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Deformation mechanism and repairing technology for coal-rock uphill roadway under influence of dynamic pressure 动压影响下煤岩上坡巷道变形机理及修复技术
Pub Date : 2020-03-28 DOI: 10.16265/J.CNKI.ISSN1003-3033.2020.03.011
G. Lin, Wang Jiachen, Kong Dezhong, Wu Guiyi, Ma Zhenqian
In order to solve difficulty of surrounding rock control under influence of dynamic pressureꎬ with uphill coal transportation roadway of a mine in Guizhou province as engineering backgroundꎬ main features of surrounding rock deformation of such kind of roadway were clarified through field investigation. Thenꎬ spatial and temporal distribution characteristics of plastic zoneꎬ stress field and displacement field were obtained by numerical simulation analysisꎬ and condition for shear ̄slip ̄fault occurrence of coal ̄rock interface was analyzed theoretically. Thenꎬ through analysis on action principle of overlap arch bearing structureꎬ it was found that failure mechanism of original " bolt + mesh + shotcrete + anchor cable" support was disappearance of main compression arch and effect limitation of subordinate compression arch. 中 国 安 全 科 学 学 报 China Safety Science Journal 第30卷 2020年 Finallyꎬ repairing principle and a scheme were put forward with the core of collaborative control of " grouting after covering U ̄steel shed + asymmetric and inclined cross ̄layer locking clamp cables" . The practice shows that serious asymmetric deformation of surrounding rock can be effectively controlled with the proposed scheme.
为解决动压影响下的围岩控制难题ꎬ以贵州某矿上坡运煤巷道为工程背景ꎬ,通过现场调查,明确了该类巷道围岩变形的主要特征。然后通过数值模拟分析得到了塑性区ꎬ时空分布特征ꎬ应力场和位移场ꎬ,并从理论上分析了煤岩界面剪切滑断发生的条件。然后ꎬ通过对重叠拱支承结构作用原理的分析ꎬ发现原来的“锚杆+网眼+喷射混凝土+锚索”支护的破坏机理是主压拱消失,次压拱作用受限。最后提出了以“覆盖钢棚后灌浆+不对称倾斜跨层锁紧夹索”协同控制为核心的修复原理和方案ꎬ。实践表明,该方案可有效控制严重的围岩不对称变形。
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引用次数: 2
Identification of miners' unsafe behaviors based on transfer learning and residual network 基于迁移学习和残差网络的矿工不安全行为识别
Pub Date : 2020-03-28 DOI: 10.16265/J.CNKI.ISSN1003-3033.2020.03.007
Wen Tingxin, Wang Guitong, Kong Xiangbo, Li Mengxiao, BO Jingkai
In order to accurately identify unsafe behaviors of miners and reduce occurrence of accidents in coal minesꎬ an image recognition method combining transfer learning and deep residual network is proposed. Firstlyꎬ behavior instances of miners were divided into three dimensionsꎬ namely completely safe behaviorsꎬ relatively safe behaviorsꎬ and unsafe behaviorsꎬ among which completely safe behaviors included walkingꎬ sitting and standingꎬ relatively safe behaviors included bendingꎬ squattingꎬ liftingꎬ pushingꎬ pullingꎬ waving and clappingꎬ and unsafe behaviors included falling and throwing. Thenꎬ ResNet50 network was used for trainingꎬ and transfer learning weight parameters of ImageNet data set were fine ̄tuned. Finallyꎬ 12 classification was conducted through full connection layerꎬ and final classification results were checked against test data. The results show that residual network model based on transfer learning is superior to other deep neural network models in identification accuracy of falling and throwing movementsꎬ and it can effectively identify unsafe behaviorsꎬ thus avoiding accidents caused by human factors.
