首页 > 最新文献

Applied Mechanics Reviews最新文献

英文 中文
Experimental Investigation of Unidirectional Glass-Fiber-Reinforced Plastics under High Strain Rates 单向玻璃纤维增强塑料在高应变速率下的试验研究
1区 工程技术 Q1 MECHANICS Pub Date : 2023-10-26 DOI: 10.3390/applmech4040058
Sören Bieler, Sebastian Haller, Robert Brandt, Kerstin Weinberg
When a vehicle leaves the road, crash barriers stop it and prevent significant damage to the vehicle, its environment, and the occupants. Typically, such protection systems are made of simple steel, but fiber-reinforced composites can efficiently absorb and dissipate the impact energy at high-risk locations. In order to design such protective systems, material parameters under dynamic loading are necessary. Here, split Hopkinson pressure bar tests with unidirectional glass-fiber-reinforced epoxy of 58% glass fiber content are performed. The elastic response at strain rates between 300/s and 700/s in the loading direction parallel and perpendicular to the fiber is determined. From the measured data, a model of the time dependence of the elastic modulus is derived to enable the design engineer to lay out protective systems made of such GFRPs.
当车辆驶离道路时,防撞屏障使其停下来,防止对车辆、环境和乘员造成重大损害。通常,这种防护系统由简单的钢材制成,但纤维增强复合材料可以有效地吸收和消散高风险位置的冲击能量。为了设计这样的保护系统,需要动态载荷下的材料参数。在这里,用玻璃纤维含量为58%的单向玻璃纤维增强环氧树脂进行了劈开霍普金森压力棒试验。测定了平行于纤维和垂直于纤维的加载方向上,应变速率为300 ~ 700/s时的弹性响应。根据测量数据,导出了弹性模量的时间依赖性模型,使设计工程师能够布置由这种gfrp制成的保护系统。
{"title":"Experimental Investigation of Unidirectional Glass-Fiber-Reinforced Plastics under High Strain Rates","authors":"Sören Bieler, Sebastian Haller, Robert Brandt, Kerstin Weinberg","doi":"10.3390/applmech4040058","DOIUrl":"https://doi.org/10.3390/applmech4040058","url":null,"abstract":"When a vehicle leaves the road, crash barriers stop it and prevent significant damage to the vehicle, its environment, and the occupants. Typically, such protection systems are made of simple steel, but fiber-reinforced composites can efficiently absorb and dissipate the impact energy at high-risk locations. In order to design such protective systems, material parameters under dynamic loading are necessary. Here, split Hopkinson pressure bar tests with unidirectional glass-fiber-reinforced epoxy of 58% glass fiber content are performed. The elastic response at strain rates between 300/s and 700/s in the loading direction parallel and perpendicular to the fiber is determined. From the measured data, a model of the time dependence of the elastic modulus is derived to enable the design engineer to lay out protective systems made of such GFRPs.","PeriodicalId":8048,"journal":{"name":"Applied Mechanics Reviews","volume":"7 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134905981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Simple and Effective Method to Evaluate Seismic Maximum Floor Velocities for Steel-Framed Structures with Supplementary Dampers 一种简单有效的附加阻尼器钢框架结构最大楼板速度计算方法
1区 工程技术 Q1 MECHANICS Pub Date : 2023-10-24 DOI: 10.3390/applmech4040057
Alexia Kosmidou, Foteini Konstandakopoulou, Nikos Pnevmatikos, Panagiotis G. Asteris, George Hatzigeorgiou
A new method to evaluate the maximum seismic story velocities for steel buildings is examined here. It is well known that story velocities are vital parameters for the design of steel structures with supplementary dampers. It has been recognized that nonlinear time history analysis is required to achieve an accurate evaluation of actual velocities, but this approach seems to be complicated and time-consuming for practical engineers. For this reason, this paper investigates the inelastic velocity ratio, which can be defined as the ratio of the maximum inelastic velocity to the maximum elastic one for steel buildings. The knowledge of this ratio, a unique factor for the whole structure, can be used to evaluate the maximum inelastic story velocities directly from the elastic counterparts. The proposed study is general and can be used in both ordinary steel structures as well as steel structures with supplemental damping devices. Widespread parametric studies are executed to achieve simple yet effective expressions for inelastic velocity ratios.
