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Finite element model updating and validating of Runyang Suspension Bridge based on SHMS 被引量:7
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作者 王浩 李爱群 缪长青 《Journal of Southeast University(English Edition)》 EI CAS 2005年第4期474-479,共6页
Based on the finite element (FE) program ANSYS, a three-dimensional model for the Runyang Suspension Bridge (RSB) is established. The structural natural frequency, vibration mode, stress and displacement response ... Based on the finite element (FE) program ANSYS, a three-dimensional model for the Runyang Suspension Bridge (RSB) is established. The structural natural frequency, vibration mode, stress and displacement response under various load cases are given. A new method of FE model updating is presented based on the physical meaning of sensitivity and the penalty function concept. In this method, the structural model is updated by modifying the parameters of design, and validated by structural natural vibration characteristics, stress response as well as displacement response. The design parameters used for updating are bounded according to measured static response and engineering judgment. The FE model of RSB is updated and validated by the measurements coming from the structural health monitoring system (SHMS), and the FE baseline model reflecting the current state of RSB is achieved. Both the dynamic and static results show that the method is effective in updating the FE model of long span suspension bridges. The results obtained provide an important research basis for damage alarming and health monitoring of the RSB. 展开更多
关键词 suspension bridge finite element model updating model validating baseline model structural health monitoring system (SHMS)
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Dynamic finite element model updating using meta-model and genetic algorithm 被引量:3
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作者 费庆国 李爱群 缪长青 《Journal of Southeast University(English Edition)》 EI CAS 2006年第2期213-217,共5页
Current dynamic finite element model updating methods are not efficient or restricted to the problem of local optima. To circumvent these, a novel updating method which integrates the meta-model and the genetic algori... Current dynamic finite element model updating methods are not efficient or restricted to the problem of local optima. To circumvent these, a novel updating method which integrates the meta-model and the genetic algorithm is proposed. Experimental design technique is used to determine the best sampling points for the estimation of polynomial coefficients given the order and the number of independent variables. Finite element analyses are performed to generate the sampling data. Regression analysis is then used to estimate the response surface model to approximate the functional relationship between response features and design parameters on the entire design space. In the fitness evaluation of the genetic algorithm, the response surface model is used to substitute the finite element model to output features with given design parameters for the computation of fitness for the individual. Finally, the global optima that corresponds to the updated design parameter is acquired after several generations of evolution. In the application example, finite element analysis and modal testing are performed on a real chassis model. The finite element model is updated using the proposed method. After updating, root-mean-square error of modal frequencies is smaller than 2%. Furthermore, prediction ability of the updated model is validated using the testing results of the modified structure. The root-mean-square error of the prediction errors is smaller than 2%. 展开更多
关键词 finite element model model updating response surface model genetic algorithm
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Performance Comparison of Two Meta-Model for the Application to Finite Element Model Updating of Structures 被引量:1
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作者 Yang Liu De-Jun Wang +1 位作者 Jun Ma Yang Li 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2014年第3期68-78,共11页
