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Online Identification Method of Distribution Line-to-ground Parameters and Grounding Tran-sition Conductance During Arc Suppression 被引量:1
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作者 Zeyin Zheng Jianfeng Xu Moufa Guo 《Protection and Control of Modern Power Systems》 2025年第4期103-115,共13页
Since the effectiveness of the flexible current arc suppression method heavily relies on the accurate measurement of the distribution line-to-ground parame-ters,the suppression of single line-to-ground(SLG)fault curre... Since the effectiveness of the flexible current arc suppression method heavily relies on the accurate measurement of the distribution line-to-ground parame-ters,the suppression of single line-to-ground(SLG)fault current may deteriorate due to factors such as line switching and other disturbances during SLG fault arc suppression.Additionally,during SLG fault arc suppres-sion,promptly identifying the fault type and rapidly de-activating the flexible arc suppression device(FASD)can reduce the overvoltage risk in non-faulted phase devices.To address these issues,this paper presents a parameter identification method based on recursive least squares(RLS)while a variable forgetting factor strategy is in-troduces to enhance the RLS algorithm’s disturbance rejection capability.Simulations verify that the variable forgetting factor recursive least squares(VFF-RLS)algo-rithm can accurately identify distribution line-to-ground parameters in real time and effectively suppress SLG fault current.The online identification of grounding transition conductance is simultaneously used to deter-mine the fault type and quickly detect when the SLG fault has been cleared. 展开更多
关键词 Distribution networks single line-to-ground fault arc suppression distribution line-to-ground parameters grounding transition conduct-ance recursive least square method online identification
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Catalogs of ground motion parameters for earthquake-prone regions in Kazakhstan 被引量:1
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作者 Silacheva N Kulbayeva U Kravchenko N 《Geodesy and Geodynamics》 2014年第1期20-26,共7页
The catalogs of ground motion parameters for earthquake-prone regions of Kazakhstan used for modeling seismic effects in seismic hazard assessment and microzonation are presented.
关键词 ground motion parameters analog and digital recording strong motion network stations withcontinuous recording
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Machine learning prediction models for ground motion parameters and seismic damage assessment of buildings at a regional scale 被引量:1
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作者 Sanjeev Bhatta Xiandong Kang Ji Dang 《Resilient Cities and Structures》 2024年第1期84-102,共19页
This study examines the feasibility of using a machine learning approach for rapid damage assessment of rein-forced concrete(RC)buildings after the earthquake.Since the real-world damaged datasets are lacking,have lim... This study examines the feasibility of using a machine learning approach for rapid damage assessment of rein-forced concrete(RC)buildings after the earthquake.Since the real-world damaged datasets are lacking,have limited access,or are imbalanced,a simulation dataset is prepared by conducting a nonlinear time history analy-sis.Different machine learning(ML)models are trained considering the structural parameters and ground motion characteristics to predict the RC building damage into five categories:null,slight,moderate,heavy,and collapse.The random forest classifier(RFC)has achieved a higher prediction accuracy on testing and real-world damaged datasets.The structural parameters can be extracted using different means such as Google Earth,Open Street Map,unmanned aerial vehicles,etc.However,recording the ground motion at a closer distance requires the installation of a dense array of sensors which requires a higher cost.For places with no earthquake recording station/device,it is difficult to have ground motion characteristics.For that different ML-based regressor models are developed utilizing past-earthquake information to predict ground motion parameters such as peak ground acceleration and peak ground velocity.The random forest regressor(RFR)achieved better results than other regression models on testing and validation datasets.Furthermore,compared with the results of similar research works,a better result is obtained using RFC and RFR on validation datasets.In the end,these models are uti-lized to predict the damage categories of RC buildings at Saitama University and Okubo Danchi,Saitama,Japan after an earthquake.This damage information is crucial for government agencies or decision-makers to respond systematically in post-disaster situations. 展开更多
