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一种潜艇磁异常模拟器仿真与试验 被引量:1
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作者 王景然 刘首善 +3 位作者 宗发保 顾建松 邹鹏毅 张谨 《声学与电子工程》 2016年第4期13-15,共3页
对永磁铁、载流圆线圈、有限长载流导线三种可能用于潜艇诱饵磁学特性模拟的方案进行了理论分析对比,最终确定有限长载流导线为最佳方案。在东营海滩实地布设了100 m长的载流导线作为磁异常模拟器,并采用动力三角翼飞机搭载磁探仪对其... 对永磁铁、载流圆线圈、有限长载流导线三种可能用于潜艇诱饵磁学特性模拟的方案进行了理论分析对比,最终确定有限长载流导线为最佳方案。在东营海滩实地布设了100 m长的载流导线作为磁异常模拟器,并采用动力三角翼飞机搭载磁探仪对其开展了试飞验证。记录的数据经过日变校正、地磁背景场匹配后,在200 m高度某条测线的总场异常大小为2.6 nT,与理论仿真结果接近,与中型船舶在相同高度产生的总场异常大小相当,证明采用有限长载流导线作为潜艇磁异常模拟器是可行的,为潜艇磁异常模拟器的研制提供参考。 展开更多
关键词 潜艇诱饵 载流导线 异常模拟
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基于生成对抗网络的异常行为模拟算法研究 被引量:1
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作者 赵维 《长春理工大学学报(自然科学版)》 2019年第6期138-142,共5页
信息技术飞速发展导致了网络上的信息日益增加,随之而来的网络攻击日渐频繁,其频率和破坏力都在不断上升,攻击的隐匿性也越来越高。隐藏在大量信息下的网络攻击和异常行为,亟需有效的检测方法。训练机器学习检测算法时,对异常样本的数... 信息技术飞速发展导致了网络上的信息日益增加,随之而来的网络攻击日渐频繁,其频率和破坏力都在不断上升,攻击的隐匿性也越来越高。隐藏在大量信息下的网络攻击和异常行为,亟需有效的检测方法。训练机器学习检测算法时,对异常样本的数量要求较高。当异常样本在训练数据集中比例较小时,获得的模型检测效果较差。本文提出一种基于生成式对抗网络(Generative Adversarial Network,GAN)的异常数据模拟算法,用于提高训练样本中异常数据集的比例,解决了训练样本数据不均衡的问题,并利用K-means算法验证了生成样本数据的质量。 展开更多
关键词 生成对抗网络 异常行为模拟 网络攻击 K-MEANS算法
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基于反向蒸馏的衍射光变图像异常检测算法
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作者 周荣成 廖世鹏 +1 位作者 张绍兵 龚庆凯 《计算机应用》 CSCD 北大核心 2024年第S2期223-228,共6页
为防止伪造,钞票、证卡和产品包装等各类高安全或高附加值印刷品中广泛采用衍射光变图像的光学防伪元件。这种光学防伪元件具有光变特性,即在白光照明条件下该原件产生的具有立体效果、动态变化的图像会对异常检测产生严重干扰,使人们... 为防止伪造,钞票、证卡和产品包装等各类高安全或高附加值印刷品中广泛采用衍射光变图像的光学防伪元件。这种光学防伪元件具有光变特性,即在白光照明条件下该原件产生的具有立体效果、动态变化的图像会对异常检测产生严重干扰,使人们无法及时发现工业生产过程中的异常情况。针对现有无监督异常检测算法无法适应衍射光变图像的光变特性的问题,提出一种基于反向蒸馏(RD)的衍射光变图像异常检测算法。所提算法对正常样本添加噪声以生成伪异常样本,并模拟工业现场可能出现的异常现象,随后将正常样本与伪异常样本作为图像对输入网络,并基于孪生网络架构提出对比重建模块(CRM)。该模块通过特征重建层对编码器提取的正常样本及伪异常样本的特征进行对比学习以及重建,既避免了异常信息流入解码器中导致蒸馏失败,又使重建后的特征符合样本的正常分布。然后,将复原后的特征输入特征融合层以及特征压缩层进行特征融合和维度压缩,并使用解码器对压缩后的特征逐层解码。最后,对解码后的特征与编码器提取的特征基于协同差异优化算法进行蒸馏,识别并定位样本中的异常信息。实验结果表明,所提算法在某防伪标数据集上较现有的先进异常检测算法提升了对于衍射光变图像的光变特性的适应能力,并保持了对于样本异常区域的检测精度,在图像层面接收者特性曲线下的面积(Image-AUROC)、像素层面接收者特性曲线下的面积(Pixel-AUROC)以及连通域重叠(PRO)指标上分别达到了100%、95.02%和92.98%,满足工业现场对衍射光变图像异常检测的要求。 展开更多
关键词 对比学习 特征重建 异常模拟 反向蒸馏 衍射光变图像 异常检测
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空间波数混合域磁异常场积分解三维数值模拟 被引量:3
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作者 李昆 戴世坤 +4 位作者 陈轻蕊 张钱江 赵东东 王顺国 凌嘉宣 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2019年第11期4437-4450,共14页
本文提出一种空间波数混合域磁异常场三维数值模拟方法.该方法利用磁位三维空间域积分为卷积的特点,沿水平方向进行二维傅里叶变换,把空间域磁位满足的三维积分问题转化为不同波数之间相互独立的垂向一维积分问题.保留垂向为空间域,优... 本文提出一种空间波数混合域磁异常场三维数值模拟方法.该方法利用磁位三维空间域积分为卷积的特点,沿水平方向进行二维傅里叶变换,把空间域磁位满足的三维积分问题转化为不同波数之间相互独立的垂向一维积分问题.保留垂向为空间域,优势之一在于便于浅层单元剖分可适当加密,随着深度增加,单元剖分适当稀疏,可以准确模拟任意复杂地形和磁性体的磁异常,兼顾了计算精度与计算效率;优势之二在于一维积分垂向可离散为多个单元积分之和,每个单元采用二次形函数表征磁化强度,可得出单元积分的解析表达式,计算精度高、效率高.该方法充分利用一维形函数积分的高效和高精度、快速傅里叶变换的高效性及算法高度并行性,实现了磁异常场高效、高精度的数值模拟.设计棱柱体模型,将模型解析解与空间波数混合域法的数值解对比,结果表明该方法计算精度高、效率高.设计了组合棱柱体复杂模型,对比分析了标准FFT扩边法与Gauss-FFT法的计算精度与计算效率,总结了标准FFT的扩边系数选取策略.针对任意复杂地形条件下的磁异常模拟问题,本文提出一种适用于起伏地形条件下的磁异常场快速计算方法,并对其有效性进行了验证. 展开更多
关键词 异常场三维数值模拟 空间波数混合域 傅里叶变换 形函数法
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采空区全张量微重力异常响应特征分析 被引量:2
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作者 贾豫葛 刘志新 《工程地球物理学报》 2021年第1期82-89,共8页
采空区发生透水、地面沉降以及塌陷等问题不仅严重威胁着矿井的生产安全,还威胁地面人们的日常生活,因此探测地下采空区分布是非常必要的。本文建立了几种采空区和采空区塌陷的地质模型,模拟计算采空区和采空区塌陷在地表引起的全张量... 采空区发生透水、地面沉降以及塌陷等问题不仅严重威胁着矿井的生产安全,还威胁地面人们的日常生活,因此探测地下采空区分布是非常必要的。本文建立了几种采空区和采空区塌陷的地质模型,模拟计算采空区和采空区塌陷在地表引起的全张量微重力异常响应,比较分析全张量微重力异常响应特征。模拟结果与理论分析是一致的,可为采空区或采空区塌陷的高精度微重力异常探查提供依据。 展开更多
