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Study on the propagation characteristics of seismic waves perpendicular to the earth-rock dam axis 垂直于土石坝轴线的地震波传播特性研究
IF 4.2 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-08-24 DOI: 10.1016/j.soildyn.2024.108907

Geophones are typically arranged along the dam axis when seismic wave methods are used to detect latent hazards. Due to the complexity of the potential hazards and physical parameters inside the dam, the detection results may be inaccurate based on the seismic data in a single direction. The incorporation of seismic data perpendicular to the dam axis will effectively improve the detection accuracy. Mastering the propagation characteristics of seismic waves perpendicular to the earth-rock dam axis are necessitated for seismic data processing and interpretation yet remain a research gap, and the kinematic characteristics of various wave fields are underexplored. Here, an adaptive free boundary treatment scheme at the dam crest and slope is proposed based on the structural features of actual earth-rock dams, and the corresponding difference mode is provided. The full-wavefield simulation of seismic waves perpendicular to the dam axis is achieved using a finite-difference method with a spatial sixth-order and temporal second-order staggered grid. The kinematic characteristics of seismic wave propagation within the dam are elaborated. The layout of geophones perpendicular to the dam axis allows for recording the direct longitudinal wave and direct shear wave penetrating the dam, and surface wave reflection occurs at the crest corners and bottom corners. Influenced by the dam's slope structure, the path lengths of the reflected body waves vary irregularly depending on the locations of receiver points on the dam slope, resulting in irregular travel-time curves in seismic records.

使用地震波方法探测潜在危险时,通常沿大坝轴线布置检波器。由于大坝内部潜在危险和物理参数的复杂性,基于单一方向的地震数据的探测结果可能不准确。加入垂直于坝轴线的地震数据将有效提高探测精度。掌握垂直于土石坝轴线的地震波传播特征是地震数据处理和解释的必要条件,但目前仍是研究空白,对各种波场的运动学特征研究不足。本文根据实际土石坝的结构特点,提出了坝顶和坝坡的自适应自由边界处理方案,并提供了相应的差分模式。采用空间六阶和时间二阶交错网格的有限差分法,对垂直于坝轴线的地震波进行了全波场模拟。详细阐述了地震波在大坝内传播的运动学特征。垂直于大坝轴线的检波器布局可记录穿透大坝的直接纵波和直接剪切波,面波反射发生在坝顶四角和坝底四角。受大坝斜坡结构的影响,反射体波的路径长度随大坝斜坡上接收点位置的不同而变化不规则,从而导致地震记录中出现不规则的走时曲线。
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引用次数: 0
The role of climate change and corrosion modeling strategy in dynamic response of pile-supported wharves 气候变化和腐蚀建模策略在桩基支撑码头动态响应中的作用
IF 4.2 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-08-24 DOI: 10.1016/j.soildyn.2024.108922

This paper explores the fragility of pile-supported wharves to environmental hazards, notably climate change and corrosion, and underscores the critical need to understand the interplay between these factors when assessing structural safety. The research advocates for comprehensive methodologies that encompass climate change effects, aging, and time-dependent deterioration in evaluating the seismic fragility functions of pile-supported wharves. An examination of aging and seismic effects is performed on a representative pile-supported wharf at designated time intervals. This study highlights the pronounced impacts of climate change and corrosion on the structural integrity of concrete and steel in marine environments. Specifically, it considers effects such as sea level rise, increased temperatures, and heightened relative humidity on pile-supported wharves. Additionally, three corrosion pitting configurations in prestressed strands with and without climate change considerations are analyzed to determine their influence on the strength and ductility of materials, limit states, and ultimately, on the fragility curves. The findings indicate that climate change significantly exacerbates the corrosion of materials in pile-supported wharves, and increases failure probability. The relative increase in corrosion rate after 50 years due to climate change is found to be 94%.

