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基于1DCNN和D-S多信息融合的光伏系统直流母线串联电弧故障检测 被引量:1
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作者 李岩 刘鑫月 +2 位作者 乔俊杰 王毛桃 王鹏 《电工电能新技术》 CSCD 北大核心 2024年第5期58-67,共10页
直流母线是光伏系统输出能源的主干道,由于长期曝晒、风化等作用,电缆、连接器等组件劣化,光伏系统直流母线中发生电弧的可能性急剧上升,极易引发火灾、触电等事故。在光伏系统中,串联电弧故障将使回路电流下降,传统的过流保护无法识别... 直流母线是光伏系统输出能源的主干道,由于长期曝晒、风化等作用,电缆、连接器等组件劣化,光伏系统直流母线中发生电弧的可能性急剧上升,极易引发火灾、触电等事故。在光伏系统中,串联电弧故障将使回路电流下降,传统的过流保护无法识别。因此,本文提出基于深度学习和证据理论(D-S)的方法来识别串联电弧故障,该方法基于并联电容器电流和电压信号,采用一维卷积神经网络(1DCNN)对检测数据进行电弧识别;在此基础上将基于单个传感数据的识别结果作为证据,运用D-S多信息合成法则计算得到信度分配,最后利用决策规则判断是否发生串联电弧故障。搭建多参数可调模型获取数据进行测试,结果表明:使用1DCNN识别方法,基于并联电容器电流和电压信号的串联电弧识别准确率分别为97.19%和94.98%,而基于1DCNN和D-S多信息融合的光伏系统直流串联电弧故障检测的识别准确率可提升至99%以上。 展开更多
关键词 光伏系统 1DCNN 串联电弧故障 D-s多元信息融合 故障检测
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中强地震发震构造标志浅析——以2023年积石山M_(S)6.2地震为例
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作者 张军龙 徐岳仁 +1 位作者 李文巧 陈峰 《地震》 CSCD 北大核心 2024年第1期226-234,共9页
地震地表破裂是地震发生的重要特征,是研究地震动力学、构造变形的重要手段。一般认为,M6 3/4以上的地震才会形成地表破裂。但近年来,也有M6.0左右的地震发生了地表破裂。本文旨在探讨中强地震地表破裂的识别方法。中强地震发震构造的... 地震地表破裂是地震发生的重要特征,是研究地震动力学、构造变形的重要手段。一般认为,M6 3/4以上的地震才会形成地表破裂。但近年来,也有M6.0左右的地震发生了地表破裂。本文旨在探讨中强地震地表破裂的识别方法。中强地震发震构造的识别具有一定的挑战性,主要表现在以下几个方面:(1)中强地震地表破裂的规模(位错量、宽度、长度和深度)较小,容易被黄土层厚覆盖,掩盖地表破裂的痕迹,不易识别;(2)非构造成因裂缝干扰,使得难以区分构造成因地表破裂。本文以2023年积石山M_(S)6.2地震为例,对中强地震构造成因破裂的识别标志进行了初步分析,提出了以下识别标志:(1)地表破裂几何展布和剖面形态,地震伴生的次生灾害(滑坡、崩塌、砂土液化等)的线性分布为识别发震构造提供参考和线索;(2)地表破裂沿破裂走向呈现稳定地穿越不同地貌单元,至少穿越一条沟谷等低凹地貌;(3)地表破裂在地质剖面上表现出稳定的产状;(4)地表破裂伴生构造形态,地表沿破裂发育雁列式褶皱(挤压鼓包)与张裂缝交替出现的现象。本文提出的识别标志为中强地震发震构造的识别提供了新的思路。 展开更多
关键词 青藏高原 拉脊山断裂带 2023年积石山M_(s)6.2地震 发震构造 地震地表破裂
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基于CD-BSMOTE的D-S证据融合变压器故障诊断
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作者 鲁玲 高诚 +3 位作者 熊威 龚康 马辉 张鑫 《水电能源科学》 北大核心 2024年第5期192-196,共5页
针对变压器油中溶解气体数据集不均衡特性对故障诊断结果的影响,提出一种基于清除临界点改进的边界合成少数类过采样算法均衡数据集和Pearson冲突距离改进D-S证据融合的变压器故障诊断模型。首先,对少数类样本进行均衡化处理,根据K-mean... 针对变压器油中溶解气体数据集不均衡特性对故障诊断结果的影响,提出一种基于清除临界点改进的边界合成少数类过采样算法均衡数据集和Pearson冲突距离改进D-S证据融合的变压器故障诊断模型。首先,对少数类样本进行均衡化处理,根据K-means聚类结果清除处于临界位置的样本;其次,搭建梯度提升树、随机森林、BP神经网络的故障诊断模型,实现变压器故障初步诊断;接着引入Pearson冲突距离改进D-S证据融合模型,实现诊断结果的融合决策;最后,经实际算例分析,诊断精确率达到92.65%。结果表明,所建模型能有效解决数据不平衡对诊断结果的影响,提高故障诊断精度。 展开更多
关键词 故障诊断 油中溶解气体分析 边界合成少数类过采样 Pearson冲突距离 D-s证据融合
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基于S变换模能量分析的直流电缆故障测距
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作者 夏向阳 刘奕玹 +3 位作者 刘雄 夏君山 王瑞琪 朱鹏 《高压电器》 CAS CSCD 北大核心 2024年第7期201-209,共9页
针对现有高压直流电缆故障定位方法故障定位精度低、定位模型泛化能力差等问题,文中在考虑电缆故障后故障点产生的暂态信号中含有丰富的故障信息的特征,提出一种时频域能量分析的故障测距方法。该方法利用多分类支持向量机(SVM)的特性... 针对现有高压直流电缆故障定位方法故障定位精度低、定位模型泛化能力差等问题,文中在考虑电缆故障后故障点产生的暂态信号中含有丰富的故障信息的特征,提出一种时频域能量分析的故障测距方法。该方法利用多分类支持向量机(SVM)的特性构建直流电缆故障定位模型,利用直流电缆相模解耦矩阵对电缆电气量解耦,并采用S变换进行时频域变换,将得到的模量构造模能量,将其作为样本对SVM模型训练。实验结果表明,所提方法对于不同故障类型在不同过渡电阻及不同位置故障下均可进行准确测距。 展开更多
关键词 s变换 sVM模型 相模解耦 模能量 故障定位
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Crustal structure and accurate hypocenter determination along the Longmenshan fault zone 被引量:9
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作者 赵珠 范军 +2 位作者 郑斯华 长谷川昭 内茂木 《Acta Seismologica Sinica(English Edition)》 CSCD 1997年第6期66-73,共8页