To investigate the application of meta-model for finite element( FE) model updating of structures,the performance of two popular meta-model,i. e.,Kriging model and response surface model( RSM),were compared in detail.... To investigate the application of meta-model for finite element( FE) model updating of structures,the performance of two popular meta-model,i. e.,Kriging model and response surface model( RSM),were compared in detail. Firstly,above two kinds of meta-model were introduced briefly. Secondly,some key issues of the application of meta-model to FE model updating of structures were proposed and discussed,and then some advices were presented in order to select a reasonable meta-model for the purpose of updating the FE model of structures. Finally,the procedure of FE model updating based on meta-model was implemented by updating the FE model of a truss bridge model with the measured modal parameters. The results showed that the Kriging model was more proper for FE model updating of complex structures. 展开更多
关键词 finite element model updating of structures META-model kriging model response surface model
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PRINCIPAL COMPONENT DECOMPOSITION BASED FINITE ELEMENT MODEL UPDATING FOR STRAIN-RATE-DEPENDENCE NONLINEAR DYNAMIC PROBLEMS 被引量:1
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作者 GUO Qintao ZHANG Lingmi TAO Zheng 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2008年第5期70-74,共5页
Thin wail component is utilized to absorb impact energy of a structure. However, the dynamic behavior of such thin-walled structure is highly non-linear with material, geometry and boundary non-linearity. A model upda... Thin wail component is utilized to absorb impact energy of a structure. However, the dynamic behavior of such thin-walled structure is highly non-linear with material, geometry and boundary non-linearity. A model updating and validation procedure is proposed to build accurate finite element model of a frame structure with a non-linear thin-walled component for dynamic analysis. Design of experiments (DOE) and principal component decomposition (PCD) approach are applied to extract dynamic feature from nonlinear impact response for correlation of impact test result and FE model of the non-linear structure. A strain-rate-dependent non-linear model updating method is then developed to build accurate FE model of the structure. Computer simulation and a real frame structure with a highly non-linear thin-walled component are employed to demonstrate the feasibility and effectiveness of the proposed approach. 展开更多
关键词 Strain-rate-dependent finite element model updating Nonlinear dynamics Response surface
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AN UPDATING METHOD FOR LOCAL MODEL ERRORS
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作者 李书 冯太华 范绪箕 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 1995年第2期129-133,共5页
The location of model errors in a stiffness matrix by using test data has been investigated by the others.The present paper deals with the problem of updating stiffness elements in the erroneous areas. Firstly,a model... The location of model errors in a stiffness matrix by using test data has been investigated by the others.The present paper deals with the problem of updating stiffness elements in the erroneous areas. Firstly,a model that bears relation to erroneous elements only is derived.This model is termed local errors model,which reduces orders and computational loads compared with global stiffness matrix. Secondly,an inverse eigenvalue method is used to update model errors. The results of a numerical experiment demonstrate that the method is quite effective. 展开更多
关键词 finite element methods STRUCTURES inverse problem updating method model
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Dynamical Model Updating Based on Modal Tests with Changed Structure
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作者 王轲 杨健 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2014年第1期56-62,共7页