关键词 Seismic damage prediction ground motion parameter Machine learning algorithms Nonlinear time history analysis RC buildings
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An investigation on the ground motion parameters and seismic response of underground structures
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作者 Hamid Reza Nejati Morteza Ahmadi Hamid Hashemolhosseini 《Earthquake Science》 CSCD 2012年第3期253-261,共9页
Peak ground acceleration (PGA), frequency content and time duration are three fundamental parameters of seismic loading. This study focuses on the seismic load frequency and its effect on the underground structures. E... Peak ground acceleration (PGA), frequency content and time duration are three fundamental parameters of seismic loading. This study focuses on the seismic load frequency and its effect on the underground structures. Eight accelerograms regarding different occurred earthquakes that are scaled to an identical PGA and variation of ground motion parameters with ratio of peak ground velocity (PGV) to PGA, as a parameter related to the load frequency, are considered. Then, concrete lining response of a circular tunnel under various seismic conditions is evaluated analytically. In the next, seismic response of underground structure is assessed numerically using two different time histories. Finally, effects of incident load frequency and frequency ratio on the dynamic damping of geotechnical materials are discussed. Result of analyses show that specific energy of seismic loading with identical PGA is related to the seismic load frequency. Furthermore, incident load frequency and natural frequency of a system have influence on the wave attenuation and dynamic damping of the system. 展开更多
关键词 ground motion parameter load frequency PGA dynamic analysis wave attenuation
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Ground motion parameters of Shillong plateau: One of the most seismically active zones of northeastern India
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作者 Saurabh Baruah Santanu Baruah +3 位作者 Naba Kumar Gogoi Olga Erteleva Felix Aptikaev J. R. Kayal 《Earthquake Science》 CSCD 2009年第3期283-291,共9页
Strong ground motion parameters for Shillong plateau of northeastern India are examined. Empirical relations are obtained for main parameters of ground motions as a function of earthquake magnitude, fault type, source... Strong ground motion parameters for Shillong plateau of northeastern India are examined. Empirical relations are obtained for main parameters of ground motions as a function of earthquake magnitude, fault type, source depth, velocity characterization of medium and distance. Correlation between ground motion parameters and characteristics of seismogenic zones are established. A new attenuation relation for peak ground acceleration is developed, which predicts higher expected PGA in the region. Parameters of strong motions, particularly the predominant periods and duration of vibrations, depend on the morphology of the studied area. The study measures low estimates of logarithmic width in Shillong plateau. The attenuation relation estimated for pulse width critically indicates increased pulse width dependence on the logarithmic distance which accounts for geometrical spreading and anelastic attenuation. 展开更多
关键词 Shillong plateau ground motion parameter duration magnitude northeastern India
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The Relationship Among Bedrock Seismic Ground Motion Parameters with Different Exceedance Probabilities in the Panxi Area
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作者 Lei JianchengSeismological Bureau of Sichuan Province, Chengdu 610041, China 《Earthquake Research in China》 2003年第1期63-72,共10页
Based on the calculation of the bedrock effective peak acceleration (EPA) zoning map in the Panxi area, the ratios of EPA with exceedance probabilities of 63%, 5%, 3%, 2% and 1% over 50 years to that of 10% in 50 year... Based on the calculation of the bedrock effective peak acceleration (EPA) zoning map in the Panxi area, the ratios of EPA with exceedance probabilities of 63%, 5%, 3%, 2% and 1% over 50 years to that of 10% in 50 years are 0.302, 1.30, 1.55, 1.76 and 2.14, respectively. The seismic effect will be conservative and safe if taking this zoning map as the earthquake resistant fortification level and following the relevant rules of the Code for Seismic Design of Buildings (GBJ11 89) to calculate the seismic effect. Furthermore, the main factors that influence the A10/A63 ratios have been found to be the attenuation relationship of seismic ground motion, the division of seismic potential source regions and the seismicity parameters. These achievements are helpful to the spreading and applying of the zoning map. 展开更多