A P and S wave velocity model is obtained for the crust in the region along the Longmenshan fault zone, Sichuan Province, China, by using data from a refraction profiling survey carried out in this region and those fr... A P and S wave velocity model is obtained for the crust in the region along the Longmenshan fault zone, Sichuan Province, China, by using data from a refraction profiling survey carried out in this region and those from local earthquakes. 202 local earthquakes along the fault zone are based on this velocity model, location errors being estimated to be about 1.5 km. The present relocations fairly improved the accuracy of hypocenter locations for earthquakes in this area, which is recognized from small scatter of data in the arrival time distance diagram compared with that for the original locations in the Earthquake Catalogue of Sichuan Seismic Network. The obtained hypocenter distribution shows that shallow earthquakes, confined to the upper crust in the depth range from 3 km to 22 km, are actively occurring along the main fault of the Longmenshan fault zone. The velocity model and the location method are presently used quite effective for precisely locating local earthquakes such as those in Sichuan Province. Installation of these with the real time processing system developed by Tohoku University in the Sichuan Telemetered Seismic Network would help to improve the location accuracy of events beneath the network. 展开更多
关键词 Longmenshan fault zone P wave s wave hypocenter determination velocity model arrive time curve
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基于T-S模糊故障树的驱动电机冷却系统可靠性分析
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作者 柳炽伟 郭美华 《客车技术与研究》 2024年第2期19-25,共7页
车用驱动电机液压冷却系统存在故障机理不确定等问题。本文应用模糊数描述其故障概率和故障程度,建立驱动电机冷却系统的T-S模糊故障树模型,计算系统模糊可能性,分析各部件的概率重要度和关键重要度,找出影响系统可靠性的关键部件。
关键词 电动汽车 驱动电机 冷却系统 T-s模糊故障树 可靠性分析
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基于加权D-S证据理论的旋翼故障诊断
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作者 高亚东 张传壮 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2024年第1期66-75,共10页
旋翼作为直升机的升力面和操作面,其健康状态对直升机的安全至关重要。旋翼故障诊断技术仍是直升机健康与使用监测系统(Health and usage monitoring system, HUMS)领域的薄弱环节,开发旋翼故障诊断技术具有重要价值。基于信息融合技术... 旋翼作为直升机的升力面和操作面,其健康状态对直升机的安全至关重要。旋翼故障诊断技术仍是直升机健康与使用监测系统(Health and usage monitoring system, HUMS)领域的薄弱环节,开发旋翼故障诊断技术具有重要价值。基于信息融合技术,首先分析了旋翼故障的诊断机理,建立了旋翼故障模型,通过流固耦合仿真获取了不同故障下桨叶、轮毂和机身的故障特征信息,生成数据集进行网络训练和验证。然后,利用遗传算法反向传播(Genetic algorithm-backpropagation, GA-BP)优化神经网络诊断3种类型的直升机旋翼故障,即后缘调整片误调、变距拉杆误调和桨叶质量不平衡。3个逐级神经网络分别对旋翼故障类型、故障位置和故障程度进行了诊断识别。最后采用加权的Dempster-Shafer(D-S)证据理论对旋翼故障进行诊断和分析。结果证明基于改进D-S证据理论的旋翼故障诊断方法能够成功应用到旋翼故障诊断中,并具有良好的识别效果。 展开更多
关键词 旋翼系统 故障诊断 GA-BP神经网络 信息融合技术 D-s证据理论
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Tunnel effect of fractal fault and transient S-wave velocity rupture (TSVR) of in-plane shear fault 被引量:3
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作者 李世愚 陈运泰 《Acta Seismologica Sinica(English Edition)》 CSCD 1999年第1期19-25,共7页