A new approach to modifying the stiffness and mass matrices of finite element models is presented to improve the calculation precision.By measuring the mode frequencies and shapes of both of the original and the new s... A new approach to modifying the stiffness and mass matrices of finite element models is presented to improve the calculation precision.By measuring the mode frequencies and shapes of both of the original and the new structures with changed stiffness and mass,the stiffness and mass matrices of the finite element model can be updated through matrices calculation and solving algebra equations.Taking a multi-freedom model as an example,the relation between the number of the modes and the correction precision of stiffness and mass matrix elements is researched.The facility and precision of the method are totally confirmed especially when the modeling error is known limited to a definite local range.The feasibility of the approach is proven by an effective engineering application to the model updating of a wing piece used in flutter test. 展开更多
关键词 finite element structural dynamics building model model updating modal analysis
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考虑运营荷载的大跨径拱桥层次贝叶斯模型修正方法
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作者 罗岚炘 宋明明 +2 位作者 钟华强 何天涛 孙利民 《振动与冲击》 北大核心 2025年第1期288-297,共10页
现有大跨径桥梁有限元模型修正(finite element model updating,FEMU)方法一般未考虑运营荷载对结构动力特性的影响,导致修正后模型的参数变异性大。鉴于此,提出了一种考虑运营荷载的层次贝叶斯有限元模型修正方法,该方法包含考虑温度... 现有大跨径桥梁有限元模型修正(finite element model updating,FEMU)方法一般未考虑运营荷载对结构动力特性的影响,导致修正后模型的参数变异性大。鉴于此,提出了一种考虑运营荷载的层次贝叶斯有限元模型修正方法,该方法包含考虑温度和交通荷载的概率参数修正、概率响应预测和结构状态评估。首先,根据监测数据的相关性分析结果确定了计算理论频率时需要考虑的荷载。随后,建立了温度-弹性模量线性关系,并基于动态称重(weigh-in-motion,WIM)数据,提出一种车辆荷载估计方法,以在有限元模型中定量考虑运营荷载对结构频率的影响。同时,引入两阶段马尔科夫链蒙特卡洛(Markov chain Monte Carlo,MCMC)采样方法和响应面代理模型,以提高概率模型修正的计算速率。该方法在一座采集了两年监测数据的大跨径拱桥上得到了验证。结果表明,在考虑运营荷载、参数不确定性和建模误差后,实测频率基本处于预测频率的95%置信区间内。最后,基于实测响应和预测响应置信区间提出了一个结构状态指标,并利用该指标检测出该桥的路面铺装更换过程。 展开更多
关键词 有限元模型修正(femu) 层次贝叶斯 运营荷载 大跨径拱桥 结构状态评估
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基于开源程序的大跨桥梁模型更新
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作者 郑俊浩 王达荣 +1 位作者 管仲国 林楷奇 《工程力学》 北大核心 2025年第3期181-190,共10页
大跨桥梁作为重要的基础工程设施,准确评估其即时服役状态、建立高保真数值模型是提升城市交通防灾水平的重要途径,实现上述目标依赖于高效可靠的复杂结构模型更新与分析技术。但已有研究多依赖商业软件平台,存在价格昂贵、算法更新速... 大跨桥梁作为重要的基础工程设施,准确评估其即时服役状态、建立高保真数值模型是提升城市交通防灾水平的重要途径,实现上述目标依赖于高效可靠的复杂结构模型更新与分析技术。但已有研究多依赖商业软件平台,存在价格昂贵、算法更新速度较慢和软件接口复杂等局限性,限制了相关研究的深入发展。因此,该文基于开源有限元分析平台OpenSees和编程语言Python,开发了适用于复杂工程结构模型更新的开源程序框架。基于Python开发了工程结构模型更新所需的高效并行优化算法,进一步编写不同功能模块的软件接口,连接模型分析平台与并行优化算法,实现复杂工程结构模型的并行分析和模型更新。在此基础上,以一个简支梁损伤识别为例,验证了上述计算程序的有效性与计算精度。以苏通大桥振动台试验缩尺模型为研究对象,采用模态置信准则匹配有限元模型和振动台试验获得的模态振型和频率数据,构建模型更新所需的优化函数,采用高性能计算平台,开展试验桥梁的模型更新并验证上述程序框架的计算效率。结果表明,该框架可以实现大跨斜拉桥精细有限元模型的高效更新,匹配实测获得的结构模态数据,各阶计算频率与试验模型的误差在1%以下。进一步地,计算更新后的数值模型在PGA=0.1 g地震动作用下的动力时程响应,与试验数据对比验证了模型更新结果的准确性。研究成果可以为基于开源平台的复杂大跨桥梁的精细化与数据驱动建模提供参考。 展开更多
关键词 开源程序框架 并行优化算法 大跨度桥梁 精细化有限元模型 模型更新
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基于自适应Kriging模型的GARTEUR飞机模型区间模型修正
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作者 陈奕丰 魏莎 +2 位作者 李旭龙 丁虎 陈立群 《动力学与控制学报》 2025年第1期15-22,共8页
采用基于自适应Kriging模型的区间模型修正方法对GARTEUR飞机模型进行了模型修正研究.首先对GARTEUR飞机模型进行了模态分析,并通过Spearman相关性分析结合工程经验,确立了模型中对响应影响较大的材料参数.引入泛灰数理论,将区间模型修... 采用基于自适应Kriging模型的区间模型修正方法对GARTEUR飞机模型进行了模型修正研究.首先对GARTEUR飞机模型进行了模态分析,并通过Spearman相关性分析结合工程经验,确立了模型中对响应影响较大的材料参数.引入泛灰数理论,将区间模型修正问题转化为关于区间上界和区间直径的优化问题.通过一种自适应Kriging模型的构建方法构建出模型输入和响应之间的关系.采用粒子群算法分别求解区间上界和区间直径的目标函数从而完成模型修正.结果表明:修正后参数区间上界和下界的误差满足工程精度要求,模型具有良好的预测能力,验证了所采用的区间模型修正方法的可行性和有效性. 展开更多
关键词 有限元模型修正 区间分析 KRIGING模型 GARTEUR飞机模型
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有限元模型修正中的贝叶斯深度神经网络构架优化设计
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作者 何宇轩 尹涛 王曦 《振动与冲击》 北大核心 2025年第6期184-190,共7页
贝叶斯神经网络(Bayesian neural network,BNN)相较于传统人工神经网络具有更强的噪声鲁棒性,在结构系统识别与健康监测领域逐渐受到关注,目前该领域的相关文献主要集中于单隐含层BNN的应用及其构架设计。具有一定深度的多隐含层构架相... 贝叶斯神经网络(Bayesian neural network,BNN)相较于传统人工神经网络具有更强的噪声鲁棒性,在结构系统识别与健康监测领域逐渐受到关注,目前该领域的相关文献主要集中于单隐含层BNN的应用及其构架设计。具有一定深度的多隐含层构架相比于单隐含层在复杂高维数据拟合上通常具有更强的泛化能力,但针对多隐含层BNN构架优化设计问题的研究目前尚未见报道。该研究旨在针对多隐含层BNN并结合有限元模型修正问题开展构架优化设计研究,发展基于证据对数的多隐含层BNN网络性能定量量度,并提出一种实现多隐含层BNN各隐含层神经元数量同步优化的高效算法,获得针对具体模型修正问题的多隐含层BNN构架优化设计方案。通过基于现场实测模态参数的某大跨度钢结构人行桥模型修正验证了所提出方法的正确性和有效性。 展开更多
关键词 结构系统识别 结构健康监测 有限元模型修正 贝叶斯深度神经网络 构架优化设计
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旋转叶片有限元模型修正研究
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作者 杨宇静 范晨光 邵博 《机械研究与应用》 2025年第1期45-47,共3页
