground.From all the points mentioned above,we can better and deeply understand Tess and her tragedy,and we can know the root of the Tess's tragedy is the evil capitalist society at that time. 展开更多
关键词 TRAGEDY CAPITALIST SOCIETY EXTERNAL surroundings i
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On Buying Books
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作者 Robert Best 《语言教育》 1994年第6期29-30,共2页
Time pent in a bookshop can be most enjoyable,whether youare a book-lover or merely there to buy a book as a present.Youmay even have entered the shop just to find shelter from a suddenshower. Whatever the reason,you ... Time pent in a bookshop can be most enjoyable,whether youare a book-lover or merely there to buy a book as a present.Youmay even have entered the shop just to find shelter from a suddenshower. Whatever the reason,you can soon become totally unawareof your surroundings.The desire to pick up a book with 展开更多
关键词 desire LOVER surroundings totally merely GREETING EVERYDAY ANYTHING AFTERNOON LOOKING
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珀里斯特拉(英文)
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作者 Tina Boikos 《海外英语》 2008年第8期50-50,共1页
  Peristeri means a clove in Greek. It's also the name of the area I was staying while I was visiting my grandmother's family in Athens, Greece. Surrounded by a myriad of unfamiliar faces, jetlagged and exha...   Peristeri means a clove in Greek. It's also the name of the area I was staying while I was visiting my grandmother's family in Athens, Greece. Surrounded by a myriad of unfamiliar faces, jetlagged and exhausted, I tried to make sense of all the buzzing conversations going on around me. Sitting on the veranda of my grandmother's sister's home in Peristeri, I studied the faces of my relatives; I barely knew any of them at the time, and the newness of my surroundings captivated me, regardless of my knee-trembling sleepiness.…… 展开更多
关键词 regardless tried 斯特拉 ATHENS surroundings SISTER NIGHT mother GREEK TEARS
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Non-destructive testing and pre-warning analysis on the quality of bolt support in deep roadways of mining districts 被引量:13
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作者 Zhang Houquan Miao Xiexing +2 位作者 Zhang Guimin Wu Yu Chen Yanlong 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2017年第6期989-998,共10页
The bolt support quality of coal roadways is one of the important factors for the efficiency and security of coal production. By means of a self-developed technique and equipment of random non-destructive testing, non... The bolt support quality of coal roadways is one of the important factors for the efficiency and security of coal production. By means of a self-developed technique and equipment of random non-destructive testing, non-destructive detection and pre-warning analysis on the quality of bolt support in deep roadways of mining districts were performed in a number of mining areas. The measured data were obtained in the detection instances of abnormal in-situ stress and support invalidation etc. The corresponding relation between axial bolt load variation and roadway surrounding rock deformation and stability was summarized in different mining service stages. Pre-warning technology of roadway surrounding rock stability is proposed based on the detection of axial bolt load. Meanwhile, pre-warning indicators of axial bolt load in different mining service stages are offered and some successful pre-warning cases are also illustrated.The research results show that the change rules of axial bolt load in different mining service stages are quite similar in different mining areas. The change of axial bolt load is in accord with the adjustment of surrounding rock stress, which can consequently reflect the deformation and stability state of roadway surrounding rock. Through the detection of axial bolt load in different sections of roadways, the status of real-time bolt support quality can be reflected; meanwhile, the rationality of bolt support design can be evaluated which provides reference for bolting parameters optimization. 展开更多
关键词 Deep roadways BOLT support QUALITY RANDOM NONDESTRUCTIVE testing SURROUNDING ROCK stability Prediction and pre-warning
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Deformation characteristics of surrounding rock of broken and soft rock roadway 被引量:26
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作者 WANG Jin-xi LIN Ming-yue +1 位作者 TIAN Duan-xin ZHAO Cun-liang 《Mining Science and Technology》 EI CAS 2009年第2期205-209,共5页
A similar material model and a numerical simulation were constructed and are described herein. The deformation and failure of surrounding rock of broken and soft roadway are studied by using these models. The deformat... A similar material model and a numerical simulation were constructed and are described herein. The deformation and failure of surrounding rock of broken and soft roadway are studied by using these models. The deformation of the roof and floor, the relative deformation of the two sides and the deformation of the deep surrounding rock are predicted using the model. Measurements in a working mine are compared to the results of the models. The results show that the surrounding rock shows clear theological features under high stress conditions. Deformation is unequally distributed across the whole section. The surrounding rock exhibited three deformation stages: displacement caused by stress concentration, theological displacement after the digging effects had stabilized and displacement caused by supporting pressure of the roadway. Floor heave was serious, accounting for 65% of the total deformation of the roof and floor. Floor heave is the main reason for failure of the surrounding rock. The reasons for deformation of the surrounding rock are discussed based on the similar material and numerical simulations. 展开更多