关键词 采空区 重力异常模拟 微重力 全张量
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基于影响因子分解法的大坝监测数据异常检测算法 被引量:6
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作者 李松轩 丁勇 李登华 《人民长江》 北大核心 2023年第4期234-240,共7页
如何快速检测出大坝安全监测系统内的异常数据(例如粗差和告警值)对于大坝安全运行具有极其重要的意义,但传统方法容易漏检较小数值异常而对后续建模产生不利影响。提出了一种基于影响因子分解的异常值检测方法,通过快速小波变换及离散... 如何快速检测出大坝安全监测系统内的异常数据(例如粗差和告警值)对于大坝安全运行具有极其重要的意义,但传统方法容易漏检较小数值异常而对后续建模产生不利影响。提出了一种基于影响因子分解的异常值检测方法,通过快速小波变换及离散傅里叶变换提取监测序列中的显著趋势与周期,剥离环境因子的影响,构建余项序列,并结合小概率事件思想准确判定余项序列中保留的异常值,从而精确检测出监测序列中较小数值异常。实例验证结果表明:此方法具有较好的实用性与稳定性,各类监测序列中异常检测准确率均达98%以上,查准率与查全率均值分别为93%与92%,与传统检测方法相比,检测精确程度及泛化能力明显提升。 展开更多
关键词 大坝安全监测 异常数据模拟 异常数据检测 影响因子分解法
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水平层状大地中任意方向偶极源激发的电磁场 被引量:3
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作者 胡开颜 胡文宝 黄清华 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2023年第8期3290-3301,共12页
目前已存在多种物理模型用于解释地震前兆电磁异常,不同机制下产生电磁波场的源可等效为不同类型偶极源(磁型/电型)的组合.针对不同偶极源激发的电磁响应特征的研究对地震孕育过程中观测的电磁信号的提取与解释具有重要意义.基于此,本... 目前已存在多种物理模型用于解释地震前兆电磁异常,不同机制下产生电磁波场的源可等效为不同类型偶极源(磁型/电型)的组合.针对不同偶极源激发的电磁响应特征的研究对地震孕育过程中观测的电磁信号的提取与解释具有重要意义.基于此,本文推导了一套正演算法,可用于研究任意方向(方位角和倾角)、大小和位置的一个或多个偶极源在地壳或岩石圈-大气圈-电离层(Lithosphere-Atmosphere-Ionosphere,LAI)模型中产生的电磁波场的传播特征.基于多源组合,该算法可进一步拓展到线电流源和面电流源的电磁响应的计算.本文给出了水平、垂直和倾斜电偶极源响应计算的实例,并针对不同类型的偶极源激发下的地中、地面以及空间电磁场响应特征进行了初步分析.模拟结果显示,相比于单纯水平或垂直的电偶极源,地中倾斜电偶极源激发的电磁响应在地表的各场量辐射花样虽然仍可反映偶极子的方位角和空间位置,但不再具有对称性,其模式更复杂.本文提出的正演算法可用于地中低频电磁辐射源的正演模拟和反演定位. 展开更多
关键词 水平层状地层 任意方向偶极源 电磁响应 递推算法 地震电磁异常模拟
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地下变电站辅机DTS系统故障仿真 被引量:1
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作者 尚瑨 胡炎 +2 位作者 邰能灵 袁成 崔鹏程 《水电能源科学》 北大核心 2011年第10期189-192,112,共5页
针对地下变电站辅机系统测点多、故障情况复杂、对监控告警要求较高的特点,以上海500kV静安地下变电站为例,提出一种将状态量故障与模拟量异常分开、扩展性强的辅机DTS系统故障的仿真建模方法,并论述了整个仿真流程及各模块功能。应用... 针对地下变电站辅机系统测点多、故障情况复杂、对监控告警要求较高的特点,以上海500kV静安地下变电站为例,提出一种将状态量故障与模拟量异常分开、扩展性强的辅机DTS系统故障的仿真建模方法,并论述了整个仿真流程及各模块功能。应用结果表明,DTS是面对突发事故时提高判断和处理能力的重要手段,是确保电力系统安全稳定运行的有效措施。 展开更多
关键词 地下变电站 辅机DTS系统 故障告警 状态故障 模拟异常 仿真
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Observation and Simulation of Abnormal Transmittance over Yangbajing,Tibet 被引量:1
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作者 WANG Lei-Di Lü Da-Ren HUO Juan 《Atmospheric and Oceanic Science Letters》 CSCD 2014年第3期190-197,共8页
Defining abnormal transmittance as the case where the magnitude of the shortwave flux transmittance is greater than 1.0,the authors used surface solar irradiance and all-sky images obtained at the Yangbajing site in T... Defining abnormal transmittance as the case where the magnitude of the shortwave flux transmittance is greater than 1.0,the authors used surface solar irradiance and all-sky images obtained at the Yangbajing site in Tibet to analyze the reasons for the occurrence of abnormal shortwave flux transmittance.Based on the International Intercomparision of Three-Dimensional Radiation Code(I3RC) Monte Carlo community model of three-dimensional radiative transfer,the authors also performed simulations at a nonabsorbing wavelength and an absorbing wavelength through a stratocumulus and a cumulus field.The results showed the detection of abnormal transmittance on more than half the days,and the maximum transmittance was 1.34.The probability of the occurrence of abnormal transmittance appeared to be largest in summer,and on a daily basis was mainly at about noon local time.Abnormal transmittance mainly appeared when clear sky and clouds co-existed,especially at the edges of broken clouds and nearby regions with clear-sky conditions.The flux transmittance decreased as the solar zenith angle increased. 展开更多