关键词 Exceedance probability Bedrock seismic ground motion parameter RATIO
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Analysis on the Determination Process of Ground Motion Parameters in the Design of a Nuclear Power Plant High-rise Building Site
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作者 SONG Zhiguo 《外文科技期刊数据库(文摘版)工程技术》 2021年第7期629-636,共14页
Domestic nuclear power plants are basically located in the seaside, plant site according to the planning requirements, through the site level to meet the nuclear power unit and supporting engineering layout requiremen... Domestic nuclear power plants are basically located in the seaside, plant site according to the planning requirements, through the site level to meet the nuclear power unit and supporting engineering layout requirements, different regions of the site and the gay love situation is different. There are a variety of buildings in the plant, different buildings, according to their importance, their seismic requirements are different. Therefore, although the buildings in the factory are located in the same area, the seismic requirements of different buildings and the ground foundation conditions of the site are different. The designed ground motion parameters cannot be determined directly according to the Chinese ground motion parameter zoning map of GB18306-2015 and the provisions of the building seismic design code of GB50011-2010, but need to be re-calculated. 展开更多
关键词 Nuclear power plant High-rise buildings SITE Design ground motion parameters
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Modified image analytical solutions for ground displacement using nonuniform convergence model 被引量:9
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作者 杨小礼 黄阜 王金明 《Journal of Central South University》 SCIE EI CAS 2011年第3期859-865,共7页
Based on the image theory,the analytical solutions of tunneling-induced ground displacement were derived in conjunction with the nonuniform convergence model.The reasonable value of Poisson ratio in the analytical sol... Based on the image theory,the analytical solutions of tunneling-induced ground displacement were derived in conjunction with the nonuniform convergence model.The reasonable value of Poisson ratio in the analytical solution was discussed.The ground settlement width parameter which could reflect the ground condition was introduced to modify the analytical solutions proposed above,and new analytical solutions were presented.To evaluate the validity of the present solutions using the nonuniform convergence model,the results were compared with the observed values for four engineering projects,including 38 measured data of ground settlement.The agreement shows that the present solutions using the nonuniform convergence model are effective for evaluating the tunneling-induced ground displacements. 展开更多
关键词 subway tunnel ground displacement image method ground settlement width parameter
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A Prediction Method of Ground Motion for Regions without Available Observation Data(LGB-FS)and Its Application to both Yangbi and Maduo Earthquakes in 2021 被引量:3
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作者 Jin Chen Hong Tang +1 位作者 Wenkai Chen Naisen Yang 《Journal of Earth Science》 SCIE CAS CSCD 2022年第4期869-884,共16页
Currently available earthquake attenuation equations are locally applicable,and methods based on observation data are not applicable in areas without available observation data.To solve the above problems and further ... Currently available earthquake attenuation equations are locally applicable,and methods based on observation data are not applicable in areas without available observation data.To solve the above problems and further improve the prediction accuracy of ground motion parameters,we present a prediction model referred to as a light gradient boosting machine with feature selection(LGB-FS).It is based on a light gradient boosting machine(LightGBM)constructed using historical strong motion data from the NGA-west2 database and can quickly simulate the distribution of strong motion near the epicenter after an earthquake.Cases study shows that compared with GMPE methods and those based on real-time observation data,the model has a better prediction effect in areas without available observation data and can be applied to Yangbi Earthquake and Maduo Earthquake.The feature importance evaluation based on both information gains and partial dependence plots(PDPs)reveals the complex relationships between multiple factors and ground motion parameters,allowing us to better understand their mechanisms and connections. 展开更多