本文探讨了桩基支撑的码头在环境危害(尤其是气候变化和腐蚀)面前的脆弱性,并强调了在评估结构安全时了解这些因素之间相互作用的迫切需要。研究主张在评估桩支撑码头的地震脆性功能时,采用包括气候变化影响、老化和随时间变化的劣化在内的综合方法。在指定的时间间隔内,对具有代表性的桩支撑码头进行了老化和地震影响检查。这项研究强调了气候变化和腐蚀对海洋环境中混凝土和钢结构完整性的明显影响。具体来说,它考虑了海平面上升、温度升高和相对湿度增加对桩支撑码头的影响。此外,还分析了预应力钢绞线在考虑和不考虑气候变化因素时的三种腐蚀点蚀配置,以确定它们对材料强度和延展性、极限状态以及最终对脆性曲线的影响。研究结果表明,气候变化大大加剧了桩基支撑码头材料的腐蚀,并增加了失效概率。研究发现,气候变化导致 50 年后腐蚀率相对增加 94%。
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引用次数: 0
Seismic performance of precast UHPC pipe pile with two pile-cap beam connection types: An experimental and numerical study 采用两种桩帽梁连接方式的预制超高性能混凝土管桩的抗震性能:实验和数值研究
IF 4.2 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-08-23 DOI: 10.1016/j.soildyn.2024.108900

To develop an effective pile foundation scheme for earthquake-prone regions, this study introduces a novel pile structure that integrates ultra-high-performance concrete (UHPC) with traditional prestressed high-strength concrete (PHC) pipe piles. The research focuses on assessing the impact of various connection forms between the pile and cap beam on the seismic performance of bridge substructures. Two 1/3-scale specimens were meticulously designed and tested: one featuring a cast-in-place (CIP) connection and the other incorporating precast assembly (PA) connection between the pipe pile and cap beam. Cyclic loading tests were conducted to evaluate the failure mode, lateral capacity, ductility, energy dissipation ability, residual displacement, rebar strain, curvature distribution and rotation of UHPC pipe piles with the two connection forms. The results indicate that the specimen with a CIP connection exhibits a higher horizontal load capacity and stronger energy dissipation ability, while the specimen with the PA connection displays superior self-centering ability, increased ductility, and causes less damage to the cap beam. Finally, finite element models were developed to analyze the effects of design parameters on the seismic performance of the pile connected by the two methods. This research may provide valuable design guidance for incorporating UHPC in pile foundations. To facilitate its practical implementation in engineering projects, further theoretical and experimental research is recommended in this paper.

为开发地震多发地区的有效桩基方案,本研究介绍了一种新型桩基结构,它将超高性能混凝土(UHPC)与传统的预应力高强度混凝土(PHC)管桩结合在一起。研究重点是评估桩和盖梁之间的各种连接形式对桥梁下部结构抗震性能的影响。对两个 1/3 比例的试件进行了精心设计和测试:一个试件采用现浇(CIP)连接,另一个试件在管桩和盖梁之间采用预制装配(PA)连接。通过循环加载试验,对两种连接形式的超高性能混凝土管桩的破坏模式、横向承载力、延展性、消能能力、残余位移、钢筋应变、曲率分布和旋转进行了评估。结果表明,采用 CIP 连接的试样具有更高的水平承载能力和更强的消能能力,而采用 PA 连接的试样则具有更强的自定心能力和延展性,并且对盖梁造成的破坏更小。最后,建立了有限元模型来分析设计参数对两种方法连接的桩抗震性能的影响。这项研究可为在桩基中采用超高性能混凝土提供有价值的设计指导。为促进其在工程项目中的实际应用,本文建议开展进一步的理论和实验研究。
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引用次数: 0
Analytical seismic model for a tunnel with segmental liner buried in the half-space soil 半空间土中埋设分段衬砌隧道的地震分析模型
IF 4.2 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-08-23 DOI: 10.1016/j.soildyn.2024.108920