本文研究了一种计算钢结构建筑最大地震层速的新方法。众所周知,层速是附加阻尼器钢结构设计的重要参数。人们已经认识到,需要非线性时程分析来实现对实际速度的准确评估,但这种方法对于实际工程师来说似乎是复杂和耗时的。为此,本文研究了非弹性速度比,它可以定义为钢结构的最大非弹性速度与最大弹性速度之比。这个比率是整个结构的一个独特因素,可以用来直接从弹性对应物中评估最大非弹性层速度。所提出的研究具有普遍性,既可用于普通钢结构,也可用于附加阻尼装置的钢结构。进行了广泛的参数研究,以获得简单而有效的非弹性速度比表达式。
{"title":"A Simple and Effective Method to Evaluate Seismic Maximum Floor Velocities for Steel-Framed Structures with Supplementary Dampers","authors":"Alexia Kosmidou, Foteini Konstandakopoulou, Nikos Pnevmatikos, Panagiotis G. Asteris, George Hatzigeorgiou","doi":"10.3390/applmech4040057","DOIUrl":"https://doi.org/10.3390/applmech4040057","url":null,"abstract":"A new method to evaluate the maximum seismic story velocities for steel buildings is examined here. It is well known that story velocities are vital parameters for the design of steel structures with supplementary dampers. It has been recognized that nonlinear time history analysis is required to achieve an accurate evaluation of actual velocities, but this approach seems to be complicated and time-consuming for practical engineers. For this reason, this paper investigates the inelastic velocity ratio, which can be defined as the ratio of the maximum inelastic velocity to the maximum elastic one for steel buildings. The knowledge of this ratio, a unique factor for the whole structure, can be used to evaluate the maximum inelastic story velocities directly from the elastic counterparts. The proposed study is general and can be used in both ordinary steel structures as well as steel structures with supplemental damping devices. Widespread parametric studies are executed to achieve simple yet effective expressions for inelastic velocity ratios.","PeriodicalId":8048,"journal":{"name":"Applied Mechanics Reviews","volume":"40 11-12","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135266476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic Analysis of a Timoshenko–Ehrenfest Single-Walled Carbon Nanotube in the Presence of Surface Effects: The Truncated Theory 表面效应下Timoshenko-Ehrenfest单壁碳纳米管的动力学分析:截断理论
1区 工程技术 Q1 MECHANICS Pub Date : 2023-10-19 DOI: 10.3390/applmech4040056
Maria Anna De Rosa, Isaac Elishakoff, Antonella Onorato, Maria Lippiello
The main objective of this paper is to study the free vibration of a Timoshenko–Ehrenfest single-walled carbon nanotube based on the nonlocal theory and taking surface effects into account. To model these effects on frequency response of nanotubes, we use Eringen’s nonlocal elastic theory and surface elastic theory proposed by Gurtin and Murdoch to modify the governing equation. A modified version of Timoshenko nonlocal elasticity theory—known as the nonlocal truncated Timoshenko beam theory—is put forth to investigate the free vibration behavior of single-walled carbon nanotubes (SWCNTs). Using Hamilton’s principle, the governing equations and the corresponding boundary conditions are derived. Finally, to check the accuracy and validity of the proposed method, some numerical examples are carried out. The impacts of the nonlocal coefficient, surface effects, and nanotube length on the free vibration of single-walled carbon nanotubes (SWCNTs) are evaluated, and the results are compared with those found in the literature. The findings indicate that the length of the nanotube, the nonlocal parameter, and the surface effect all play important roles and should not be disregarded in the vibrational analysis of nanotubes. Finally, the results show how effective and successful the current formulation is at explaining the behavior of nanobeams.