关键词 LightGBM ground motion parameters NGA-west2 feature selection Yangbi Maduo EARTHQUAKES
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Study on inelastic displacement ratio spectra for near-fault pulse-type ground motions 被引量:2
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作者 翟长海 李爽 +1 位作者 谢礼立 孙亚民 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2007年第4期351-355,共5页
In displacement-based seismic design, inelastic displacement ratio spectra (IDRS) are particularly useful for estimating the maximum lateral inelastic displacement demand of a nonlinear SDOF system from the maximum ... In displacement-based seismic design, inelastic displacement ratio spectra (IDRS) are particularly useful for estimating the maximum lateral inelastic displacement demand of a nonlinear SDOF system from the maximum elastic displacement demand of its counterpart linear elastic SDOF system. In this study, the characteristics of IDRS for near-fault pulse-type ground motions are investigated based on a great number of earthquake ground motions. The influence of site conditions, ratio of peak ground velocity (PGV) to peak ground acceleration (PGA), the PGV, and the maximum incremental velocity (MIV) on IDRS are also evaluated. The results indicate that the effect of near-fault ground motions on IDRS are significant only at periods between 0.2 s - 1.5 s, where the amplification can approach 20%. The PGV/PGA ratio has the most significant influence on IDRS among the parameters considered. It is also found that site conditions only slightly affect the IDRS. 展开更多
关键词 near-fault pulse-type ground motion inelastic displacement ratio spectrum ground motion parameter PGV/PGA site condition
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Study on the severest real ground motion for seismic design and analysis 被引量:3
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作者 谢礼立 翟长海 《Acta Seismologica Sinica(English Edition)》 CSCD 2003年第3期260-271,共12页
How to select the adequate real strong earthquake ground motion for seismic analysis and design of structures is an essential problem in earthquake engineering research and practice. In the paper the concept of the se... How to select the adequate real strong earthquake ground motion for seismic analysis and design of structures is an essential problem in earthquake engineering research and practice. In the paper the concept of the severest design ground motion is proposed and a method is developed for comparing the severity of the recorded strong ground motions. By using this method the severest earthquake ground motions are selected out as seismic inputs to the structures to be designed from a database that consists of more than five thousand significant strong ground motion records collected over the world. The selected severest ground motions are very likely to be able to drive the structures to their critical response and thereby result in the highest damage potential. It is noted that for different structures with different predominant natural periods and at different sites where structures are located the severest design ground motions are usually different. Finally, two examples are illustrated to demonstrate the rationality of the concept and the reliability of the selected design motion. 展开更多
关键词 the severest design ground motion parameters of ground motion database of ground motion damage potential of strong ground motion comprehensive method
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FrFT-CSWSF: Estimating cross-range velocities of ground moving targets using multistatic synthetic aperture radar
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作者 Li Chenlei Liu Mei +1 位作者 Zhao Bowen Zhang Lei 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2014年第5期1223-1232,共10页
Estimating cross-range velocity is a challenging task for space-borne synthetic aperture radar(SAR), which is important for ground moving target indication(GMTI). Because the velocity of a target is very small com... Estimating cross-range velocity is a challenging task for space-borne synthetic aperture radar(SAR), which is important for ground moving target indication(GMTI). Because the velocity of a target is very small compared with that of the satellite, it is difficult to correctly estimate it using a conventional monostatic platform algorithm. To overcome this problem, a novel method employing multistatic SAR is presented in this letter. The proposed hybrid method, which is based on an extended space-time model(ESTIM) of the azimuth signal, has two steps: first, a set of finite impulse response(FIR) filter banks based on a fractional Fourier transform(FrFT) is used to separate multiple targets within a range gate; second, a cross-correlation spectrum weighted subspace fitting(CSWSF) algorithm is applied to each of the separated signals in order to estimate their respective parameters. As verified through computer simulation with the constellations of Cartwheel, Pendulum and Helix, this proposed time-frequency-subspace method effectively improves the estimation precision of the cross-range velocities of multiple targets. 展开更多