为了准确识别矿工的不安全行为,减少煤矿事故的发生ꎬ,提出了一种结合迁移学习和深度残差网络的图像识别方法。首先ꎬ行为的实例名矿工被分为三个维度ꎬ即完全安全行为ꎬꎬ相对安全行为和不安全行为ꎬ其中完全安全的行为包括行走ꎬ坐和站ꎬ相对安全的行为包括弯曲ꎬ蹲ꎬ起重ꎬ推ꎬ拉ꎬ挥舞着鼓掌ꎬ和不安全行为包括下降和投掷。然后利用ꎬResNet50网络对ꎬ进行训练,并对ImageNet数据集的迁移学习权参数进行微调。最后ꎬ12通过全连接层进行分类ꎬ,最终分类结果与试验数据进行核对。结果表明,基于迁移学习的残差网络模型在跌倒和投掷动作的识别精度方面优于其他深度神经网络模型ꎬ,并能有效识别不安全行为ꎬ,从而避免人为因素造成的事故。
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引用次数: 1
Safety evaluation method based on acoustic emission technology for large-scale storage tanks 基于声发射技术的大型储罐安全性评价方法
Pub Date : 2020-03-28 DOI: 10.16265/J.CNKI.ISSN1003-3033.2020.03.010
Song Gaofeng, Zhang Yan-bing, Sun Peipei, Shen Shuoxun, Wang Zhirong
In order to explore variation characteristics of related parameters of corrosion acoustic emission signalsꎬ experiment was carried out with a common vertical metal storage tank as research object to study characteristics of its acoustic emission source for corrosion. Thenꎬ a safety evaluation model based on BP neural network was establishedꎬ and case study of its application was carried out. The results show that acoustic emission activity and intensity will change along with severity of corrosion reactionꎬ and wave forms of corrosion signals in different periods of corrosion activity will exhibit three typesꎬ continuousꎬ abrupt and hybrid types with its frequencies mainly concentrating between 20-60 kHz. The output of BP neural network model is consistent with actual evaluation resultsꎬ which proves its feasibility and effectiveness.
为探索腐蚀声发射信号相关参数的变化特征ꎬ以普通立式金属储罐为研究对象,研究其腐蚀声发射源的特征。ꎬ建立了基于BP神经网络的安全评价模型ꎬ并对其应用进行了实例研究。结果表明:声发射活动和强度随腐蚀反应的严重程度而变化ꎬ,腐蚀活动不同时期的腐蚀信号波形表现为ꎬ连续型ꎬ突发性和混合型,频率主要集中在20 ~ 60 kHz之间。BP神经网络模型的输出与实际评价结果相符ꎬ,证明了该模型的可行性和有效性。
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引用次数: 0
Experimental study on suppression of gas and coal dust explosion by powder clouds 粉末云抑制瓦斯煤尘爆炸的实验研究
Pub Date : 2020-03-28 DOI: 10.16265/J.CNKI.ISSN1003-3033.2020.03.012
Huang Zi-chao, Si Rongjun
In order to explore prevention and control measures for gas and coal dust explosionꎬ explosion ̄ proof performance of powder clouds is tested in roadways with large ̄scale sections. Firstlyꎬ an 2 m large pipe and its open space were used to study formation process and dynamic distribution characteristics of powder clouds. On this basisꎬ with explosion pressure and flame velocity as characteristic parametersꎬ gas and coal dust explosion and suppression experiments were conducted in a large roadway with a section of 7􀆰 2 m . The results show that the powder can cover 7􀆰 4 m section at 60 msꎬ and most of the powder is ejected at 1 200 msꎬ forming an effective explosion ̄proof barrier. When surface density of powder cloud reaches 8􀆰 1 kg / mꎬ flame can be completely extinguished within 13 mꎬ and maximum explosion pressure is reduced by 57􀆰 0% from 0􀆰 293 to 0􀆰 126 MPa while pressure rising time at 140 m is delayed by 137 ms. As power concentration increasesꎬ suppression effect of cloud curtain is enhancedꎬ and it can extinguish 第 3 期 黄子超等: 粉体云幕对瓦斯煤尘爆炸隔爆效果的试验研究 flame in a short distance and greatly attenuate explosion pressure.