针对旋转叶片的振动特性分析,提出了一种将超单元建模方法与改进型正交模型-正交模态法相结合的有限元模型修正方法。以带旋转的悬臂梁模型为例,使用整体建模方法与超单元建模方法分别建模,通过改进型正交模型-正交模态法进行有限元模... 针对旋转叶片的振动特性分析,提出了一种将超单元建模方法与改进型正交模型-正交模态法相结合的有限元模型修正方法。以带旋转的悬臂梁模型为例,使用整体建模方法与超单元建模方法分别建模,通过改进型正交模型-正交模态法进行有限元模型修正。结果表明,整体建模方法与超单元建模方法的模态仿真结果的频率差小于2%,且具有相同的振型。整体建模方法的修正误差为0.4%,超单元建模方法的修正误差小于0.1%,且超单元建模具有更好的修正效率。研究结果可为旋转叶片的振动特性分析提供一条有效的技术路径。 展开更多
关键词 旋转叶片 有限元模型修正 有限元仿真
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Damage identification method of girder bridges based on finite element model updating and modal strain energy 被引量:12
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作者 NIU Jie ZONG Zhou Hong CHU Fu Peng 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2015年第4期701-711,共11页
A timely and accurate damage identification for bridge structures is essential to prevent sudden failures/collapses and other catastrophic accidents.Based on response surface model(RSM)updating and element modal strai... A timely and accurate damage identification for bridge structures is essential to prevent sudden failures/collapses and other catastrophic accidents.Based on response surface model(RSM)updating and element modal strain energy(EMSE)damage index,this paper proposes a novel damage identification method for girder bridge structures.The effectiveness of the proposed damage identification method is investigated using experiments on four simply supported steel beams.With Xiabaishi Bridge,a prestressed continuous rigid frame bridge with large span,as the engineering background,the proposed damage identification method is validated by using numerical simulation to generate different bearing damage scenarios.Finally,the efficiency of the method is justified by considering its application to identifying cracking damage for a real continuous beam bridge called Xinyihe Bridge.It is concluded that the EMSE damage index is sensitive to the cracking damage and the bearing damage.The locations and levels of multiple cracking damages and bearing damages can be also identified.The results illuminate a great potential of the proposed method in identifying damages of real bridge structures. 展开更多
关键词 damage identification response surface model finite element model updating element modal strain energy damage index girder bridge
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Finite element model updating of a tied-arch bridge using Douglas-Reid method and Rosenbrock optimization algorithm 被引量:10
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作者 Tobia Zordan Bruno Briseghella Tao Liu 《Journal of Traffic and Transportation Engineering(English Edition)》 2014年第4期280-292,共13页
Condition assessment of bridges has become increasingly important. In order to accurately simulate the real bridge, finite element (FE) model updating method is often applied. This paper presents the calibration of ... Condition assessment of bridges has become increasingly important. In order to accurately simulate the real bridge, finite element (FE) model updating method is often applied. This paper presents the calibration of the FE model of a reinforced concrete tied-arch bridge using Douglas-Reid method in combination with Rosenbrock optimization algorithm. Based on original drawings and topographic survey, a FE model of the investigated bridge is created. Eight global modes of vibration of the bridge are identified by ambient vibration tests and the frequency domain decomposition technique. Then, eight structural parameters are selected for FE model updating procedure through sensitivity analysis. Finally, the optimal structural parameters are identified using Rosenbrock optimization algorithm. Results show that although the identified parameters lead to a perfect agreement between approximate and measured natural frequencies, they may not be the optimal variables which minimize the differences between numerical and experimental modal data. However, a satisfied agreement between them is still presented. Hence, FE model updating based on Douglas-Reid method and Rosenbrock optimization algorithm could be used as an alternative to other complex updating procedures. 展开更多
关键词 tied-arch bridge finite element model updating ambient vibration test experimental modal data Douglas-Reid method Rosenbrock algorithm
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Fuzzy finite element model updating of bridges by considering the uncertainty of the measured modal parameters 被引量:7