In this paper, by using the wave function expansion (WFE) and the expansion of the cylindrical wave into plane wave (ECPW) methods, an analytical method for the dynamic response of a circular tunnel with segmental liner buried in the half-space soil to harmonic elastic waves is developed. The liner of the tunnel is supposed to consist of several segments and joints. Both the segments and joints are treated as open cylindrical shells, and the segment and joint shells together thus form an equivalent continuous shell (ECS) liner, and the thin shell theory is utilized to describe its vibration. The scattered wave field due to the presence of the tunnel and boundary of the half-space soil is divided into two parts, namely, the direct scattered wave field and secondary scattered wave field. The expressions for the direct scattered cylindrical waves in the soil is determined via the WFE method, while the secondary scattered waves form the boundary of the half-space soil are obtained by the ECPW method together with the application of the boundary condition along the soil surface. Applying the cylindrical shell theory on the ECS liner and using the Fourier series expansions for the variables and parameters of the ECS liner along the azimuthal direction together with introducing the Fourier component constitutive relation for the ECS liner, a system of equations for the Fourier component ECS displacements are derived with the differential equations for the ECS liner displacements. By using the system of equations, the expressions for the free and scattered wave fields and the continuity conditions at the interface between the liner and soil, the system of equations for the ECS liner coupled with the soil are derived. By using the developed analytical method for the tunnel, some results of the ECS tunnel under different incident waves are given.

本文利用波函数展开(WFE)和圆柱波展开为平面波(ECPW)方法,建立了埋在半空间土壤中的带分段衬砌的圆形隧道对谐波弹性波的动态响应的分析方法。隧道衬砌假定由若干段和接头组成。分段和连接处都被视为开口圆柱壳,因此分段和连接处的壳体共同构成了等效连续壳(ECS)衬砌,并利用薄壳理论来描述其振动。由于隧道和半空间土壤边界的存在,散射波场分为两部分,即直接散射波场和二次散射波场。土壤中的直接散射圆柱波的表达式通过 WFE 方法确定,而半空间土壤边界的二次散射波则通过 ECPW 方法和沿土壤表面的边界条件得到。在 ECS 衬垫上应用圆柱壳理论,对 ECS 衬垫的变量和参数沿方位角方向进行傅里叶级数展开,并引入 ECS 衬垫的傅里叶分量构成关系,得出 ECS 位移的傅里叶分量方程组和 ECS 衬垫位移的微分方程。利用该方程组、自由波场和散射波场的表达式以及衬垫和土壤界面的连续性条件,可导出 ECS 衬垫与土壤耦合的方程组。利用所开发的隧道分析方法,给出了 ECS 隧道在不同入射波下的一些结果。
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引用次数: 0
Re-centering capability of partially self-centering structures with flag-shaped hysteretic behavior subjected to near-fault pulsed ground motion 具有旗形滞后行为的部分自定心结构在近断层脉冲地动作用下的再定心能力
IF 4.2 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-08-22 DOI: 10.1016/j.soildyn.2024.108892

Self-centering structures have become the focus of current research in earthquake engineering due to their excellent re-centering capability. The re-centering capability primarily influences the residual displacement of structures that is an essential index for assessing the performance of post-earthquake functional and withstand subsequent seismic events of structures. The main purpose of this paper is to investigate the re-centering capability of partially self-centering structures with flag-shaped hysteretic behavior subjected to near-fault pulsed ground motion. To this end, the current provisions on residual displacement of structures were first introduced. Then two self-centering energy dissipation braces (SCEBs) with fully re-centering capability and partially centering capability are developed, and their hysteretic behavior are investigated by quasi-static cyclic loading tests. To capture the flag-shaped hysteretic behavior of such self-centering structures, a mathematical restoring force model based on the Bouc-Wen model is developed. It is found that the self-centering capacity of a partially self-centering structure is inversely related to the energy dissipation capacity, resulting in a reciprocal effect on the maximum and residual deformations of the structure under earthquakes. The influence of the critical parameters (including the energy dissipation ratio (β), the post-yield stiffness ratio(α) and pulse period (Tp)) on the re-centering capability of the model is further investigated by using mathematical and statistical methods. Based on these results, the design recommended values of β for models with different α are given, furthermore, a simplified calculation formula for residual displacement of partially self-centering structures is established based on mathematical statistics.