Transient S wave velocity rupture (TSVR) means the velocity of fault rupture propagation is between S wave velocity α and P wave velocity β . Its existing in the rupture of in plane ( i.e . strike slip... Transient S wave velocity rupture (TSVR) means the velocity of fault rupture propagation is between S wave velocity α and P wave velocity β . Its existing in the rupture of in plane ( i.e . strike slip) fault has been proved, but in 2 dimensional classical model, there are two difficulties in transient S wave velocity rupture, i.e ., initialization difficulty and divergence difficulty in interpreting the realization of TSVR. The initialization difficulty means, when v ↑ v R (Rayleigh wave velocity), the dynamic stress strength factor K 2(t) →+0, and changes from positive into negative in the interval ( v R, β ). How v transit the forbidden of ( v R, β )? The divergence difficulty means K 2(t) →+∞ when v ↓ β . Here we introduce the concept of fractal and tunnel effect that exist everywhere in fault. The structure of all the faults is fractal with multiple cracks. The velocity of fault rupture is differentiate of the length of the fault respect to time, so the rupture velocity is also fractal. The tunnel effect means the dynamic rupture crosses over the interval of the cracks, and the coalescence of the intervals is slower than the propagation of disturbance. Suppose the area of earthquake nucleation is critical or sub critical propagation everywhere, the arriving of disturbance triggers or accelerates the propagation of cracks tip at once, and the observation system cannot distinguish the front of disturbance and the tip of fracture. Then the speed of disturbance may be identified as fracture velocity, and the phenomenon of TSVR appears, which is an apparent velocity. The real reason of apparent velocity is that the mathematics model of shear rupture is simplified of complex process originally. The dual character of rupture velocity means that the apparent velocity of fault and the real velocity of micro crack extending, which are different in physics, but are unified in rupture criterion. Introducing the above mentioned concept to the calculation of K 2 (t) , the difficulty of initialization can be overcome, and the integral equation of triggering the initialization of TSVR is given quantitatively. By solving this integral equation, the lower limit of TSVR is 1.105 3 β , not β , and the divergence difficulty is overcome. TSVR is unstable solution, and may degenerate to sub Rayleigh wave velocity rupture immediately where the non critical condition can be measured. The results of this paper show that the initialization and continuum depends on the condition of earthquake nucleation in seismogenic area. 展开更多
关键词 dynamics of earthquake rupture in plane shear fault fractal transient s wave velocity RUPTURE
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Source rupture characteristics of the September 5,2022 Luding M_(S)6.8 earthquake at the Xianshuihe fault zone in southwest China 被引量:2
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作者 Guohui Li Anjian Wang Yuan Gao 《Earthquake Research Advances》 CSCD 2023年第2期8-14,共7页