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作者 LIU Yang DUAN ZhongDong 《Science China(Technological Sciences)》 SCIE EI CAS 2012年第11期3109-3117,共9页
It is significant to consider the effect of uncertainty of the measured modal parameters on the updated finite element(FE) model,especially for updating the FE model of practical bridges,since the uncertainty of the m... It is significant to consider the effect of uncertainty of the measured modal parameters on the updated finite element(FE) model,especially for updating the FE model of practical bridges,since the uncertainty of the measured modal parameters cannot be ignored owing to the application of output-only identification method and the existence of the measured noise.A reasonable method is to define the objective of the FE model updating as the statistical property of the measured modal parameters obtained by conducting couples of identical modal tests,however,it is usually impossible to implement repeated modal test due to the limit of practical situation and economic reason.In this study,a method based on fuzzy finite element(FFM) was proposed in order to consider the effect of the uncertainty of the measured modal parameters on the updated FE model by using the results of a single modal test.The updating parameters of bridges were deemed as fuzzy variables,and then the fuzzification of objective of the FE model updating was proposed to consider the uncertainty of the measured modal parameters.Finally,the effectiveness of the proposed method was verified by updating the FE model of a practical bridge with the measured modal parameters. 展开更多
关键词 BRIDGE finite element model updating fuzzy finite element interval analysis fuzzy theory
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Structural finite element model updating using incomplete ambient vibration modal data 被引量:4
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作者 CHEN HuaPeng TEE KongFah 《Science China(Technological Sciences)》 SCIE EI CAS 2014年第9期1677-1688,共12页
This paper presents an effective approach for updating finite element dynamic model from incomplete modal data identified from ambient vibration measurements.The proposed method is based on the relationship between th... This paper presents an effective approach for updating finite element dynamic model from incomplete modal data identified from ambient vibration measurements.The proposed method is based on the relationship between the perturbation of structural parameters such as stiffness and mass changes and the modal data measurements of the tested structure such as measured mode shape readings.Structural updating parameters including both stiffness and mass parameters are employed to represent the differences in structural parameters between the finite element model and the associated tested structure.These updating parameters are then evaluated by an iterative solution procedure,giving optimised solutions in the least squares sense without requiring an optimisation technique.In order to reduce the influence of modal measurement uncertainty,the truncated singular value decomposition regularization method incorporating the quasi-optimality criterion is employed to produce reliable solutions for the structural updating parameters.Finally,the numerical investigations of a space frame structure and the practical applications to the Canton Tower benchmark problem demonstrate that the proposed method can correctly update the given finite element model using the incomplete modal data identified from the recorded ambient vibration measurements. 展开更多
关键词 finite element model updating dynamic perturbation method regularization algorithm ambient vibration measure-ments Canton Tower benchmark problem
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Beam Approximation for Dynamic Analysis of Launch Vehicles Modelled as Stiffened Cylindrical Shells 被引量:2
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作者 Siyang Piao Huajiang Ouyang Yahui Zhang 《Computer Modeling in Engineering & Sciences》 SCIE EI 2020年第2期571-591,共21页