自定心结构因其出色的再定心能力而成为当前地震工程研究的重点。重新定心能力主要影响结构的残余位移,而残余位移是评估结构震后功能性能和抵御后续地震事件的重要指标。本文的主要目的是研究具有旗状滞回行为的部分自定心结构在近断层脉冲地动作用下的再定心能力。为此,首先介绍了有关结构残余位移的现行规定。然后开发了两种具有完全再定心能力和部分定心能力的自定心消能支撑(SCEB),并通过准静力循环加载试验研究了它们的滞回行为。为了捕捉这种自定心结构的旗形滞后行为,建立了一个基于 Bouc-Wen 模型的数学恢复力模型。研究发现,部分自定心结构的自定心能力与能量耗散能力成反比,从而对地震作用下结构的最大变形和残余变形产生相互影响。利用数理统计方法进一步研究了关键参数(包括耗能比(β)、屈服后刚度比(α)和脉冲周期(Tp))对模型重新定心能力的影响。在此基础上,给出了不同 α 模型的 β 设计推荐值,并基于数理统计建立了部分自定心结构残余位移的简化计算公式。
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引用次数: 0
Design response spectrum based on shock-waveform decomposition method 基于冲击波形分解法的设计响应谱
IF 4.2 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-08-21 DOI: 10.1016/j.soildyn.2024.108889

This study applies the shock-waveform (SW) decomposition method, originally developed for mechanical shock analysis, to earthquake ground motions. It reveals a general shape similarity between the envelope of the Pseudo-Spectral Accelerations (PSAs) of SW decomposed components and the PSA of the corresponding ground motion. Based on this similarity, a novel method to determine the characteristic period Tg, the long-period transition period TD, the shape correction period Tβ, and the Design Response Spectrum (DRS) is proposed and evaluated. New methods to determine Tg, TD and Tβ from the signal decomposition perspective are integrated into the normalized DRS in Eurocode 8–2022, enabling the construction of the normalized DRS based on SW method (SWDRS). Furthermore, simple ground motion attenuation regression equations are derived to relate the parameters (Tg, TD, Tβ) and the corresponding spectral ordinates of the normalized SWDRS model with seismic magnitude and site conditions. The SWDRS model is validated by randomly selecting two sites in United States. For each site, the SWDRS is determined by using the attenuation regression equations and the DRS spectral plateau value from the official seismic hazard map. Comparisons between the SWDRS, the latest local DRS, and the severest historical PSA recorded at the specific site demonstrate that the SWDRS provides more accurate spectral values over intermediate- and long-period ranges for structural seismic design.

本研究将最初为机械冲击分析开发的冲击波形(SW)分解方法应用于地震地面运动。它揭示了 SW 分解成分的伪谱加速度(PSA)包络线与相应地面运动的伪谱加速度之间的一般形状相似性。基于这种相似性,提出并评估了一种确定特征周期 Tg、长周期过渡周期 TD、形状修正周期 Tβ 和设计响应谱 (DRS) 的新方法。从信号分解角度确定 Tg、TD 和 Tβ 的新方法被集成到 Eurocode 8-2022 中的归一化 DRS 中,从而构建了基于 SW 方法的归一化 DRS(SWDRS)。此外,还推导出简单的地动衰减回归方程,将归一化 SWDRS 模型的参数(Tg、TD、Tβ)和相应的频谱序数与地震震级和场地条件联系起来。通过在美国随机选择两个地点,对 SWDRS 模型进行了验证。对于每个地点,使用衰减回归方程和官方地震危险图中的 DRS 频谱高原值确定 SWDRS。将 SWDRS、当地最新的 DRS 和特定地点记录的历史上最严重的 PSA 进行比较,结果表明 SWDRS 在中周期和长周期范围内为结构抗震设计提供了更准确的频谱值。
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引用次数: 0
Dynamic reliability and seismic fragility analysis for high concrete-faced rockfill dam slopes subjected to stochastic earthquake and parameter excitation via PDEM 通过 PDEM 对受到随机地震和参数激励的高混凝土面堆石坝边坡进行动态可靠性和地震脆性分析
IF 4.2 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-08-21 DOI: 10.1016/j.soildyn.2024.108915