为探索瓦斯煤尘爆炸防治措施ꎬ在大断面巷道中进行了粉云防爆性能试验。首先利用ꎬ一根2m的大管道及其开放空间,研究粉末云的形成过程和动态分布特征。在此基础上ꎬ以爆炸压力和火焰速度为特征参数ꎬ在断面为7􀆰2 m的大巷道进行了瓦斯煤尘爆炸抑制试验。结果表明:粉末在60 ms时可覆盖7􀆰4 m截面ꎬ,在1 200 ms时大部分粉末喷射出去ꎬ,形成有效的防爆屏障。当粉末云表面密度达到8􀆰1 kg / mꎬ时,火焰可在13 m内完全熄灭ꎬ,最大爆炸压力从0􀆰293降低到0􀆰126 MPa,降低57􀆰0%,140 m处压力上升时间延迟137 ms。随着功率集中度的提高ꎬ云幕的抑制效果增强ꎬ,它可以在近距离内扑灭火焰,并大大降低爆炸压力。
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引用次数: 0
Simulation analysis on traffic safety of signal-coordinated arteries 信号协调干线交通安全仿真分析
Pub Date : 2020-03-28 DOI: 10.16265/J.CNKI.ISSN1003-3033.2020.03.022
Jiang Xinguo, Ren Hankun, Fan Yingfei, L. Xiang, Fu Chuanyun
In order to reduce accidents of signal ̄coordinated arteriesꎬ changes of traffic safety performance before and after adopting coordinated signal control on arteries were explored. Thenꎬ with data from Shuhan road in Chengdu collectedꎬ SSAM was established based on traffic simulation conflicts. Finallyꎬ a kernel regression model was used to fit simulated traffic conflictsꎬ and safety of arteries before and after coordinated signal control was evaluated based on fitting results. The results show that arteries with signal ̄coordinated control comparatively has worse safety performance when traffic volume is under 3 864 pcu / h. There are more conflicts as small cars reach a too high or too low proportion(P<0􀆰 73 or P> 0􀆰 83) in traffic flowꎬ and signal ̄coordinated arteries have fewer crossing conflicts and more rear ̄end conflicts.
为了减少信号协调动脉的事故,ꎬ探讨了采用信号协调控制前后交通安全性能的变化。然后ꎬ利用收集到的成都蜀汉公路数据建立了ꎬ基于交通模拟冲突的SSAM模型。最后ꎬ采用核回归模型对模拟交通冲突进行拟合ꎬ,并根据拟合结果对信号协调控制前后的交通干线安全性进行评价。结果表明:交通量在3 864 pcu / h以下时,采用信号协调控制的交通干线安全性能相对较差,小型车在交通流中所占比例过高或过低(P 0􀆰83)ꎬ时,冲突较多,信号协调的交通干线交叉冲突较少,后端冲突较多。
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引用次数: 0
Energy characteristics of AE signal frequency band during coal rupture in mines with gas 含瓦斯矿井煤层破裂声发射信号频带能量特征
Pub Date : 2020-03-28 DOI: 10.16265/J.CNKI.ISSN1003-3033.2020.03.018
Zhao Aohan, Ma Yankun, Liu Jian, Chen Dezhong, Yuan Hongyong, Fu Ming
In order to analyze gas's influence on AE band energy during coal rupture under loadingꎬ with structural coal as research objectꎬ uni ̄axial compression test was carried out by using self ̄developed gas ̄ containing coal test device. Thenꎬ signal processing method of fast Fourier transform (FFT) and wavelet packet analysis was used to obtain characteristics of AE band energy during coal rupture under different gas 中 国 安 全 科 学 学 报 China Safety Science Journal 第30卷 2020年 pressure. The results show that the greater gas pressure isꎬ the larger main frequency of AE signal isꎬ the narrower frequency band isꎬ and spectrum transforms gradually from a complex multi ̄peak form to a single peak form. When three is gasꎬ with the increase of loading stressꎬ frequency band enriches and spectrum shifts to left gradually. As gas pressure changesꎬ energy of 2􀆰 92-4􀆰 38 kHzꎬ 4􀆰 38-5􀆰 84 and 7􀆰 3-8􀆰 76 kHz changes significantly while that in 2􀆰 92-4􀆰 38 kHz is basically same as the sum of 4􀆰 38-5􀆰 84 and 7􀆰 3-8􀆰 76 kHzꎬ showing an opposite trend. When stress of structural coal increasesꎬ 4􀆰 38-5􀆰 84 and 7􀆰 38􀆰 76 kHz indicate the largest increase and decrease of energy respectively. 2􀆰 92-4􀆰 38 kHz and 4􀆰 385􀆰 84 kHz can be used as characteristic frequency bands to study damage of structural coal under loading in mines with gas.