本文的主要目的是基于非局域理论,考虑表面效应,研究Timoshenko-Ehrenfest单壁碳纳米管的自由振动。为了模拟这些对纳米管频率响应的影响,我们使用Eringen的非局部弹性理论和Gurtin和Murdoch提出的表面弹性理论来修改控制方程。提出了一种改进的Timoshenko非局部弹性理论,即非局部截断Timoshenko梁理论,用于研究单壁碳纳米管(SWCNTs)的自由振动行为。利用哈密顿原理,导出了控制方程和相应的边界条件。最后,通过算例验证了所提方法的准确性和有效性。评估了非局部系数、表面效应和纳米管长度对单壁碳纳米管(SWCNTs)自由振动的影响,并将结果与文献结果进行了比较。研究结果表明,纳米管的长度、非局部参数和表面效应在纳米管的振动分析中都起着重要的作用,不可忽视。最后,结果表明,目前的公式是如何有效和成功地解释纳米梁的行为。
{"title":"Dynamic Analysis of a Timoshenko–Ehrenfest Single-Walled Carbon Nanotube in the Presence of Surface Effects: The Truncated Theory","authors":"Maria Anna De Rosa, Isaac Elishakoff, Antonella Onorato, Maria Lippiello","doi":"10.3390/applmech4040056","DOIUrl":"https://doi.org/10.3390/applmech4040056","url":null,"abstract":"The main objective of this paper is to study the free vibration of a Timoshenko–Ehrenfest single-walled carbon nanotube based on the nonlocal theory and taking surface effects into account. To model these effects on frequency response of nanotubes, we use Eringen’s nonlocal elastic theory and surface elastic theory proposed by Gurtin and Murdoch to modify the governing equation. A modified version of Timoshenko nonlocal elasticity theory—known as the nonlocal truncated Timoshenko beam theory—is put forth to investigate the free vibration behavior of single-walled carbon nanotubes (SWCNTs). Using Hamilton’s principle, the governing equations and the corresponding boundary conditions are derived. Finally, to check the accuracy and validity of the proposed method, some numerical examples are carried out. The impacts of the nonlocal coefficient, surface effects, and nanotube length on the free vibration of single-walled carbon nanotubes (SWCNTs) are evaluated, and the results are compared with those found in the literature. The findings indicate that the length of the nanotube, the nonlocal parameter, and the surface effect all play important roles and should not be disregarded in the vibrational analysis of nanotubes. Finally, the results show how effective and successful the current formulation is at explaining the behavior of nanobeams.","PeriodicalId":8048,"journal":{"name":"Applied Mechanics Reviews","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135728780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MechGPT, a Language-Based Strategy for Mechanics and Materials Modeling That Connects Knowledge Across Scales, Disciplines and Modalities MechGPT,一种基于语言的力学和材料建模策略,它连接了跨尺度、学科和模式的知识
1区 工程技术 Q1 MECHANICS Pub Date : 2023-10-19 DOI: 10.1115/1.4063843
Markus J. Buehler
For centuries, researchers have sought out ways to connect disparate areas of knowledge. While early scholars (Galileo, da Vinci, etc.) were experts across fields, specialization has taken hold later. With the advent of Artificial Intelligence, we can now explore relationships across areas (e.g., mechanics-biology) or disparate domains (e.g., failure mechanics-art). To achieve this, we use a fine-tuned Large Language Model (LLM), here for a subset of knowledge in multiscale materials failure. The approach includes the use of a general-purpose LLM to distill question-answer pairs from raw sources followed by LLM fine-tuning. The resulting MechGPT LLM foundation model is used in a series of computational experiments to explore its capacity for knowledge retrieval, various language tasks, hypothesis generation, and connecting knowledge across disparate areas. While the model has some ability to recall knowledge from training, we find that LLMs are particularly useful to extract structural insights through Ontological Knowledge Graphs. These interpretable graph structures provide explanatory insights, frameworks for new research questions, and visual representations of knowledge that also can be used in retrieval-augmented generation. Three versions of MechGPT are discussed, featuring different sizes from 13 billion to 70 billion parameters, and reaching context lengths of more than 10,000 tokens. This provides ample capacity for sophisticated retrieval augmented strategies, as well as agent-based modeling where multiple LLMs interact collaboratively and/or adversarially, the incorporation of new data from the literature or web searches, as well as multimodality.