关键词 soft rock roadway broken surrounding rock similarity simulation numerical simulation deformation characteristics
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Stress distribution and surrounding rock control of mining near to the overlying coal pillar in the working face 被引量:8
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作者 Rui Gao Bin Yu Xiangbin Meng 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2019年第6期881-887,共7页
The occurrence of overlying coal pillar(OCP)exerts a strong effect on the stress and strain distribution of the surrounding rock in the stope.In this paper,the stress distribution characteristics are analyzed via the ... The occurrence of overlying coal pillar(OCP)exerts a strong effect on the stress and strain distribution of the surrounding rock in the stope.In this paper,the stress distribution characteristics are analyzed via the numerical calculation with the account of OCP presence or absence.In addition,this study revealed the joint effect of side pressure relief area of the goaf and stress concentration in OCP on the final stress distribution.Furthermore,the rules of abutment stress distribution affected by three influencing factors,namely horizontal-vertical distances between OCP and working face and buried depth of OCP,are analyzed.The functional model linking the peak stress of surrounding rock with the above influencing factors is developed.The field application of the above results proved that the rib spalling and deformation of a 2.95 m-high and 5.66 m-wide roadway could be efficiently controlled by rationally adjusting working states of the support,and adopting the hydraulic prop coordinated with the p type metal beam and anchor cable to strengthen the surrounding rock of working face and roadway,respectively.The proposed measures are considered appropriate to satisfy the safe operation requirements. 展开更多
关键词 Overlying COAL pillar(OCP) Stress distribution Influencing factors SURROUNDING ROCK control
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Rock burst risk evaluation based on equivalent surrounding rock strength 被引量:8
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作者 Jinglin Wen Husheng Li +3 位作者 Fuxing Jiang Zhengxing Yu Haitao Ma Xiaolin Yang 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2019年第4期571-576,共6页
On-site investigations consistently show that the rock burst inherent to coal seams varies greatly with coal seam thickness.In this study,impact factors related to coal seam thickness and surrounding rock strength wer... On-site investigations consistently show that the rock burst inherent to coal seams varies greatly with coal seam thickness.In this study,impact factors related to coal seam thickness and surrounding rock strength were analyzed and a corresponding rock burst risk assessment method was constructed.The model reflects the influence of coal seam thickness on the stress distribution of surrounding rock at the roadway.Based on the roadway excavation range,a stress distribution model of surrounding roadway rock is established and the influence of coal seam thickness on rock burst risk is analyzed accordingly.The proposed rock burst risk assessment method is based on the equivalent surrounding rock strength and coal seam bursting liability.The proposed method was tested in a 3500 mining area to find that it yields rock burst risk assessment results as per coal seam thickness that are in accordance with real-world conditions.The results presented here suggest that coal seam thickness is a crucial factor in effective rock burst risk assessment. 展开更多
关键词 Mining engineering Coal SEAM thickness ROCK burst risk EQUIVALENT SURROUNDING ROCK strength BURSTING LIABILITY
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Surrounding rock control of gob-side entry driving with narrow coal pillar and roadway side sealing technology in Yangliu Coal Mine 被引量:7
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作者 Zha Wenhua Shi Hao +1 位作者 Liu San Kang Changhao 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2017年第5期819-823,共5页
Gob-side entry driving can increase coal recovery ratio, and it is implied in many coal mines. Based on geological condition of 10416 working face tailentry in Yangliu Coal Mine, the surrounding rock deformation chara... Gob-side entry driving can increase coal recovery ratio, and it is implied in many coal mines. Based on geological condition of 10416 working face tailentry in Yangliu Coal Mine, the surrounding rock deformation characteristics of gob-side entry driving with narrow coal pillar is analysed, reasonable size of coal pillar and reasonable roadway excavation time after mining are achieved. Surrounding rock control technology and effective roadway side sealing technology are proposed and are taken into field practice. The results showed that a safer and more efficient mining of working face can be achieved. In addition, results of this paper also have important theoretical significance and valuable reference for surrounding rock control technology of gob-side entry driving with narrow coal pillar under special geological condition. 展开更多