关键词 three-dimensional cloudsshortwave FLUX transmittanceMonte Carlo modelTibet
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ECHAM5-Simulated Impacts of Two Types of El Nio on the Winter Precipitation Anomalies in South China 被引量:8
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作者 SU Jing-Zhi ZHANG Ren-He ZHU Cong-Wen 《Atmospheric and Oceanic Science Letters》 CSCD 2013年第5期360-364,共5页
The authors used an atmospheric general circulation model (AGCM) of European Centre Hamburg Model (ECHAM5.4) and investigated the possible impacts of eastern Pacific (EP) and central Pacific (CP) El Ni(n)o o... The authors used an atmospheric general circulation model (AGCM) of European Centre Hamburg Model (ECHAM5.4) and investigated the possible impacts of eastern Pacific (EP) and central Pacific (CP) El Ni(n)o on the winter precipitation anomalies in South China.A composite analysis suggested much more rainfall during the mature phase of EP El Ni(n)o than in the case of CP El Ni(n)o,and their corresponding observed wet centers to be located in the southeast coast and the region to the south of the Yangtze River,respectively.Results obtained on the basis of model-sensitive run imply that the modelsimulated rainfall anomalies agree well with the observation,and the magnitude of simulated rainfall anomalies were found to be reduced when the amplitude of sea surface temperature anomaly (SSTA) forcing of EP and CP El Ni(n)o was cut down.These results imply that the rainfall anomaly in South China is very sensitive not only to the type of El Ni(n)o but also to its intensity. 展开更多
关键词 eastern/central Pacific El Ni(n)o precipitation ECHAM5 South China
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Preliminary analysis of the zonal distribution of ENSO-related SSTA in three CMIP5 coupled models 被引量:1
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作者 GE Zi-an CHEN Lin 《Atmospheric and Oceanic Science Letters》 CSCD 2020年第5期443-451,共9页
The simulated sea surface temperature anomaly(SSTA)over the tropical Pacific during El Ni?o–Southern Oscillation(ENSO)is investigated in three representative coupled models:CESM1-CAM5,FGOALS-s2,and FGOALS-g2.It is fo... The simulated sea surface temperature anomaly(SSTA)over the tropical Pacific during El Ni?o–Southern Oscillation(ENSO)is investigated in three representative coupled models:CESM1-CAM5,FGOALS-s2,and FGOALS-g2.It is found that there is a significant westward shift bias in reproducing the zonal distribution(ZD)of the ENSO-related SSTA in CESM1-CAM5 and FGOALS-s2,whereas the SSTA-ZD simulated by FGOALS-g2 is relatively realistic.Through examining the SSTA-ZD during both warm and cold phases of ENSO separately,the authors reveal that the SSTA-ZD simulation bias during the ENSO cycle mainly lies in the bias during the warm phase.It is noted that both the simulated zonal wind stress anomaly(τ’_x)and shortwave heat flux(SW)anomaly exhibit westward shift biases in CESM1-CAM5 and FGOALS-s2,while the counterparts in FGOALS-g2 are relatively reasonable.The westward shift biases in representingτ’_x and the SW anomaly(SWA)are attributed