关键词 Filter banks Fractional Fourier transform ground moving target indication parameter estimation Subspace methods Synthetic aperture radar
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Study on Ground Deformation during Shield Tunnel Construction
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作者 Zhongkun Zhang 《Journal of Construction Research》 2021年第2期19-26,共8页
Through the systematic analysis of the ground settlement generated by the process of shield tunneling,the relationships between ground deformation and construction parameters are studied in this paper.Based on the ass... Through the systematic analysis of the ground settlement generated by the process of shield tunneling,the relationships between ground deformation and construction parameters are studied in this paper.Based on the assumption of linear small deformation,a mathematical model of the relationship between ground deformation and construction parameters is set up.The principle and method of optimization for estimating ground deformation is studied.The actual measured data are compared with the results of theoretical analysis in a case.Considering different ground formations in different construction sites with different adverse effects on surface and underground structures,the ground surface deformations caused by shield tunneling is an aimed topic in this paper.The contributions and research implications are the revealed relationships between the ground deformation and the shield tunneling parameters during construction. 展开更多
关键词 Shield tunnel ground settlement Construction parameters Mathematical model Maximum estimation Shield tunnel ground settlement Construction parameters Mathematical model Maximum estimation
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A Fault Sources‑Based Probabilistic Seismic Hazard Analysis for Next‑Generation Seismic Ground Motion Parameters Zonation Map of China
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作者 Jiatong Wei Kun Chen +3 位作者 Mengtan Gao Jian Zhou Yongzhe Wang Yingzhe Cai 《International Journal of Disaster Risk Science》 2025年第2期248-261,共14页
The probabilistic seismic hazard analysis (PSHA) method used in existing seismic ground motion parameters zonation map of China (the traditional PSHA-CN method) is based on a two-dimensional area seismic source framew... The probabilistic seismic hazard analysis (PSHA) method used in existing seismic ground motion parameters zonation map of China (the traditional PSHA-CN method) is based on a two-dimensional area seismic source framework and does not account for the rupture dimension of large earthquakes,which may lead to underestimation of seismic hazard at near-fault sites.By employing stochastic sampling to integrate three-dimensional fault sources and two-dimensional area seismic sources,a new PSHA-CN method was developed in recent years,but it faces limitations in accuracy and computational ef ciency due to sampling constraints,particularly for low probability of exceedance scenarios or large earthquakes with long return periods.To enhance the computational ef ciency of the new PSHA-CN method,this study developed a novel spatial integration algorithm for PSHA.The algorithm considers rupture dimension,enables ef cient fault geometry modeling using the Frankel Fault Surface (FFS) and Stirling Fault Surface (SFS) models,and maintains compatibility with the traditional PSHA-CN framework.Validation against test cases from the Pacific Earthquake Engineering Research Center (PEER) demonstrated the algorithm’s reliability.Furthermore,the algorithm was applied to assess seismic hazard in the Changsha-Zhuzhou-Xiangtan metropolitan region in Hunan Province to validate its performance in regions with moderate seismic activity in China.A comparative analysis of the new algorithm results with those of the traditional PSHA-CN method revealed that the PSHA-CN method underestimates near-fault seismic hazards.The proposed algorithm will be implemented in next-generation seismic ground motion parameters zonation map in China. 展开更多
关键词 China Probabilistic seismic hazard analysis Seismic ground motion parameters zonation map Seismic source Three-dimensional fault source
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Near-field ground motion intensity parameters of the major February 06,2023,Türkey Kahramanmaras earthquake sequences