关键词 Narrow coal PILLAR Gob-side ENTRY driving SURROUNDING rock control ROADWAY SIDE sealing technology
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Domino instability effect of surrounding rock-coal pillars in a room-and-pillar gob 被引量:8
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作者 Li Chong Xu Jinhai +1 位作者 Wang Zhongliang Qin Shuai 《International Journal of Mining Science and Technology》 SCIE EI 2013年第6期913-918,共6页
To discuss the domino instability effect and large area roof falling and roof accidents of surrounding rockcoal pillars in a room-and-pillar gob,the equilibrium equation for a roof-coal pillar-floor system with the in... To discuss the domino instability effect and large area roof falling and roof accidents of surrounding rockcoal pillars in a room-and-pillar gob,the equilibrium equation for a roof-coal pillar-floor system with the influence of mining floor was developed based on the engineering conditions of the surrounding rock in a room-and-pillar gob in the 3^(-2)coal seam of Tanggonggou mine.The conditions of system instability and the relationship between system stability and system stiffness were analyzed from an energetic point of view.Numerical simulation using the discrete element software UDEC was also carried out to simulate conditions causing the domino effect on surrounding rock-coal pillars in a 3^(-2)room-and-pillar gob.The results show that:if we want the system to destabilize,the collective energy in roof-and-floor must be larger than that in the coal pillar.When the stiffness of the coal pillars and the roof-and-floor are both greater than zero,the system is stable.When the stiffness of the coal pillars is negative but the summed stiffness of the coal pillars and roof-and-floor is larger than or equal to zero,the system is statically destroyed.When the sum of the coal pillars and the roof-floor stiffness is negative,the system suffers from severe damages.For equal advance distances of the coal mining face,the wider coal pillars can reduce the probability of domino type instability.Conversely,the smaller width pillars can increase the instability probability.Domino type instability of surrounding rock-coal pillars is predicted to be unlikely when the width of coal pillars is not less than 8 m. 展开更多
关键词 Domino effect Surrounding rock Room-and-pillar Gob
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Systematic principles of surrounding rock control in longwall mining within thick coal seams 被引量:9
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作者 Jiachen Wang Zhaohui Wang 《International Journal of Mining Science and Technology》 EI CSCD 2019年第1期65-71,共7页
Effective surrounding rock control is a prerequisite for realizing safe mining in underground coal mines.In the past three decades, longwall top-coal caving mining(LTCC) and single pass large height longwall mining(SP... Effective surrounding rock control is a prerequisite for realizing safe mining in underground coal mines.In the past three decades, longwall top-coal caving mining(LTCC) and single pass large height longwall mining(SPLL) found expanded usage in extracting thick coal seams in China. The two mining methods lead to large void space left behind the working face, which increases the difficulty in ground control.Longwall face failure is a common problem in both LTCC and SPLL mining. Such failure is conventionally attributed to low strength and high fracture intensity of the coal seam. However, the stiffness of main components included in the surrounding rock system also greatly influences longwall face stability.Correspondingly, surrounding rock system is developed for LTCC and SPLL faces in this paper. The conditions for simultaneous balance of roof structure and longwall face are put forward by taking the stiffness of coal seam, roof strata and hydraulic support into account. The safety factor of the longwall face is defined as the ratio between the ultimate bearing capacity and actual load imposed on the coal wall.The influences provided by coal strength, coal stiffness, roof stiffness, and hydraulic support stiffness,as well as the movement of roof structure are analyzed. Finally, the key elements dominating longwall face stability are identified for improving surrounding rock control effectiveness in LTCC and SPLL faces. 展开更多
关键词 LONGWALL top coal CAVING MINING Single PASS large HEIGHT LONGWALL MINING SURROUNDING rock system LONGWALL face stability
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Time-dependent safety of lining structures of circular tunnels in weak rock strata 被引量:8
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作者 Baoguo Liu Yu Song Zhaofei Chu 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2022年第2期323-334,共12页