The randomness of material parameters and earthquake excitation greatly impacts the seismic stability of high concrete-faced rockfill dam (CFRD) slopes. However, no research has comprehensively analyzed the impacts of stochastic earthquake excitations, random parameters and their coupled effects on seismic stability of CFRD slopes and selected a multi-indicator evaluation criterion to carry out performance-based safety assessment. This paper develops a novel and comprehensive framework for evaluating the seismic stability of CFRD slopes based on the generalized probability density evolution method (GPDEM) with high efficiency and accuracy. The effects of three kinds of randomness on seismic stability of CFRD slopes were comprehensively compared and analyzed on the basis of multi-indices (safety factor (FS), cumulative slip displacement and cumulative time with FS < 1.0). Firstly, the nonlinear shear strength parameters of 40 high CFRDs were statistically collected to obtain the statistical characteristics of rockfill material strength parameters of actual CFRD projects. Secondly, three kinds of random samples were generated using generalized F-discrepancy (GF-discrepancy) method and Spectral expression-Random function (SERF) method. Then, the GPDEM was introduced to combine with three indices to perform the stochastic analysis and reliability evaluation. Finally, the fragility analysis of the CFRD slope was conducted. The results reveal that FS is more sensitive to the ground motions randomness, while cumulative slip displacement and cumulative time with FS < 1.0 are more sensitive to the material parameters randomness. The seismic safety evaluation of CFRD slopes based on multiple indices with full consideration of coupled randomness effects is necessary.

材料参数和地震激励的随机性对高混凝土面板堆石坝(CFRD)边坡的抗震稳定性影响很大。然而,目前还没有研究全面分析随机地震激励、随机参数及其耦合效应对 CFRD 边坡抗震稳定性的影响,并选取多指标评价标准进行基于性能的安全评估。本文基于广义概率密度演化法(GPDEM),建立了一个高效、准确的 CFRD 边坡地震稳定性综合评价框架。基于多指标(安全系数(FS)、累积滑移位移、FS <1.0累积时间)综合比较和分析了三种随机性对 CFRD 边坡地震稳定性的影响。首先,统计了 40 个高 CFRD 的非线性抗剪强度参数,得出实际 CFRD 工程填石材料强度参数的统计特征。其次,利用广义 F-差分(GF-差分)法和光谱表达-随机函数(SERF)法生成三种随机样本。然后,引入 GPDEM,结合三种指数进行随机分析和可靠性评估。最后,对 CFRD 边坡进行了脆性分析。结果表明,FS 对地面运动随机性更敏感,而累积滑移位移和累积时间(FS < 1.0)对材料参数随机性更敏感。基于多指标并充分考虑耦合随机性效应的 CFRD 斜坡地震安全性评价是必要的。
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引用次数: 0
Comparative analysis of double and single porosity effects on SH-wave induced vibrations in periodic porous lattices 双孔和单孔对周期性多孔晶格中 SH 波诱导振动影响的比较分析
IF 4 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-08-21 DOI: 10.1016/j.soildyn.2024.108919
Rachaita Dutta, Soumik Das, Hijaz Ahmad, Meghana A.R., Vipin Gupta
The manuscript presents a novel study comparing the impact of single and double porosity on horizontally polarized shear wave (SH-wave) propagation in corrugated elastic void materials. The considered mathematical model comprises two cases; the first one depicts SH-wave propagation through a void porous layer having creased boundaries and resting over a heterogeneous anisotropic fluid-saturated fractured porous half-space, whereas according to the second case, heterogeneous anisotropic fluid-saturated porous semi-infinite medium without fractures has been considered. In both cases, rigidity and density of the half-space vary quadratically with depth. The separable variable method is used to attain the complex frequency equation for each case that leads to two different dispersion relations associated with two distinct wave fronts. The first wave front depends on the void parameters, whereas the second wave front defines the propagation of SH-waves in an elastic layer without void pores. In each case, the complex dispersion relation has been separated into two equations that illustrate the dispersion and attenuation properties of SH-waves. Using the variations in the inhomogeneity, position, fluctuation, flatness, total porosity, and anisotropy parameters, case I and case II have been compared in each graphical execution. In addition, the surface response of shear stress and displacement have been implemented graphically.
手稿介绍了一项新颖的研究,比较了单孔度和双孔度对水平极化剪切波(SH 波)在波纹状弹性空隙材料中传播的影响。所考虑的数学模型包括两种情况:第一种情况描述了 SH 波在具有折皱边界的空隙多孔层中的传播,该空隙多孔层位于异质各向异性流体饱和断裂多孔半空间之上;而第二种情况则考虑了异质各向异性流体饱和多孔半无限介质,该介质不存在断裂。在这两种情况下,半空间的刚度和密度随深度呈二次变化。采用可分离变量法求得每种情况下的复频方程,从而得出与两种不同波前相关的两种不同的频散关系。第一个波前取决于空隙参数,而第二个波前定义了 SH 波在无空隙孔隙的弹性层中的传播。在每种情况下,复杂的频散关系都被分成两个方程,以说明 SH 波的频散和衰减特性。利用不均匀性、位置、波动、平整度、总孔隙率和各向异性参数的变化,在每种图形执行中对情况 I 和情况 II 进行了比较。此外,剪应力和位移的表面响应也以图形方式显示。
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引用次数: 0
Ground motion parameters and damage correlation in plan irregular L-shape steel structure with BRB 带 BRB 的平面不规则 L 型钢结构的地震动参数和损伤相关性
IF 4.2 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-08-20 DOI: 10.1016/j.soildyn.2024.108916