to the westward-shifted precipitation anomaly(PrA).It is suggested that the mean SST cold bias over the cold tongue region is the key factor behind the westward-shift bias in simulating the El Ni?o-related PrA,which leads to the westward-shiftedτ’_x and SWA.Collectively,the aforementioned anomaly fields,including the dynamic part(τ’_x)and thermodynamic part(SWA),contribute to the westward-shift bias in simulating the El Ni?o-related SSTA.This study provides clues for understanding the ZD simulation biases of ENSO-related fields;however,further in-depth investigation with more model simulations,especially the incoming CMIP6 simulations,is still needed to fully understand the ENSO SSTA-ZD simulation bias in coupled models. 展开更多
关键词 ENSO SSTA zonal distribution coupled models simulation bias
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ENSO Signals in Tropospheric Temperature Simulated by an AGCM GAMIL
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作者 YU Chao-Yue ZHOU Tian-Jun BIAN Jian-Chun 《Atmospheric and Oceanic Science Letters》 2011年第3期186-190,共5页
Using reanalysis data as a benchmark, the authors evaluate the performance of an Atmospheric General Circulation Model (AGCM) named GAMIL (Grid-point Atmospheric Model of LASG/IAP). GAMIL is used to simulate the t... Using reanalysis data as a benchmark, the authors evaluate the performance of an Atmospheric General Circulation Model (AGCM) named GAMIL (Grid-point Atmospheric Model of LASG/IAP). GAMIL is used to simulate the tropospheric temperature anoma- lies associated with the El Nifio-Southern Oscillation (ENSO) in boreal winters for the period 1980-99. The results show that the symmetrical components of tem- perature anomalies simulated by GAMIL closely resem- ble those in the reanalysis data in spatial patterns, espe- cially in the Northern Hemisphere. The limitation of the model is that the simulated cold anomaly over South Asia is located to the east of the reanalysis. The observed tem- perature anomalies in the South Pacific and the high lati- tudes of the Southern Hemisphere are not evident in the simulation. The maximum value is 0.8 K smaller and the minimum value is -0.4 K smaller than the reanalysis. The difference between the simulation and the reanalysis is more evident in the regional features of the asymmetrical components of the temperature anomalies. Our results demonstrate that the previously discovered weak response of the GAMIL model to specified sea surface temperature forcing is dominated by the symmetric (asymmetric) component in the tropics (extra-tropics). 展开更多
关键词 ENSO middle troposphere temperatureanomaly GAMIL
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TJWX-2000型信号微机监测系统的故障处理 被引量:1
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作者 朱文平 佟德双 朱春梅 《京铁科技通讯(太原刊)》 2004年第1期41-42,共2页
TJWX-2000型信号微机监测系统在秦皇岛电务段管内京秦线11个车站安装。分析了系统调试过程中发现的问题,并总结了故障处理方法。
关键词 铁路信号 TJWX-2000型信号 微机监测系统 故障处理 开关量异常 模拟异常
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核电厂仪控系统电缆组件质量鉴定
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作者 金珊 王新宇 韩冬傲 《核电子学与探测技术》 CAS 北大核心 2022年第4期734-738,共5页
综述了核电厂仪控系统电缆组件质量鉴定要求和方法,重点讨论电缆组件型式试验项目、异常工况模拟和设计基准事故模拟试验等方面的问题。
关键词 仪控电缆组件 型式试验 异常工况模拟 设计基准事故模拟
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NUMERICAL SIMULATION OF SSTA IMPACTS OVER THE GLOBAL OCEAN ON THE ANOMALOUS CIRCULATION OVER EURASIA IN JANUARY 2008