On September 5,2022,at Beijing time 12:52 p.m.,an M_(S)6.8 earthquake struck Luding County,GarzêTibetan Autonomous Prefecture,Sichuan Province.The epicenter of the earthquake was at the intersection of the Sichua... On September 5,2022,at Beijing time 12:52 p.m.,an M_(S)6.8 earthquake struck Luding County,GarzêTibetan Autonomous Prefecture,Sichuan Province.The epicenter of the earthquake was at the intersection of the Sichuan-Yunnan,Bayankala,and South China blocks.The tectonic background is extremely complex,and strong earthquakes occur frequently.Based on a predetermined focal location and focal mechanism solution for the earthquake,we reversed the focal depth and rupture process of the earthquake by fitting the teleseismic P and SH waves recorded by the global seismic network.The results show that the focal depth is 16 km,with the main rupture having a length of about 45 km near the epicenter,with a maximum displacement of 1.02 m.Although the rupture mainly propagates from the north–northwest(NNW)to the south–southeast(SSE)along the fault strike,there is a small-scale rupture slip zone at shallow depths in the north–northeast(NNE)direction along the epicenter of the seismogenic fault.This rupture image corresponds to the cluster distribution of aftershocks in the NNW and SSE directions starting from the epicenter,corresponding to the distribution of recorded landslides.The earthquake occurred on the Moxi fault,located in the southeastern section of the Xianshuihe fault.The major tectonic feature in this area is the southeastward movement of the Chuandian block relative to the Bayanhar block. 展开更多
关键词 Luding M_(s)6.8 earthquake Rupture process Xianshuihe fault southeastern margin Qinghai-Tibetan Plateau
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2023年甘肃积石山M_(S)6.2地震:一次逆冲为主的浅源强震 被引量:4
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作者 杨彦明 苏淑娟 《地震》 CSCD 北大核心 2024年第1期167-174,共8页
基于区域数字地震台网波形数据,在三维空间内利用波形拟合反演方法获得2023年12月18日甘肃积石山M_(S)6.2地震最佳震源机制解,结果表明:节面Ⅰ走向305°,倾角56°,滑动角61°;节面Ⅱ为走向169°,倾角43°,滑动角125... 基于区域数字地震台网波形数据,在三维空间内利用波形拟合反演方法获得2023年12月18日甘肃积石山M_(S)6.2地震最佳震源机制解,结果表明:节面Ⅰ走向305°,倾角56°,滑动角61°;节面Ⅱ为走向169°,倾角43°,滑动角125°;矩震级M_(W)6.02。最佳拟合的空间精细位置为102.377°E,35.968°N,深度9 km。结果显示,地震破裂沿NW方向扩展。初步推断此次地震的发震断层面为节面Ⅱ,发震断层是拉脊山北缘断裂(积石山东缘断裂),是一次逆冲为主,兼少量走滑分量的浅源强震事件。 展开更多
关键词 2023年积石山M_(s)6.2地震 震源机制解 质心深度 逆冲断层 拉脊山北缘断裂
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Fault detection for nonlinear networked control systems based on fuzzy observer 被引量:6
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作者 Zhangqing Zhu Xiaocheng Jiao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2012年第1期129-136,共8页
Security and reliability must be focused on control sys- tems firstly, and fault detection and diagnosis (FDD) is the main theory and technology. Now, there are many positive results in FDD for linear networked cont... Security and reliability must be focused on control sys- tems firstly, and fault detection and diagnosis (FDD) is the main theory and technology. Now, there are many positive results in FDD for linear networked control systems (LNCSs), but nonlinear networked control systems (NNCSs) are less involved. Based on the T-S fuzzy-modeling theory, NNCSs are modeled and network random time-delays are changed into the unknown bounded uncertain part without changing its structure. Then a fuzzy state observer is designed and an observer-based fault detection approach for an NNCS is presented. The main results are given and the relative theories are proved in detail. Finally, some simulation results are given and demonstrate the proposed method is effective. 展开更多
关键词 nonlinear networked control system (NNCs fault detection T-s fuzzy model state observer time-delay.