Irregularly designed structures frequently experience greater damage compared to regular buildings as a result of elevated torsional reactions and stress concentration, as indicated by evaluations of damage carried out subsequent to past seismic events. The irregularities in the plan configuration provide significant issues for building seismic design. One example of an irregularity is the re-entrant corners found in L-shaped structures, which can lead to early collapse by causing stress concentration from abrupt changes in stiffness and torsional response amplification. More than ever, a thorough investigation into the relationship between the issue of ground motion parameters (GMPs) and Damage is required because of the complex way that L-shaped buildings respond to earthquakes. The current study examines the relationship between a large number of commonly used GMPs and the associated damage for three-, six-, nine-, and twelve-story 3D buildings—that is, low-, mid, and high-rise structures—with asymmetric L-shaped plan layouts. The system of lateral load resistance that was used was Buckling Restrained Brace Frames (BRBFs). To assess a building's seismic performance, 15 bidirectional earthquake ground motions were applied using Nonlinear Time History Analysis (NTHA) for incident angles of 0°, 45°, 135°, 225°, and 315°. The structural response is reported in terms of the average and maximum inter-story drift as well as the total Park-Ang damage index. The relationship between GMPs and structural damage was then investigated using Pearson's correlation coefficient. The results indicate that the highest link with damage measurements is found for 3- and 6-story structures when looking at the spectral acceleration at the fundamental period, Sa(T1). However, PGD and SMV exhibit a stronger correlation than other GMPs for structures with nine and twelve stories. Additionally, Classification and Regression Trees (CART) is a decision tree algorithm used for predictive modeling. In this study suggested using CART (Classification and Regression Trees) algorithms to estimate the link between GMPs and Damage Indices. The findings demonstrate the ability of CART algorithms to extract the rules and correlations governing earthquake damage.