几个世纪以来,研究人员一直在寻找将不同领域的知识联系起来的方法。虽然早期的学者(伽利略、达·芬奇等)是各个领域的专家,但专业化后来占据了主导地位。随着人工智能的出现,我们现在可以探索跨领域(如力学-生物学)或不同领域(如失效力学-艺术)的关系。为了实现这一点,我们使用了一个微调的大语言模型(LLM),这里是多尺度材料失效的知识子集。该方法包括使用通用LLM从原始资源中提取问题-答案对,然后进行LLM微调。所得到的MechGPT LLM基础模型被用于一系列计算实验,以探索其知识检索、各种语言任务、假设生成和跨不同领域知识连接的能力。虽然该模型具有一定的从训练中回忆知识的能力,但我们发现llm在通过本体知识图提取结构见解方面特别有用。这些可解释的图结构为新的研究问题提供了解释性的见解、框架和知识的可视化表示,也可以用于检索增强生成。本文讨论了MechGPT的三个版本,具有从130亿个到700亿个参数的不同大小,并且上下文长度超过10,000个令牌。这为复杂的检索增强策略提供了充足的能力,以及基于代理的建模,其中多个llm协作和/或对抗交互,合并来自文献或网络搜索的新数据,以及多模态。
{"title":"MechGPT, a Language-Based Strategy for Mechanics and Materials Modeling That Connects Knowledge Across Scales, Disciplines and Modalities","authors":"Markus J. Buehler","doi":"10.1115/1.4063843","DOIUrl":"https://doi.org/10.1115/1.4063843","url":null,"abstract":"For centuries, researchers have sought out ways to connect disparate areas of knowledge. While early scholars (Galileo, da Vinci, etc.) were experts across fields, specialization has taken hold later. With the advent of Artificial Intelligence, we can now explore relationships across areas (e.g., mechanics-biology) or disparate domains (e.g., failure mechanics-art). To achieve this, we use a fine-tuned Large Language Model (LLM), here for a subset of knowledge in multiscale materials failure. The approach includes the use of a general-purpose LLM to distill question-answer pairs from raw sources followed by LLM fine-tuning. The resulting MechGPT LLM foundation model is used in a series of computational experiments to explore its capacity for knowledge retrieval, various language tasks, hypothesis generation, and connecting knowledge across disparate areas. While the model has some ability to recall knowledge from training, we find that LLMs are particularly useful to extract structural insights through Ontological Knowledge Graphs. These interpretable graph structures provide explanatory insights, frameworks for new research questions, and visual representations of knowledge that also can be used in retrieval-augmented generation. Three versions of MechGPT are discussed, featuring different sizes from 13 billion to 70 billion parameters, and reaching context lengths of more than 10,000 tokens. This provides ample capacity for sophisticated retrieval augmented strategies, as well as agent-based modeling where multiple LLMs interact collaboratively and/or adversarially, the incorporation of new data from the literature or web searches, as well as multimodality.","PeriodicalId":8048,"journal":{"name":"Applied Mechanics Reviews","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135730633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Refined and Simplified Simulations for Steel–Concrete–Steel Structures 钢-混凝土-钢结构的精化与简化模拟
1区 工程技术 Q1 MECHANICS Pub Date : 2023-10-18 DOI: 10.3390/applmech4040055
Robine Calixte, Ludovic Jason, Luc Davenne
Steel–concrete–steel (SCS) sandwich structures have gained increasing interest in new constructions. The external steel plates increase the stiffness, the sustainability, and the strength of the structures under some extreme solicitations. Moreover, the use of these plates as lost prefabricated formwork makes SCS structures modular, enabling higher construction rates. However, for a better understanding of the complex behavior of these structures up to failure, refined numerical simulations are needed to consider various local phenomena, such as concrete crushing in compression and interface interactions. Indeed, the highly non-linear steel–concrete interaction around the dowels is the key point of the composite action. In this contribution, a refined methodology is first proposed and applied on a push-out test. It is especially demonstrated that a regularization technique in compression is needed for the concrete model. Interface elements are also developed and associated with a nonlinear constitutive law between steel connectors and external plates. From this refined methodology, simplified numerical modeling is then deduced and validated. Directly applied to an SCS wall-to-wall junction, this simplified strategy enables the reproduction of the overall behavior, including the elastic phase, the degradation of the system, and the failure mode. The response of each component is particularly analyzed, and the key points of the behavior are highlighted.