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作者 李琰 朱伟军 《Journal of Tropical Meteorology》 SCIE 2010年第3期238-246,共9页
In this paper, we discussed the features of atmospheric circulations over Eurasia as a response to sea surface temperature anomalies (SSTAs) over the tropical Indian Ocean, the equatorial Pacific, Kuroshio and the N... In this paper, we discussed the features of atmospheric circulations over Eurasia as a response to sea surface temperature anomalies (SSTAs) over the tropical Indian Ocean, the equatorial Pacific, Kuroshio and the North Atlantic. Our results are shown as follows: (1) CAM3.0, driven by the combined SSTAs over the four oceanic regions, can simulate well the features of anomalous atmospheric circulations over Eurasia in January 2008, indicating that the effects of the SSTAs over these four regions were one of the key causes of the anomalous systems over Eurasia. (2) The SSTAs over each key region contributed to the intensification of blocking over the Urals Mountains and a main East Asian trough. However, the influence of the SSTAs over individual oceanic regions differed from one another in other aspects. The SSTAs over the North Atlantic had an impact on the 500-hPa anomalous height (Z500A) over the middle-high latitudes and had a somewhat smaller effect over the low latitudes. For the warm SSTAs over Kuroshio, the subtropical high was much stronger, spread farther north than usual, and had an anomalous easterly that dominated the northwest Pacific Ocean. The warm SSTAs over the tropical Indian Ocean could have caused a negative Z500A from West Asia to Middle Asia, a remarkably anomalous southwesterly from the Indian Ocean to the south of China and an anomalous anticyclone circulation over the South China Sea-Philippine Sea region. Because of the La Nifia event, the winter monsoon was stronger than normal, with an anomalously cooler northerly over the southeastern coastal areas of China. (3) The combined effects of the SSTAs over the four key regions were likely more important to the atmospheric circulation anomalies of January 2008 over Eurasia than the effects of individual or partly combined SSTAS. This unique SSTA distribution possibly led to the circulation anomalies over Eurasia in January 2008, especially the atmospheric circulation anomalies over the subtropics, which were more similar to those of the winter E1 Nifio events than to the circulation anomalies following La Nifia. 展开更多
关键词 January 2008 snow disaster SSTAs atmospheric circulation anomalies CAM3.0 numerical simulation
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Water abundance of mine floor limestone by simulation experiment 被引量:2
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作者 Yang Cai Liu Shengdong Liu Lu 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2016年第3期495-500,共6页
The water abundance of mine floor limestone needs to be solved urgently as the average depth of coal mining in China has increased gradually. A method is presented to discuss water abundance with the numerical and phy... The water abundance of mine floor limestone needs to be solved urgently as the average depth of coal mining in China has increased gradually. A method is presented to discuss water abundance with the numerical and physical layered geoelectrical model being established in the half-space, full-space and full-space with tunnel, respectively. The parameters of