Following tunnel excavation and lining completion,fractured surrounding rock deforms gradually over time;this results in a time-dependent evolution of the pressure applied to the lining structure by the surrounding ro... Following tunnel excavation and lining completion,fractured surrounding rock deforms gradually over time;this results in a time-dependent evolution of the pressure applied to the lining structure by the surrounding rock.Thus,the safety of the tunnel lining in weak strata is strongly correlated with time.In this study,we developed an analytical method for determining the time-dependent pressure in the surrounding rock and lining structure of a circular tunnel under a hydrostatic stress field.Under the proposed method,the stress–strain relationship of the fractured surrounding rock is assumed to conform to that of the Burgers viscoelastic component,and the lining structure is assumed to be an elastomer.Based on these assumptions,the viscoelastic deformation of the surrounding rock,the elastic deformation of the lining structure,and the coordinated deformation between the surrounding rock and lining structure were derived.The proposed analytical method,which employs a time-dependent safety coefficient,was subsequently used to estimate the durability of the lining structure of the Foling Tunnel in China.The derived attenuation curve of the safety coefficient with respect to time can assist engineers in predicting the remaining viable life of the lining structure.Unlike existing analytical methods,the method derived in this study considers the time dependency of the interaction between the surrounding rock and tunnel lining;hence,it is more suitable for the evaluation of lining lifetime. 展开更多
关键词 Tunnel lining Surrounding rock pressure Rheological characteristics Weak rock strata Time-dependent safety
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Characteristics of stress distribution in floor strata and control of roadway stability under coal pillars 被引量:9
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作者 Tongqiang Xiao Bai Jianbiao +1 位作者 Xu Lei Zhang Xuebin 《Mining Science and Technology》 EI CAS 2011年第2期243-247,共5页
Given the difficulties encountered in roadway support under coal pillars,we studied the characteristics of stress distribution and their effect on roadway stability,using theoretical analysis and numerical simulation.... Given the difficulties encountered in roadway support under coal pillars,we studied the characteristics of stress distribution and their effect on roadway stability,using theoretical analysis and numerical simulation.The results show that,under a coal pillar,vertical stress in a floor stratum increases while horizontal stress decreases.We conclude that the increased difference between vertical and horizontal stress is an important reason for deformation of the surrounding rock and failures of roadways under coal pillars.Based on this,we propose control technologies of the surrounding rock of a roadway under a coal pillar,such as high strength and high pre-stressed bolt support,cable reinforcement support single hydraulic prop with beam support and reinforcement by grouting of the surrounding rock,which have been successfully applied in a stability control project of a roadway under a coal pillar. 展开更多
关键词 Close-distance seams Coal pillar Stress distribution Roadway layout Surrounding rock control
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影院声音3D硝烟四起 被引量:3
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作者 宋硕 《现代电影技术》 2012年第2期43-48,共6页
本文介绍了近年来为配合3D画面的发展,世界上对多于5.1声道的更多声道影院还放的探索。对每种多声道制式的工作方式,具体使用情况等做了相应的介绍。并从技术角度分析,影院声音3D即将到来。
关键词 NHK22.2 TMH10.2/12.2 IOSONO DOLBY SURROUND 7.1 Auro-3D
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An analytical study of unsteady heat transfer in the rock surrounding a deep airway 被引量:5
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作者 Wang Yijiang Zhou Guoqing +2 位作者 Wu Lei Zhou Yang Lu Yong 《International Journal of Mining Science and Technology》 SCIE EI 2012年第3期411-415,共5页
The heat transfer between an airway and the air flowing though it is an unsteady problem. The governing equation of unsteady heat transfer was solved using the method of separation of variables. The solution is an inf... The heat transfer between an airway and the air flowing though it is an unsteady problem. The governing equation of unsteady heat transfer was solved using the method of separation of variables. The solution is an infinite series including Bessel functions. The theoretical solution was analyzed by solving for the positive roots of the transcendental equation by iteration. The dimensionless surface temperature of the sur- rounding rock is only affected by the Bi number but not by the thermo-physical coefficients of the rock. The dimensionless coefficient of heat transfer, k, decreases with the Fo number similarly to the influence of the Bi number on k. A formula for determining the fully developed stage (FDS) suitable for unsteady heat transfer in the airway is proposed. The FDS from theoretical analysis occurs with Fo from 1.6 to 2. The ratio of excess temperature in the surrounding rock is independent of the initial conditions and only dependent on the Bi number and the relative position in the airway, at the FDS. The calculation error is large when using just the first term from the complete series when Fo is from 2 to 12. Five terms give a solution approximately equal to that found using the complete series. The first term could replace the complete series only when Fo is greater than 12. The FDS plays an important role in predication of the temperature field of the surrounding rock and in simplified calculations. 展开更多