钢-混凝土-钢(SCS)夹层结构在新型建筑中受到越来越多的关注。外部钢板增加了刚度、可持续性和结构在一些极端条件下的强度。此外,使用这些板作为丢失的预制模板使SCS结构模块化,从而实现更高的施工率。然而,为了更好地理解这些结构直至破坏的复杂行为,需要精确的数值模拟来考虑各种局部现象,例如混凝土在压缩中的破碎和界面相互作用。事实上,销子周围高度非线性的钢-混凝土相互作用是复合作用的关键点。在此贡献中,首先提出了一种改进的方法,并将其应用于推出测试。特别说明了混凝土模型在压缩过程中需要正则化技术。界面单元也被开发并与钢连接件和外板之间的非线性本构律相关联。在此基础上,推导并验证了简化的数值模拟方法。直接应用于SCS壁对壁连接处,这种简化的策略可以再现整体行为,包括弹性阶段、系统退化和失效模式。对各部件的响应进行了详细的分析,并强调了其行为的关键点。
{"title":"Refined and Simplified Simulations for Steel–Concrete–Steel Structures","authors":"Robine Calixte, Ludovic Jason, Luc Davenne","doi":"10.3390/applmech4040055","DOIUrl":"https://doi.org/10.3390/applmech4040055","url":null,"abstract":"Steel–concrete–steel (SCS) sandwich structures have gained increasing interest in new constructions. The external steel plates increase the stiffness, the sustainability, and the strength of the structures under some extreme solicitations. Moreover, the use of these plates as lost prefabricated formwork makes SCS structures modular, enabling higher construction rates. However, for a better understanding of the complex behavior of these structures up to failure, refined numerical simulations are needed to consider various local phenomena, such as concrete crushing in compression and interface interactions. Indeed, the highly non-linear steel–concrete interaction around the dowels is the key point of the composite action. In this contribution, a refined methodology is first proposed and applied on a push-out test. It is especially demonstrated that a regularization technique in compression is needed for the concrete model. Interface elements are also developed and associated with a nonlinear constitutive law between steel connectors and external plates. From this refined methodology, simplified numerical modeling is then deduced and validated. Directly applied to an SCS wall-to-wall junction, this simplified strategy enables the reproduction of the overall behavior, including the elastic phase, the degradation of the system, and the failure mode. The response of each component is particularly analyzed, and the key points of the behavior are highlighted.","PeriodicalId":8048,"journal":{"name":"Applied Mechanics Reviews","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135889944","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nonlinear Normal Modes of Vibrating Mechanical Systems: 10 Years of Progress 振动机械系统的非线性正态:10年的进展
1区 工程技术 Q1 MECHANICS Pub Date : 2023-09-30 DOI: 10.1115/1.4063593
Yuri Mikhlin, Konstantin V. Avramov
Abstract This paper contains review of the theory and applications of nonlinear normal modes, which are developed during last decade. This review has more than 200 references. It is a continuation of two previous review papers of the same authors (Mikhlin Y.V., Avramov K.V.: Nonlinear normal modes for vibrating mechanical systems. Review of Theoretical Developments. Appl. Mech. Rev. 63, 060802 (2010); Avramov, K.V., Mikhlin, Yu.V.: Review of applications of nonlinear normal modes for vibrating mechanical systems. Appl. Mech. Rev. 65, 020801 (2013)). The following theoretical issues of nonlinear normal modes are treated: basic concepts and definitions; application of the normal forms theory for nonlinear modes construction; nonlinear modes in finite degrees of freedom systems; resonances and bifurcations; reduced-order modelling; nonlinear modes in stochastic dynamical systems; numerical methods; identification of mechanical systems using nonlinear modes. The following applied issues of this theory are treated in this review: experimental measurement of nonlinear modes; nonlinear modes in continuous systems; engineering applications (aerospace engineering, power engineering, piecewise-linear systems and structures with dry friction); nonlinear modes in nanostructures and physical systems; targeted energy transfer and absorption problem.