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作者 Chenna Rajaram Jayaprakash Vemuri Vesile Hatun Akansel 《Geohazard Mechanics》 2025年第3期177-186,共10页
Türkey is located in a seismically active region where the Anatolia,Africa,and Arabia tectonic plates converge.The high seismic hazard causes the region to be repeatedly struck by major earthquakes.On February 06... Türkey is located in a seismically active region where the Anatolia,Africa,and Arabia tectonic plates converge.The high seismic hazard causes the region to be repeatedly struck by major earthquakes.On February 06,2023,a devastating Mw 7.7 earthquake struck Türkey at 04:17 a.m.local time(01:17 UTC).Around 9 h later at 10:24 a.m.local time,another destructive Mw 7.6 earthquake struck at a distance of 95 km towards the north of the first earthquake(www.tadas.afad.gov.tr).The strong ground motion from the Mw 7.7 event shows peak ground accelerations exceeding 1 g in the near-field region and affected 11 cities.The effect of the complex fault geometry on the observed high PGAs needs to be examined to understand the associated structural damage.The present study investigates the key characteristics of strong ground motions recorded from 40 stations located in the vicinity of 100 km which are commonly used intensity parameters for vulnerability and risk analysis.The complex interaction between fault segments significantly influenced the overall rupture process and the distribution of ground shaking and generated significant pulse-like ground motions in the near-fault region.These ground motions exhibited directivity effects,characterized by pulse-like velocities,high peak ground accelerations,and spectral accelerations.The response spectra are derived for ground motions from several stations for the present destructive/major earthquake and are observed to exceed code prescribed spectra corresponding to the 475-year and 2475-year return periods. 展开更多
关键词 Kahramanmaraşearthquake ground motion parameters Response spectra
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高架轨道交通引起的地表振动参数化分析 被引量:4
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作者 毛昆明 陈国兴 庄海洋 《岩土力学》 EI CAS CSCD 北大核心 2012年第11期3400-3406,共7页
基于Abaqus软件64CPU并行计算集群平台,建立了车辆-轨道-高架桥-基础-地基耦合的三维有限元分析模型。得到了不同工况下列车运行时引起的地表振动特征,对地表振动振级随着与桥墩距离增大而衰减的规律进行了参数化分析,结果表明,随着列... 基于Abaqus软件64CPU并行计算集群平台,建立了车辆-轨道-高架桥-基础-地基耦合的三维有限元分析模型。得到了不同工况下列车运行时引起的地表振动特征,对地表振动振级随着与桥墩距离增大而衰减的规律进行了参数化分析,结果表明,随着列车车速的增大,地表振动振级明显增大;与空载时相比,列车乘客满载时仅靠近桥墩处的地表振级略微增大,对远处几乎无影响;列车车厢数量对地表振动振级的影响不明显;列车双线运行时引起的地表振动振级比单线运行时有明显的增大。扣件刚度的增大会略微减小地表振动振级。随着桩长的增加,地表振动振级有较大幅度的减小;增加桥墩的跨度能减小地表振动振级,但增加到一定值时再增加也不会有明显的减振效果;桥墩高度对地表振动振级无明显影响。随着场地土层剪切波速的增加,地表振动振级呈逐渐减小的趋势。 展开更多
关键词 高架轨道交通 地表振动振级 参数化分析
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Some considerations on the physical mea-sure of seismic intensity 被引量:1
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作者 郝敏 谢礼立 徐龙军 《Acta Seismologica Sinica(English Edition)》 EI CSCD 2005年第2期245-250,255,共7页
The study on seismic intensity can be traced prior to the time that modern seismology was established. In its early stage the seismic intensity was designed to serve as a measure in scaling the severity of earthquake ... The study on seismic intensity can be traced prior to the time that modern seismology was established. In its early stage the seismic intensity was designed to serve as a measure in scaling the severity of earthquake damage to civil engineering and environmental structures. Also the seismic intensity is usually assigned by engineers and seismologists with one or two characteristic parameters of earthquake ground motions to reflect earthquake damage potential so as to be able to serve as an input earthquake load for seismic design of structures. So choosing a proper parameter to reflect the action of seismic intensity is the main objective of the research on physical measure of seismic intensity. However, since various kinds of structures have quite different damage mechanisms, there will exist great differences in damages to different structures located at the same area during the same earthquake. Particularly, in some cases, quite different damages have happened even to the structures of same kind due to many other factors such as different construction materials, different configurations or on the different types of sites where structures located. In addition, the ground motion parameters, which result in damage to structures, are not the single peak value of ground motion. Hence, this paper emphasizes that the research on new physical measure of seismic intensity should not only consider the structural characteristics but also take into account other parameters such as duration, energy of ground motion and so on. In particular, as the physical measures of intensity, different ground motion parameter should be adopted for different structures. 展开更多