关键词 Deep airway Surrounding rock Unsteady heat transfer Fully developed stage
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Analysis and application in controlling surrounding rock of support reinforced roadway in gob-side entry with fully mechanized mining 被引量:10
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作者 DENG Yuehua TANG Jianxin +2 位作者 ZHU Xiangke FU Yong DAI Zhangyin 《Mining Science and Technology》 EI CAS 2010年第6期839-845,共7页
In order to optimize gob-side entry in fully-mechanized working face in moderate-thick-coal seams, we adopt a new attempt to pack roadside by pumping ordinary concrete, which is very important for the development of g... In order to optimize gob-side entry in fully-mechanized working face in moderate-thick-coal seams, we adopt a new attempt to pack roadside by pumping ordinary concrete, which is very important for the development of gob-side entry technology. The concrete has a long initial setting time and a low initial strength. So it is difficult to control the surrounding rock. In this paper, we analyze the effect of using roadside cable to reinforce supporting in gob-side entry surrounding rock controlling based on elas-tic-plastic and material mechanics knowledge. And then we propose a scheme that cable is used to reinforce roadside supporting and a single hydraulic prop is used as the temporary supporting in gob side. Using the numerical simulation software FLAC2D, we numerically simulated supporting scheme. Results of both the 2D modeling and the industrial test on No.3117 face in Jingang Mine prove that the scheme is feasible. The results show that the technology of protecting the roadway in gob-entry retained efficiently make up the deficiency of roadside packing with ordinary concrete, effectively control the roof strata and acquire a good result of retaining roadway. 展开更多
关键词 gob-side entry retained surrounding rock controlling cable reinforced roadside supporting FLAC2D single hydraulic prop roadside support pumping of concrete
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Numerical analysis of factors affecting the range of heat transfer in earth surrounding three subways 被引量:13
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作者 HU Zeng-hui LI Xiao-zhao ZHAO Xiao-bao XIAO Lin WU Wei 《Journal of China University of Mining and Technology》 EI 2008年第1期67-71,共5页
In order to examine the factors which affect the range of heat transfer in earth surrounding subways, FLAC3D was adopted in this study to analyze these factors, under different conditions, in a systematic manner. When... In order to examine the factors which affect the range of heat transfer in earth surrounding subways, FLAC3D was adopted in this study to analyze these factors, under different conditions, in a systematic manner. When we compare these numerical tests, the results show that the main factors, affecting the heat transfer range are the thermal properties of the surrounding earth, the initial ground temperature and the temperature in the tunnel. The heat transfer coefficient between air and linings has little effect on the temperature distribution around the tunnel. The current results can provide a reference for improving the thermal environment in subways and optimizing the design of subwav ventilation and air conditioning. 展开更多
关键词 earth surrounding subways range of heat transfer factors affecting heat transfer numerical analysis
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Application of GA-SVM in classification of surrounding rock based on model reliability examination 被引量:6
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作者 QIU Daohong LI Shucai +1 位作者 ZHANG Lewen XUE Yiguo 《Mining Science and Technology》 EI CAS 2010年第3期428-433,共6页
In order to improve the discrimination precision of support vector machine(SVM) in classification of surrounding rock, a Genetic Algorithm(GA) was used to optimize SVM parameters in the solution space.The idea of exam... In order to improve the discrimination precision of support vector machine(SVM) in classification of surrounding rock, a Genetic Algorithm(GA) was used to optimize SVM parameters in the solution space.The idea of examination of model reliability was introduced to check the reliability of the SVM parameters,obtained by genetic algorithms.In the process of model reliability,a trend examination method is presented,which checks the reliability of the model via the influence trend of impact factors on the object of evaluation and their evaluation level.Trend examination methods are universal,showing new ideas in model reliability examination and can be used in any problems of examination of reliability of models,based on previous experience.We established a GA-SVM based reliability model of a classification the surrounding rock and applied it to a practical engineering situation.The result shows that the improved SVM has a high capability for generalization and prediction accuracy in classification of surrounding rock. 展开更多
关键词 support vector machine classification of surrounding rock RELIABILITY genetic algorithm
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