本文综述了近十年来发展起来的非线性正态模态理论及其应用。这篇综述有200多篇参考文献。这是前两篇相同作者的综述论文(Mikhlin y.v., Avramov k.v.)的延续:振动机械系统的非线性正态模态。理论发展回顾。达成。动力机械。Rev. 63, 060802 (2010);Avramov, k.v., Mikhlin, Yu.V:非线性正态模态在振动机械系统中的应用综述。达成。动力机械。Rev. 65, 020801(2013))。处理了以下非线性正态模态的理论问题:基本概念和定义;范式理论在非线性模态构造中的应用有限自由度系统的非线性模态共振和分岔;降维模型;随机动力系统的非线性模态数值方法;使用非线性模态的机械系统辨识。本文讨论了该理论的以下应用问题:非线性模态的实验测量;连续系统的非线性模态;工程应用(航空航天工程,动力工程,分段线性系统和干摩擦结构);纳米结构和物理系统中的非线性模式;目标能量传递和吸收问题。
{"title":"Nonlinear Normal Modes of Vibrating Mechanical Systems: 10 Years of Progress","authors":"Yuri Mikhlin, Konstantin V. Avramov","doi":"10.1115/1.4063593","DOIUrl":"https://doi.org/10.1115/1.4063593","url":null,"abstract":"Abstract This paper contains review of the theory and applications of nonlinear normal modes, which are developed during last decade. This review has more than 200 references. It is a continuation of two previous review papers of the same authors (Mikhlin Y.V., Avramov K.V.: Nonlinear normal modes for vibrating mechanical systems. Review of Theoretical Developments. Appl. Mech. Rev. 63, 060802 (2010); Avramov, K.V., Mikhlin, Yu.V.: Review of applications of nonlinear normal modes for vibrating mechanical systems. Appl. Mech. Rev. 65, 020801 (2013)). The following theoretical issues of nonlinear normal modes are treated: basic concepts and definitions; application of the normal forms theory for nonlinear modes construction; nonlinear modes in finite degrees of freedom systems; resonances and bifurcations; reduced-order modelling; nonlinear modes in stochastic dynamical systems; numerical methods; identification of mechanical systems using nonlinear modes. The following applied issues of this theory are treated in this review: experimental measurement of nonlinear modes; nonlinear modes in continuous systems; engineering applications (aerospace engineering, power engineering, piecewise-linear systems and structures with dry friction); nonlinear modes in nanostructures and physical systems; targeted energy transfer and absorption problem.","PeriodicalId":8048,"journal":{"name":"Applied Mechanics Reviews","volume":"216 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136341570","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Generation of Realistic Cut-In Maneuvers to Support Safety Assessment of Advanced Driver Assistance Systems 生成现实切入机动,以支持先进驾驶辅助系统的安全评估
1区 工程技术 Q1 MECHANICS Pub Date : 2023-09-28 DOI: 10.3390/applmech4040054
Zafer Kayatas, Dieter Bestle, Pascal Bestle, Robin Reick
Advanced Driver Assistance Systems (ADASs) attract constantly growing attention from academics and industry as more and more vehicles are equipped with such technology. Level-3 ADASs, like the DRIVE PILOT from Mercedes-Benz AG, are expected to appear more and more on the market in the next few years. However, automated driving raises new challenges for the system validation required for series approval. The replacement of a human driver as control instance expands the range of variants to be validated and verified. The scenario-based validation approach meets these challenges by simulating only specific safety-critical driving scenarios using software-in-the-loop simulation. According to the current state of the art, various safety-relevant driving scenarios are parameterized as idealized maneuvers which, however, requires a great modeling effort, and at the same time, such simplifications may bias the safety assessment. Therefore, a novel approach using artificial