water abundance are changed in this study, which includes water quantity, water content and volume of abnormity of water-containing abnormity. Results indicate that the different work fields have different macroscopic influences on the apparent resistivity,and the water abundance parameters of water-containing abnormity have quantitative relationship with the apparent resistivity mean in abnormal regions(three-dimensional space region). The quantitative relationships are shown as following: firstly, the amount of water injection has negative linear correlation with the apparent resistivity mean; secondly, when abnormity is unsaturated, there is a negative power function relationship between water content and apparent resistivity mean; thirdly, the volume of abnormity and apparent resistivity mean behave as a decreasing power function law. 展开更多
关键词 Quantification Water abundance Mine floor limestone Apparent resistivity Numerical simulation and physical simulation
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Application of high density resistivity method in accuracy of goaf detection
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作者 LIU Huiming LI Guangjie DU Lizhi 《Global Geology》 2011年第2期110-114,共5页
Based on the relationship between the diameter and buried depth of goal, the authors establish the forward modeling by Res2dmod and inverse the model by Res2dinv. Thus, three kinds of models are obtained : the model ... Based on the relationship between the diameter and buried depth of goal, the authors establish the forward modeling by Res2dmod and inverse the model by Res2dinv. Thus, three kinds of models are obtained : the model of single resistivity anomalous body, model of double different distance resistivity anomalous body, and model of layered resistivity anomalous body. Using forward and inversion, the image of detection is simulated, and the reliability is proved by comparing with the engineering examples. 展开更多
关键词 high density resistivity method INVERSION GOAF
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NUMERICAL MODELING STUDY OF EFFECTS OF EASTERN PACIFIC WARM POOL ON ENSO
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作者 岳彩军 陆维松 李小凡 《Journal of Tropical Meteorology》 SCIE 2010年第4期355-362,共8页
In this study, sensitivity experiments were conducted with the Zebiak-Cane ocean-atmosphere coupled model forced by the wind stress anomaly from the U.S. National Centers for Environmental Prediction/National Center f... In this study, sensitivity experiments were conducted with the Zebiak-Cane ocean-atmosphere coupled model forced by the wind stress anomaly from the U.S. National Centers for Environmental Prediction/National Center for Atmospheric Research (NCEP/NCAR) reanalysis data to study the impacts of eastern Pacific warm pool on the formation and development of ENSO events. The effects of climatological mean sea surface temperature of the warm pool on forecast skill during the ENSO events of 1982-1999 are more considerable that those of climatological mean meridional winds and ocean currents. The forecast skill for the 1997/1998 E1 Nifio event is characterized by sensitivity to climatological mean sea surface temperature and anomalies of northerly winds and currents. The forecast skill is found insensitive to climatological mean northerly meridional winds and currents. 展开更多