为了分析ꎬ加载下瓦斯对煤破裂声发射波段能量的影响,以结构煤为研究对象,利用自行研制的含瓦斯煤试验装置ꎬ进行了单轴压缩试验。然后采用快速傅里叶变换(FFT)和小波包分析的ꎬ信号处理方法,得到不同气体压力下煤破裂声发射波段能量特征。结果表明:气体压力ꎬ越大,声发射信号主频率ꎬ越大,频带ꎬ越窄,频谱由复杂的多峰形式逐渐转变为单峰形式;三是气体ꎬ随着加载应力的增大,ꎬ频带逐渐丰富,频谱逐渐左移。气体压力变化ꎬ能量2􀆰92 - 4􀆰38 kHzꎬ􀆰38-5􀆰84和7􀆰3 - 8􀆰76 kHz变化显著,92 - 4􀆰􀆰38 kHz基本上是一样的和4􀆰38-5􀆰84和7􀆰3 - 8􀆰76 kHzꎬ表现出相反的趋势。当结构煤应力增大时,ꎬ4􀆰38-5􀆰84和7􀆰38􀆰76 kHz分别表示能量的最大增加和最大减少。2􀆰92-4􀆰38 kHz和4􀆰385􀆰84 kHz可作为含瓦斯矿井结构煤在荷载作用下损伤研究的特征频段。
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引用次数: 2
Trajectory planning model for lifting operation considering spatial conflict 考虑空间冲突的起重作业轨迹规划模型
Pub Date : 2020-03-28 DOI: 10.16265/J.CNKI.ISSN1003-3033.2020.03.008
Jin Lianghai, L. Jiaxin, Zheng Xiazhong, Chen Shu, Chen Yan-gao
In order to ensure safety and efficiency of lifting operation and reduce risks of its spatial conflictsꎬ Manhattan plane of lifting operation was designed. Thenꎬ OARMST model of lifting trajectory was constructed by analyzing spatial conflict factorsꎬ mechanical operation conditions and construction organization conditions. Finallyꎬ lifting trajectory planning system was developed to explore safe moving trace of lifting objects under multiple sites and obstacles by integrating Dijkstra heuristic algorithm and 中 国 安 全 科 学 学 报 China Safety Science Journal 第30卷 2020年 ultra wide band (UWB) positioning technology. The research shows that the optimal moving trace obtained from OARMST model can avoid spatial conflictsꎬ prevent multiple sudden suspensions of hanging objects and redundant operation of drivers by reducing turns and displacement of objectsꎬ therefore improving safe dispatching of lifting operation.
为了保证吊装作业的安全、高效,降低空间冲突的风险,ꎬ设计了吊装作业曼哈顿平面。然后,通过分析空间冲突因素ꎬ机械运行条件和施工组织条件,建立了举升轨迹ꎬOARMST模型。最后,结合Dijkstra启发式算法和超宽带(UWB)定位技术,开发了ꎬ举升轨迹规划系统,探索多场地、多障碍物下举升物体的安全移动轨迹。研究表明,由OARMST模型得到的最优运动轨迹可以避免空间冲突ꎬ通过减少物体的转弯和位移,防止悬挂物体的多次突然悬挂和驾驶员的重复操作ꎬ,从而提高吊装作业的安全调度。
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引用次数: 0
Experimental research on temporary closed wall constructed by graphene polyurethanen in coal mine 石墨烯聚氨酯在煤矿中临时封闭墙的实验研究
Pub Date : 2020-03-28 DOI: 10.16265/J.CNKI.ISSN1003-3033.2020.03.017
Wang Hua’e, Tang Yibo, Guo Pengwei, Huang Shihua, Zhou Jinqiang, Guo-ping Qian
In order to address problems of heavy materials and inefficient construction of traditional mine ventilation structuresꎬ a new type of graphene polyurethane foam was developed and its performance for various structures was tested. Firstlyꎬ new graphene polyurethane foam was prepared using one ̄step method. Thenꎬ its hermeticity was tested through gas permeability experiments of plastic films and sheets. Finallyꎬ its structures were analyzed by using a comprehensive thermal analyzerꎬ a Fourier transform infrared spectrometer and a metallographic microscope. The results show that the density of new graphene polyurethane foam is only 40 kg / m . Infrared spectrum shows that it is rich in organic functional groups such as C = Cꎬ C = Oꎬ ̄OHꎬ ̄CO and ̄NHꎬ and based on observation of metallurgical microscopeꎬ distribution of 160 μm foam is uniform and stable. And the new material remains highly efficient and hermetic within 30 days of simulation testꎬ maintains excellent thermal stability within 400 °Cꎬ and can 中 国 安 全 科 学 学 报 China Safety Science Journal 第30卷 2020年 extinguish within 0􀆰 13 s from fireꎬ thus reducing fire risks during its use as a temporary ventilation structure in the mine.