intelligence methods is taken here to generate more realistic driving scenarios. Namely, a generative model based on a variational autoencoder is trained with real-world data and then used to generate trajectories for a specific driving maneuver. Through a comprehensive analysis of the synthetic trajectories, it becomes clear that the generative model can learn and replicate relevant properties of real driving data as well as their probabilistics much better than the mathematical models used so far. Furthermore, it is proven that both the statistical properties and the time characteristics are almost equal to those of the input data.
随着越来越多的车辆配备先进驾驶辅助系统(ADASs), ADASs越来越受到学术界和业界的关注。未来几年,像梅赛德斯-奔驰公司的DRIVE PILOT这样的Level-3 ADASs预计将越来越多地出现在市场上。然而,自动驾驶为系列认证所需的系统验证提出了新的挑战。将人类驱动程序替换为控制实例扩展了要验证和验证的变体的范围。基于场景的验证方法通过使用软件在环仿真只模拟特定的安全关键驾驶场景来应对这些挑战。根据目前的技术水平,各种与安全相关的驾驶场景都被参数化为理想化的机动,然而,这需要大量的建模工作,同时,这种简化可能会影响安全性评估。因此,本文采用了一种使用人工智能方法的新方法来生成更逼真的驾驶场景。也就是说,基于变分自编码器的生成模型是用真实世界的数据训练的,然后用于生成特定驾驶动作的轨迹。通过对合成轨迹的综合分析,可以清楚地看到,生成模型可以学习和复制真实驾驶数据的相关属性以及它们的概率,比目前使用的数学模型要好得多。进一步证明了其统计特性和时间特性与输入数据几乎相等。
{"title":"Generation of Realistic Cut-In Maneuvers to Support Safety Assessment of Advanced Driver Assistance Systems","authors":"Zafer Kayatas, Dieter Bestle, Pascal Bestle, Robin Reick","doi":"10.3390/applmech4040054","DOIUrl":"https://doi.org/10.3390/applmech4040054","url":null,"abstract":"Advanced Driver Assistance Systems (ADASs) attract constantly growing attention from academics and industry as more and more vehicles are equipped with such technology. Level-3 ADASs, like the DRIVE PILOT from Mercedes-Benz AG, are expected to appear more and more on the market in the next few years. However, automated driving raises new challenges for the system validation required for series approval. The replacement of a human driver as control instance expands the range of variants to be validated and verified. The scenario-based validation approach meets these challenges by simulating only specific safety-critical driving scenarios using software-in-the-loop simulation. According to the current state of the art, various safety-relevant driving scenarios are parameterized as idealized maneuvers which, however, requires a great modeling effort, and at the same time, such simplifications may bias the safety assessment. Therefore, a novel approach using artificial intelligence methods is taken here to generate more realistic driving scenarios. Namely, a generative model based on a variational autoencoder is trained with real-world data and then used to generate trajectories for a specific driving maneuver. Through a comprehensive analysis of the synthetic trajectories, it becomes clear that the generative model can learn and replicate relevant properties of real driving data as well as their probabilistics much better than the mathematical models used so far. Furthermore, it is proven that both the statistical properties and the time characteristics are almost equal to those of the input data.","PeriodicalId":8048,"journal":{"name":"Applied Mechanics Reviews","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135425880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Comparative Analysis of the Response-Tracking Techniques in Aerospace Dynamic Systems Using Modal Participation Factors 基于模态参与因子的航空动力系统响应跟踪技术比较分析
1区 工程技术 Q1 MECHANICS Pub Date : 2023-09-26 DOI: 10.3390/applmech4040053
Michelle Guzman Nieto, Sandeep Suresh Babu, Mostafa S. A. ElSayed, Abdel-Hamid Ismail Mourad