关键词 eastern Pacific warm pool ENSO event Zebiak-Cane ocean-atmosphere coupled model sensitivity experiments
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Numerical simulations on origin of Galilean moons' magnetic anomalies 被引量:1
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作者 JIAO LiGuo KUANG WeiJia MA ShiZhuang 《Science China Earth Sciences》 SCIE EI CAS 2011年第11期1754-1760,共7页
Galileo mission detected the magnetic anomalies originated from Galilean moons.These anomalies are likely generated in the moons' interiors,under the influence of a strong ambient Jovian field.Among various possib... Galileo mission detected the magnetic anomalies originated from Galilean moons.These anomalies are likely generated in the moons' interiors,under the influence of a strong ambient Jovian field.Among various possible generation mechanisms of the anomalies,we focus on magneto-convection and dynamos in the interiors via numerical simulation.To mimic the electromagnetic environment of the moons,we introduce in our numerical model an external uniform magnetic field B0 with a fixed orientation but varying field strength.Our results show that a finite B0 can substantially alter the dynamo processes inside the core.When the ambient field strength B0 increases to approximately 40% of the field generated by the pure dynamo action,the convective state in the core changes significantly:the convective flow decreases by 80% in magnitude,but the differential rotation becomes stronger in much of the fluid layer,leading to a stronger field generated in the core.The field morphologies inside the core tend to align with the ambient field,while the flow patterns show the symmetry-breaking effect under the influence of B0.Furthermore,the generated field tends to be temporally more stable. 展开更多
关键词 Galilean moons magnetic fields magneto-convection DYNAMO
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Abnormality monitoring model of cracks in concrete dams 被引量:9
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作者 BAO TengFei QIN Dong +1 位作者 ZHOU XiWu WU GuiFen 《Science China(Technological Sciences)》 SCIE EI CAS 2011年第7期1914-1922,共9页
The abnormality monitoring model (AMM) of cracks in concrete dams is established through integrating safety monitoring theories with abnormality diagnosis methods of cracks. In addition, emphasis is placed on the infl... The abnormality monitoring model (AMM) of cracks in concrete dams is established through integrating safety monitoring theories with abnormality diagnosis methods of cracks. In addition, emphasis is placed on the influence of crack depth on crack mouth opening displacement (CMOD). A linear hypothesis is proposed for the propagation process of cracks in concrete based on the fictitious crack model (FCM). Abnormality points are detected through testing methods of dynamical structure mutation and statistical model mutation. The solution of AMM is transformed into a global optimization problem, which is solved by the particle swarm optimization (PSO) method. Therefore, the AMM of cracks in concrete dams is established and solved completely. In the end of the paper, the proposed model is validated by a typical crack at the 105 m elevation of a concrete gravity arch dam. 展开更多
关键词 concrete dam cracks abnormality monitoring model a linear hypothesis abnormality diagnosis particle swarm optimization method
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