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2024年新疆乌什M_(S)7.1地震发震断层产状及其动力学探讨 被引量:1
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作者 关兆萱 万永革 +4 位作者 周明月 王润妍 宋泽尧 黄少华 顾培苑 《地震》 CSCD 北大核心 2024年第2期1-11,共11页
大地震发生后,断层面产状快速确定对震后趋势判定具有重要参考价值。本文收集2024年新疆乌什M_(S)7.1地震序列的震源机制数据,对多家机构计算的该地震震源机制解进行中心解求解后,对震源机制的节面进行聚类分析,去掉噪声点的震源机制得... 大地震发生后,断层面产状快速确定对震后趋势判定具有重要参考价值。本文收集2024年新疆乌什M_(S)7.1地震序列的震源机制数据,对多家机构计算的该地震震源机制解进行中心解求解后,对震源机制的节面进行聚类分析,去掉噪声点的震源机制得到两簇结果,发现标准差较小的第二簇中心节面可能为发震断层面。然后,为进一步通过断层面与应力场关系验证可能的发震断层面,收集了该地区历史震源机制资料,反演得到乌什地震震源区的构造应力场,发现该地区受到NW—SE向的挤压应力和近垂直向的拉张应力;将应力场分别投影到两簇节面上,发现标准差较小的第二簇中心节面处于剪应力较大区域,并且正应力也有利于该中心节面破裂。综合其他资料分析,本研究推测2024年新疆乌什M_(S)7.1地震发震断层为NW向、低倾角断层,走向为244.62°,倾角为46.19°。 展开更多
关键词 2024年乌什M_(s)7.1地震 震源机制 应力场 发震断层
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基于D-S证据理论的配电网接地故障原因综合辨识模型
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作者 胡云鹏 都成刚 +4 位作者 齐军 郑日红 阿敏夫 张浩 梁永亮 《中国电力》 CSCD 北大核心 2024年第10期133-142,共10页
单相接地故障(single-phase-to-ground fault,SPGF)是配电网中最常见的故障,严重影响配电系统的可靠性和安全性,准确辨识SPGF可以提高配电网接地故障处理的精细化水平。首先,从故障波形中提取能有效反映不同接地故障原因的多域特征组成... 单相接地故障(single-phase-to-ground fault,SPGF)是配电网中最常见的故障,严重影响配电系统的可靠性和安全性,准确辨识SPGF可以提高配电网接地故障处理的精细化水平。首先,从故障波形中提取能有效反映不同接地故障原因的多域特征组成候选波形特征集,通过多元方差法分析波形特征与接地故障原因的相关性,筛选识别接地故障原因的有效特征;然后,分别设计基于极限学习机和支持向量机的故障原因辨识模型,利用Dempster-Shafer(D-S)证据融合理论对模型的识别结果进行融合,建立了接地故障原因综合辨识模型;最后,基于现场数据对所建立的综合辨识模型的有效性进行了验证,结果表明综合辨识模型优于任何单一辨识模型,验证了该模型的优势和可行性。 展开更多
关键词 接地故障原因 单相接地故障 极限学习机 支持向量机 D-s证据理论
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Effect of Poisson’s ratio on stress state in the Wenchuan M_S8.0 earthquake fault
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作者 Zhoumin Xie Caibo Hu +1 位作者 Yongen Cai Chi-yuen Wang 《Earthquake Science》 CSCD 2009年第6期603-607,共5页
The Wenchuan Ms8.0 earthquake occurred on the Longmenshan fault which inclines at a dip angle exceeding 60 degrees. Since most thrust earthquakes occur on faults with dip angles of about 30 degrees, it is enigmatic wh... The Wenchuan Ms8.0 earthquake occurred on the Longmenshan fault which inclines at a dip angle exceeding 60 degrees. Since most thrust earthquakes occur on faults with dip angles of about 30 degrees, it is enigmatic why the Wenchuan earthquake occurred on such a steep fault. In this study we use a simple finite element model to investigate how the stress state in the fault changes with the variation of Poisson's ratio. The results show that, with the Poisson's ratio in the fault increasing, the magnitudes of the principal stresses increase and the maximum Shear stress decrease, and, especially, the angle between the maximum principal stress and the fault plane decreases, which will enhance the driving force to overcome the frictional resistance on the fault. The increase of Poisson's ratio in the fault may be an important factor to affect the occurrence of the fault earthquakes with large angles between maximum principal stress and fault plane. 展开更多
关键词 Wenchuan earthquake steep fault Poisson's ratio stress state stress rotation finite element
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2023年甘肃积石山M_(s)6.2地震震源区的三维速度结构及其发震构造
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作者 蔡光耀 王未来 +4 位作者 吴建平 张龙 包晶晶 孟繁昌 刘慧杰 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2024年第11期4148-4159,共12页