针对传统矿井通风结构材料重、施工效率低的问题ꎬ,研制了一种新型石墨烯聚氨酯泡沫材料,并对其在各种结构中的性能进行了测试。首先采用一步法制备了新型石墨烯聚氨酯泡沫ꎬ。然后ꎬ通过塑料薄膜和塑料片材的透气性实验来测试其密封性。最后利用综合热分析仪ꎬ、傅里叶变换红外光谱仪和金相显微镜对其结构进行了分析ꎬ。结果表明,新型石墨烯聚氨酯泡沫的密度仅为40 kg / m。红外光谱显示其含有丰富的C = CꎬC = Oꎬ' OH 'ꎬ' CO '和' NHꎬ等有机官能团,金相显微镜观察发现ꎬ160 μm泡沫分布均匀稳定。新材料在模拟试验30天内保持高效和密闭性ꎬ在400°C内保持优异的热稳定性ꎬ并且可以在0􀆰13秒内扑灭火ꎬ从而降低了作为矿井临时通风结构使用时的火灾风险。
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引用次数: 0
Research on airport safety performance evaluation index system based on criteria for performance excellence and G1 method 基于卓越绩效标准和G1法的机场安全绩效评价指标体系研究
Pub Date : 2020-03-28 DOI: 10.16265/J.CNKI.ISSN1003-3033.2020.03.001
Yang Xiaoqiang, Z. Zhihua, Ji Haoran, Y. Chenguang
In order to explore airport safety performance evaluation index system for the sake of improving airport safety management quality and levelꎬ evaluation index system of civil transportation airport was studied based on CPE. Thenꎬ key safety performance dimensions were established from a multicriteria perspectiveꎬ and an index systemꎬ through filtered statistical analysisꎬ was constructedꎬ which consisted of 6 first ̄level indicators (category)ꎬ 17 second ̄level indicatorsꎬ and 81 third ̄level indicators. Finallyꎬ weights of each index were calculated through G1ꎬ and the system and weights were applied in an airport. The results show that customers and corresponding indicators play little role in the evaluation index systemꎬ and CPE can be combined with it. Multidimensional evaluation index system satisfies actual needs in safety management of civil aviation airports.
为了探索机场安全绩效评价指标体系,提高机场安全管理质量和水平,研究了基于CPE的民用运输机场评价指标体系ꎬ。然后从多准则的角度建立ꎬ关键安全绩效维度ꎬ,并通过过滤统计分析构建了一个指标体系ꎬꎬꎬ,该指标体系由6个一级指标(类别)ꎬ17个二级指标ꎬ和81个三级指标组成。最后ꎬ通过G1计算各指标的权重ꎬ,并将该体系和权重应用于某机场。结果表明,顾客和相应的指标在评价指标体系ꎬ中作用不大,CPE可以与之相结合。多维评价指标体系满足民航机场安全管理的实际需要。
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引用次数: 0
Research on thermal runaway expansion barrier technology of NCM power battery NCM动力电池热失控膨胀屏障技术研究
Pub Date : 2020-03-28 DOI: 10.16265/J.CNKI.ISSN1003-3033.2020.03.005
Z. Shaoyu, Xian Xue-lei, Dong Hai-bin, Li Yi, Y. Dongxing
In order to effectively control thermal runaway expansion of high energy density lithium ion batteries (LIBs)ꎬ a composite barrier technology was proposed. With soft NCM811 battery as research objectꎬ existing fire prevention and control method of LIBs was analyzed and relationship between surface temperature and thermal runaway trigger time was determined by studying its thermal runaway characteristics. Thenꎬ thermal insulation tests for materials of different microstructures and sizesꎬ represented by aerogelsꎬ asbestos and rock woolꎬ were conducted to determine relationship between microstructure size and thermal barrier characteristics. Finallyꎬ thermal resistance characteristics of different barrier schemes were studied through thermal isolation tests with different thickness and number of layers. The results show that the smaller microstructure of barrier material is ( less than 70 nm of average free path of air molecules)ꎬ the thinner it isꎬ and the more layers and better thermal barrier effect it has.
为了有效控制高能量密度锂离子电池(LIBs)ꎬ的热失控膨胀,提出了一种复合势垒技术。以软质NCM811电池为研究对象ꎬ分析了现有的锂电池防火控制方法,通过研究其热失控特性,确定了表面温度与热失控触发时间的关系。然后对以气凝胶ꎬ、石棉、岩棉ꎬ为代表的不同微观结构尺寸ꎬ材料进行ꎬ保温试验,确定微观结构尺寸与热障特性的关系。ꎬ通过不同层厚和层数的隔热试验,研究了不同阻挡层方案的热阻特性。结果表明:阻挡材料的微观结构越小(空气分子平均自由程小于70 nm)ꎬ越薄ꎬ,层数越多,热障效果越好。
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引用次数: 1
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中国安全科学学报
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