A beam approximation method for dynamic analysis of launch vehicles modelled as stiffened cylindrical shells is proposed.Firstly,an initial beam model of the stiffened cylindrical shell is established based on the cro... A beam approximation method for dynamic analysis of launch vehicles modelled as stiffened cylindrical shells is proposed.Firstly,an initial beam model of the stiffened cylindrical shell is established based on the cross-sectional area equivalence principle that represents the shell skin and its longitudinal ribs as a beam with annular cross-section,and the circumferential ribs as lumped masses at the nodes of the beam elements.Then,a fine finite element model(FE model)of the stiffened cylindrical shell is constructed and a modal analysis is carried out.Finally,the initial beam model is improved through model updating against the natural frequencies and mode shapes of the fine FE model of the shell.To facilitate the comparison between the mode shapes of the fine FE model of the stiffened shell and the equivalent beam model,a weighted nodal displacement coupling relationship is introduced.To prevent the design parameters used in model updating from converging to incorrect values,a pre-model updating procedure is added before the proper model updating.The results of two examples demonstrate that the beam approximation method presented in this paper can build equivalent beam models of stiffened cylindrical shells which can reflect the global longitudinal,lateral and torsional vibration characteristics very well in terms of the natural frequencies. 展开更多
关键词 finite element method model updating stiffened shell beam approximation model reduction.
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Finite element model updating of a rod-type ultrasonicmotor based on response surface method 被引量:2
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作者 TAO Zheng LIU Xu HU Bin 《Chinese Journal of Acoustics》 CSCD 2018年第1期89-98,共10页
The conventional finite element model (FEM) of a rod-type ultrasonic motor is usually simplified by means of continuous composite structure. Because the actual contact characteristics between the parts of the ultras... The conventional finite element model (FEM) of a rod-type ultrasonic motor is usually simplified by means of continuous composite structure. Because the actual contact characteristics between the parts of the ultrasonic motor is ignored, there is bigger error between the calculated values and experimental results. Aiming at solving problem, a new modeling method of a rod-type ultrasonic motor is presented to obtain a high-accuracy FEM. The bolt pretension and the normal contact stiffness and friction coefficient of the contact surface of ultrasonic motor are all considered in this method, and the significant parameters of working mode of the motor are selected by the response surface method, and the goal of calculating the structural response rapidly is realized by building the response surface model to replace the FEM. The result of finite element model updating shows that the average error of modal frequencies of updated model drops to 0.21% from 1.20%. The accuracy of FEM is obviously improved, which indicates that the FEM updating based on response surface method is of great application value on the design for a rod-type ultrasonic motor. 展开更多
关键词 FEM finite element model updating of a rod-type ultrasonicmotor based on response surface method
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An Improved Model Updating Method of Reduced-Models for Finite Element Model
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作者 李伟明 洪嘉振 《Journal of Shanghai Jiaotong university(Science)》 EI 2010年第3期377-384,共8页
Most of exiting model updating methods based on the substructure matrices did not consider the effect of model reduction process on model updating which led to the updating results could not become more and more accur... Most of exiting model updating methods based on the substructure matrices did not consider the effect of model reduction process on model updating which led to the updating results could not become more and more accurate with the improvement of the model reduction precision and the convergence rate was greatly reduced.In order to solve this problem,this paper analyses the basic reason about this problem,and proposes an improved model updating method of reduced-models,named as improved reduced cross-model cross-mode(IRCMCM) method.The proposed method eliminates the disadvantageous effect by adding a correction term to the model updating formula and employing an iterative process.The results obtained by the referenced method and IRCMCM method are compared by numerical examples of satellite's plates,which indicate the model updating results are more accurate by using the proposed method,and the model updating precision becomes better with the precision of the model reduction upgraded and the convergence rate is improved to a large extent at the same time. 展开更多