与规则建筑相比,设计不规则的建筑经常会由于扭转反应和应力集中的加剧而遭受更大的破坏,过去地震事件后进行的破坏评估就表明了这一点。平面构造的不规则性给建筑抗震设计带来了重大问题。其中一个不规则的例子就是 L 型结构中的重入角,这种结构会因刚度的突然变化和扭转反应的放大而导致应力集中,从而导致早期倒塌。由于 L 型建筑对地震的反应非常复杂,因此比以往任何时候都更需要对地面运动参数(GMPs)问题与损坏之间的关系进行深入研究。本次研究针对三层、六层、九层和十二层三维建筑,即低层、中层和高层建筑,以及非对称 L 型平面布局,研究了大量常用地动参数与相关破坏之间的关系。采用的抗侧载系统是屈曲约束支撑框架(BRBFs)。为了评估建筑物的抗震性能,使用非线性时间历程分析法(NTHA)对入射角为 0°、45°、135°、225° 和 315°的 15 种双向地震地面运动进行了评估。结构响应以平均和最大层间漂移以及总 Park-Ang 破坏指数的形式进行报告。然后使用皮尔逊相关系数研究了 GMP 与结构损坏之间的关系。结果表明,3 层和 6 层结构的基期频谱加速度(Sa(T1))与破坏测量值的联系最大。然而,对于 9 层和 12 层的结构,PGD 和 SMV 比其他 GMP 显示出更强的相关性。此外,分类和回归树(CART)是一种用于预测建模的决策树算法。本研究建议使用 CART(分类与回归树)算法来估算 GMP 与损坏指数之间的联系。研究结果表明,CART 算法能够提取地震破坏的规则和相关性。
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引用次数: 0
A non-parametric model of ground motion parameters for shallow crustal earthquakes in Europe 欧洲浅层地壳地震地动参数的非参数模型
IF 4.2 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-08-20 DOI: 10.1016/j.soildyn.2024.108923

The current study focuses on deriving ground motion models (GMMs) for 21 ground motion parameters derived from data sourced from the Engineering Strong Motion (ESM) database. These parameters include Peak Ground Acceleration (PGA), Peak Ground Velocity (PGV), Peak Ground Displacement (PGD), PGV-to-PGA ratio, (V/H) PGA ratio Predominant Frequency (Fp), Central Frequency (Ω), Spectral Parameter (q), Significant Duration (TSig), Root Mean Square Acceleration (Arms), Arias Intensity (Ia), Cumulative Absolute Velocity (CAV), Characteristic Intensity (IC), Acceleration Spectrum Intensity (ASI), Velocity Spectrum Intensity (VSI), Total Energy (Eacc), Spectral Centroid (Ew), Spectral Standard Deviation (Sw), Temporal Centroid (Et), Temporal Standard Deviation (St), and Correlation between time and frequency [ρ(t,ω)]. Both horizontal and vertical components are considered in this study. The inherent random effects within ground motion regression, encompassing inter-event, inter-site, inter-locality, and inter-region variabilities, are addressed using cross-nested mixed effect regression utilizing a non-parametric GMM approach employing Artificial Neural Network (ANN). Quantitative assessment of the models involves correlation coefficients for regression through the origin and error measures like mean squared error and mean absolute error. These findings of the assessment confirm reliable estimates of Ground Motion Parameters (GMPs). A comparison of GMPs computed using the proposed model and those reported in the literature indicated model's superior performance. Furthermore, satisfactory performance of the proposed GMM in ground motion simulation for the ESM region is demonstrated.

当前研究的重点是根据工程强震(ESM)数据库中的数据,为 21 个地动参数推导地动模型(GMM)。这些参数包括峰值地面加速度 (PGA)、峰值地面速度 (PGV)、峰值地面位移 (PGD)、PGV 与 PGA 的比率、(V/H) PGA 比率 主导频率 (Fp)、中心频率 (Ω)、频谱参数 (q)、显著持续时间 (TSig)、均方根加速度 (Arms)、阿里亚斯强度 (Ia)、累积绝对速度 (CAV)、特征强度 (IC)、加速度频谱强度 (ASI)、速度频谱强度 (VSI)、总能量 (Eacc)、频谱中心点 (Ew)、频谱标准偏差 (Sw)、时间中心点 (Et)、时间标准偏差 (St) 以及时间和频率之间的相关性 [ρ(t,ω)]。本研究同时考虑了水平和垂直分量。地动回归中固有的随机效应,包括事件间、站点间、地点间和区域间的变异,采用交叉嵌套混合效应回归,利用人工神经网络(ANN)的非参数 GMM 方法来解决。对模型的定量评估包括通过原点回归的相关系数以及均方误差和平均绝对误差等误差测量。这些评估结果证实了对地震动参数(GMPs)的可靠估计。通过比较使用拟议模型计算的地震动参数和文献报道的地震动参数,可以看出该模型性能优越。此外,建议的 GMM 在 ESM 地区地动模拟中的表现也令人满意。
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Soil Dynamics and Earthquake Engineering
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