2023年12月18日23时59分, 在甘肃积石山县拉脊山南段积石山东缘断裂附近发生了M_(s)6.2地震.为了探究本次地震的发震构造、孕震环境以及余震序列与深部结构的关系, 本文使用基于固定台站、预警台站和临时布设的密集台阵构建的地震事件资... 2023年12月18日23时59分, 在甘肃积石山县拉脊山南段积石山东缘断裂附近发生了M_(s)6.2地震.为了探究本次地震的发震构造、孕震环境以及余震序列与深部结构的关系, 本文使用基于固定台站、预警台站和临时布设的密集台阵构建的地震事件资料, 采用双差层析成像方法开展地震定位和三维速度结构研究.重定位后, 余震序列近似呈SE-NW方向展布, 总长度约15 km, 震源优势深度分布范围为8~14 km, 平均深度为10.4 km.主破裂北侧余震条带和主破裂附近余震序列的震源深度存在错断, 二者倾向在空间上近似垂直.东北倾的大河家断裂是主震的发震断层, 主破裂北侧余震条带发生在一条西南倾的反冲盲断层上.余震序列基本发生在高速和低泊松比异常内, 且高速异常和余震序列的形态高度吻合, 速度结构的非均匀性是控制本次地震和余震形态的主要深部构造因素.本次地震是在挤压构造背景下, 上地壳高速和低泊松比异常体内进行应力积累和释放, 从而发生的一次典型的逆冲型地震事件. 展开更多
关键词 甘肃积石山M_(s)6.2地震 积石山东缘断裂 地震重定位 速度结构 发震断层
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Fault tolerant synchronization of chaotic systems based on T-S fuzzy model with fuzzy sampled-data controller 被引量:1
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作者 马大中 张化光 +1 位作者 王占山 冯健 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第5期104-114,共11页
In this paper the fault tolerant synchronization of two chaotic systems based on fuzzy model and sample data is investigated. The problem of fault tolerant synchronization is formulated to study the global asymptotica... In this paper the fault tolerant synchronization of two chaotic systems based on fuzzy model and sample data is investigated. The problem of fault tolerant synchronization is formulated to study the global asymptotical stability of the error system with the fuzzy sampled-data controller which contains a state feedback controller and a fault compensator. The synchronization can be achieved no matter whether the fault occurs or not. To investigate the stability of the error system and facilitate the design of the fuzzy sampled-data controller, a Takagi Sugeno (T-S) fuzzy model is employed to represent the chaotic system dynamics. To acquire good performance and produce a less conservative analysis result, a new parameter-dependent Lyapunov-Krasovksii functional and a relaxed stabilization technique are considered. The stability conditions based on linear matrix inequality are obtained to achieve the fault tolerant synchronization of the chaotic systems. Finally, a numerical simulation is shown to verify the results. 展开更多
关键词 fault tolerant synchronization fuzzy sampled-data controller Takagi-sugeno (T-s fuzzy model linear matrix inequality (LMI)
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基于同步提取广义S变换的机械故障诊断方法研究
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作者 葛丽英 李志农 +2 位作者 胡志峰 毛清华 张旭辉 《兵器装备工程学报》 CAS CSCD 北大核心 2024年第2期254-262,共9页
现有的同步提取变换(synchroextracting transform, SET)窗函数固定缺乏灵活性,在进行故障诊断时很难有效获取到高时频精度和高抗干扰性能的瞬时频率,针对此问题,结合广义S变换可以自适应调节窗函数宽度的优点,提出一种基于同步提取广义... 现有的同步提取变换(synchroextracting transform, SET)窗函数固定缺乏灵活性,在进行故障诊断时很难有效获取到高时频精度和高抗干扰性能的瞬时频率,针对此问题,结合广义S变换可以自适应调节窗函数宽度的优点,提出一种基于同步提取广义S变换(synchroextracting generalized Stransform, SEGST)的机械故障诊断方法。SEGST方法的特点在于将Rényi熵作为度量时频聚集性的标准,通过在高斯窗函数中引入2个尺度调节因子来选择参数的最佳值,对得到的广义S变换二维时频谱构造出同步提取算子来提取时频脊线处的时频系数,该算子能保留与信号的时变特征最相关的TF信息,剔除多余的模糊时频能量,从而得到高时频分辨率的时频能量特征。仿真结果表明,所提方法不论在时频分辨率方面,还是在噪声鲁棒性方面,都优于传统时频分析方法,并且保持了良好的重构性。最后,将所提方法应用于航空发动机高速滚动轴承故障诊断中,结果表明,该方法能够准确识别故障信号中的特征频率。 展开更多
关键词 同步提取变换 广义s变换 时频分析 机械故障诊断 航空发动机
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Fault Isolation of Light Rail Vehicle Suspension System Based on D-S Evidence Theory and Improvement Application Case 被引量:1
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作者 Xiukun Wei Kun Guo +2 位作者 Limin Jia Guangwu Liu Minzheng Yuan 《Journal of Intelligent Learning Systems and Applications》 2013年第4期245-253,共9页