关键词 finite element method model updating model reduction ITERATION
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Model Refinement for Offshore Platforms: Experimental Study
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作者 ZHANG Min CHEN Zongli WU Yanjian 《Journal of Ocean University of China》 SCIE CAS CSCD 2017年第4期617-626,共10页
Offshore jacket platforms are widely used in offshore oil and gas exploitation.Finite element models of such structures need to have many degrees of freedom(DOFs) to represent the geometrical detail of complex structu... Offshore jacket platforms are widely used in offshore oil and gas exploitation.Finite element models of such structures need to have many degrees of freedom(DOFs) to represent the geometrical detail of complex structures,thereby leading to incompatibility in the number of DOFs of experimental models.To bring them both to the same order while ensuring that the essential eigen-properties of the refined model match those of experimental models,an extended model refinement procedure is presented in this paper.Vibration testing of an offshore jacket platform model is performed to validate the applicability of the proposed approach.A full-order finite element model of the platform is established and then tuned to meet the measured modal properties identified from the acceleration signals.Both model reduction and modal expansion methods are investigated,as well as various scenarios of sensor arrangements.Upon completion of the refinement,the updated jacket platform model matches the natural frequencies of the measured model well. 展开更多
关键词 jacket platform model refinement model updating model reduction modal expansion finite element method
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A bayesian optimisation methodology for the inverse derivation of viscoplasticity model constants in high strain-rate simulations
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作者 Shannon Ryan Julian Berk +2 位作者 Santu Rana Brodie McDonald Svetha Venkatesh 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2022年第9期1563-1577,共15页
We present an inverse methodology for deriving viscoplasticity constitutive model parameters for use in explicit finite element simulations of dynamic processes using functional experiments, i.e., those which provide ... We present an inverse methodology for deriving viscoplasticity constitutive model parameters for use in explicit finite element simulations of dynamic processes using functional experiments, i.e., those which provide value beyond that of constitutive model development. The developed methodology utilises Bayesian optimisation to minimise the error between experimental measurements and numerical simulations performed in LS-DYNA. We demonstrate the optimisation methodology using high hardness armour steels across three types of experiments that induce a wide range of loading conditions: ballistic penetration, rod-on-anvil, and near-field blast deformation. By utilising such a broad range of conditions for the optimisation, the resulting constitutive model parameters are generalised, i.e., applicable across the range of loading conditions encompassed the by those experiments(e.g., stress states, plastic strain magnitudes, strain rates, etc.). Model constants identified using this methodology are demonstrated to provide a generalisable model with superior predictive accuracy than those derived from conventional mechanical characterisation experiments or optimised from a single experimental condition. 展开更多
关键词 Constitutive modelling finite element Bayesian optimisation finite element model updating
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