关键词 seismic intensity earthquake potential damage earthquake damage to structures physical measure of seismic intensity earthquake ground motion parameters
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Evaluation of ground motion parameters and seismic response of reinforced concrete buildings from the Mw 6.9,2011 Sikkim earthquake 被引量:1
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作者 Faisal Mehraj Wani Jayaprakash Vemuri Rajaram Chenna 《Geohazard Mechanics》 2023年第2期162-178,共17页
The continuous collision of the Eurasian plate and the Indian plate has resulted in several earthquakes in the Himalayan region.The 6.9 Mw 2011 Sikkim earthquake,which caused immense damage to the built environment in... The continuous collision of the Eurasian plate and the Indian plate has resulted in several earthquakes in the Himalayan region.The 6.9 Mw 2011 Sikkim earthquake,which caused immense damage to the built environment in Sikkim,was triggered by an intraplate source on the overriding Eurasian plate.Strong ground motions from the earthquake were recorded at stations established by IIT Roorkee as part of the PESMOS program.In this paper,near-field and far-field ground motions from this earthquake were analyzed to evaluate their key characteristics and examine their time-frequency features by employing Fast Fourier Transforms(FFTs)and Continuous Wavelet Transforms(CWTs).A comparison between the ground motion parameters of near-field and far-field seismic waves highlights the distinct characteristics of near-field ground motions.Additionally,the impact of near-field and far-field ground motions on the seismic response of a code-compliant RC building is investigated.The results from the non-linear time history analyses indicate that the roof displacements,drift ratio and strain induced in the frame elements are less than the code-prescribed maximum limits.Further,the demand and capacity levels for the RC frame elements were evaluated to compute the performance ratios.The results indicate that the extensive damage to reinforced concrete buildings in the 2011 Sikkim quake was primarily due to the nonengineered nature of the structures and also due to the non-compliance of the built structures to the seismic design code provisions. 展开更多
关键词 Fast fourier transform Continuous wavelet transform Near field Far field ground motion parameters 2011 Sikkim Earthquake Reinforced Concrete Structures
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基于语义分割的多类别地面交通标志识别 被引量:2
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作者 邵一鸣 张志佳 +2 位作者 徐佳锋 贺继昌 王士显 《实验室研究与探索》 CAS 北大核心 2023年第5期46-52,61,共8页
无人驾驶汽车的外界环境感知系统中对地面交通标志的识别模型少,地面交通标志误分割和分割不完整,对此提出了轻量级的多类别地面交通标志分割模型。主干网络由多分支结构的重参数Vgg模块(RepVGG Block)组成,增加模型的特征表达能力,避... 无人驾驶汽车的外界环境感知系统中对地面交通标志的识别模型少,地面交通标志误分割和分割不完整,对此提出了轻量级的多类别地面交通标志分割模型。主干网络由多分支结构的重参数Vgg模块(RepVGG Block)组成,增加模型的特征表达能力,避免模型训练时的梯度消失。设计了具有倒残差结构的条形特征提取单元(IDAB Module)用于条形特征的提取,并将模块进行了串联组合,对每个单元中的卷积设置不同的空洞率,以此扩大模块中特征图的感受野,充分利用上下文信息;同时利用非对称卷积更好地提取交通标志的长条形状特征。采用地面交通标志数据集训练和测试地面交通标志分割模型,利用具有多分支结构的主干网络进行训练,测试时通过结构重参数化方法,将多分支结构融合为单路结构,以加快模型的推理速度。实验结果表明,以2 300×600大小的图像为输入,模型的测试精度mIoU最高可达到79.7%,并且有效改善了地面交通标志分割不完整和误分割的问题。 展开更多
关键词 地面交通标志识别 语义分割 结构重参数化 非对称卷积
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Intensity Retrieved from Public Monitoring Video——Cases from the May 12,2008,Wenchuan Earthquake 被引量:1
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作者 Yang Xiaolin Wu Zhongliang Xia Min 《Earthquake Research in China》 2008年第3期229-236,共8页
Macroseismic investigation is presented with a new potential means of investigation in the "digital age". In this paper we studied several cases in the May 12, 2008, Wenchuan M_S8.0 earthquake with a view to... Macroseismic investigation is presented with a new potential means of investigation in the "digital age". In this paper we studied several cases in the May 12, 2008, Wenchuan M_S8.0 earthquake with a view to exploring the feasibility of retrieving intensity, or even strong ground motion parameters, from public monitoring video which was originally deployed for security purposes. We used public monitoring video records from 44 sites across the meizoseismal region and its surroundings to estimate the intensity. By using the video from a bank in Dujiangyan, Sichuan Province and making the simple assumption that ground vibration is in the form of a propagating harmonic wave, we estimated that the local ground motion acceleration was 0.14g. 展开更多
关键词 INTENSITY parameters of strong ground motion Public monitoring video macroseismology
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