This paper presents an innovative approach for the fault isolation of Light Rail Vehicle (LRV) suspension system based on the Dempster-Shafer (D-S) evidence theory and its improvement application case. The considered ... This paper presents an innovative approach for the fault isolation of Light Rail Vehicle (LRV) suspension system based on the Dempster-Shafer (D-S) evidence theory and its improvement application case. The considered LRV has three rolling stocks and each one equips three sensors for monitoring the suspension system. A Kalman filter is applied to generate the residuals for fault diagnosis. For the purpose of fault isolation, a fault feature database is built in advance. The Eros and the norm distance between the fault feature of the new occurred fault and the one in the feature database are applied to measure the similarity of the feature which is the basis for the basic belief assignment to the fault, respectively. After the basic belief assignments are obtained, they are fused by using the D-S evidence theory. The fusion of the basic belief assignments increases the isolation accuracy significantly. The efficiency of the proposed method is demonstrated by two case studies. 展开更多
关键词 sUsPENsION system fault IsOLATION D-s Evidence Theory Information Fusion sIMILARITY Measurement
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Impact of t:ybercrime in Japan-Findings of (:ybercrime Victimization Survey
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作者 Taisuke Kanayama 《Sociology Study》 2017年第6期331-340,共10页
Although the threat of cybercrime is said to expand year by year recently, an actual impact of the threat has not estimated in Japan due to several reasons including inadequate statistics of cybercrime. The purpose of... Although the threat of cybercrime is said to expand year by year recently, an actual impact of the threat has not estimated in Japan due to several reasons including inadequate statistics of cybercrime. The purpose of this study is to estimate the volume of cybercrime in Japan and identify its characteristics based on the result of cybercrime victimization survey conducted by the study group for cybercrime of Nihon University (NU) in 2016. The study group obtained a cybercrime victimization rate of 5.36% and concluded that cybercrime victimization in Japan is quite serious comparing with other survey results and crime statistics. Furthermore, the study group explored how to figure out cybercrime victimization more precisely based on characteristics of cybercrime obtained by this survey and proposed a couple of appropriate measures to cope with cybercrime. 展开更多
关键词 CYBERCRIME victimization survey victims report
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参数化S谱幅值调制及轴承故障诊断应用
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作者 姜祖华 张坤 +1 位作者 杨欢 胥永刚 《西安交通大学学报》 EI CAS CSCD 北大核心 2024年第3期117-128,共12页
针对传统谱幅值调制方法易受噪声影响的问题,利用参数化S变换得到信号在时频域中的幅值,提出了一种参数化S谱幅值调制方法。该方法首先使用参数化S变换将信号转换到时频域并得到幅值和相位,然后将不同权重赋予时频域中的幅值以改变不同... 针对传统谱幅值调制方法易受噪声影响的问题,利用参数化S变换得到信号在时频域中的幅值,提出了一种参数化S谱幅值调制方法。该方法首先使用参数化S变换将信号转换到时频域并得到幅值和相位,然后将不同权重赋予时频域中的幅值以改变不同能量频率成分在信号中的占比,最后将调制后的幅值与原相位结合,使用参数化S逆变换重构一系列修正信号并计算其平方包络谱以提取故障特征。仿真和实验结果表明,该方法获得的幅值信息相比传统谱幅值调制方法更加准确和全面,对强噪声环境更具鲁棒性,能够有效实现滚动轴承的外圈、内圈和复合故障诊断。将所提方法与传统谱幅值调制方法和快速谱峭度方法进行对比,证明了参数化S谱幅值调制既能检测强噪声环境下的轴承故障信息,又能同时提取多种故障分量,在滚动轴承的故障特征提取中更具优越性。 展开更多
关键词 滚动轴承 故障诊断 谱幅值调制 参数化s谱幅值调制
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