Mechanical structural systems are subject to multiple dynamic disturbances during service. While several possible scenarios can be examined to determine their design loading conditions, only a relatively small set of such scenarios is considered critical. Therefore, only such particular deterministic set of critical load cases is commonly employed for the structural design and optimization. Nevertheless, during the design and optimization stages, the mass and stiffness distributions of such assemblies vary, and, in consequence, their dynamic response also varies. Thus, it is important to consider the variations in the dynamic loading conditions during the design-and-optimization cycles. This paper studies the modal participation factors at length and proposes an alternative to the current point-wise treatment of the dynamic equations of motion of flexible bodies during design optimization. First, the most relevant-to-structural-dynamics definitions available in the literature are reviewed in depth. Second, the analysis of those definitions that have the potential to be adopted as point-wise constraint equations during structural optimization is extended. Finally, a proof of concept is presented to demonstrate the usability of each definition, followed by a case study in which the potential advantages of the proposed extended analysis are shown.
机械结构系统在使用过程中会受到多种动态干扰。虽然可以检查几种可能的场景以确定其设计加载条件,但只有相对较小的场景集被认为是关键的。因此,结构设计和优化通常只采用这种特定的确定性临界工况集。然而,在设计和优化阶段,这些组件的质量和刚度分布会发生变化,因此,它们的动态响应也会发生变化。因此,在设计和优化周期中考虑动载荷条件的变化是很重要的。本文对模态参与因子进行了详细的研究,并提出了一种在设计优化过程中替代现有的逐点处理柔性体动力学方程的方法。首先,对文献中最相关的结构动力学定义进行了深入的回顾。其次,对那些在结构优化过程中有可能被采用为逐点约束方程的定义进行了分析。最后,提出了一个概念证明,以展示每个定义的可用性,然后是一个案例研究,其中显示了所提出的扩展分析的潜在优势。
{"title":"A Comparative Analysis of the Response-Tracking Techniques in Aerospace Dynamic Systems Using Modal Participation Factors","authors":"Michelle Guzman Nieto, Sandeep Suresh Babu, Mostafa S. A. ElSayed, Abdel-Hamid Ismail Mourad","doi":"10.3390/applmech4040053","DOIUrl":"https://doi.org/10.3390/applmech4040053","url":null,"abstract":"Mechanical structural systems are subject to multiple dynamic disturbances during service. While several possible scenarios can be examined to determine their design loading conditions, only a relatively small set of such scenarios is considered critical. Therefore, only such particular deterministic set of critical load cases is commonly employed for the structural design and optimization. Nevertheless, during the design and optimization stages, the mass and stiffness distributions of such assemblies vary, and, in consequence, their dynamic response also varies. Thus, it is important to consider the variations in the dynamic loading conditions during the design-and-optimization cycles. This paper studies the modal participation factors at length and proposes an alternative to the current point-wise treatment of the dynamic equations of motion of flexible bodies during design optimization. First, the most relevant-to-structural-dynamics definitions available in the literature are reviewed in depth. Second, the analysis of those definitions that have the potential to be adopted as point-wise constraint equations during structural optimization is extended. Finally, a proof of concept is presented to demonstrate the usability of each definition, followed by a case study in which the potential advantages of the proposed extended analysis are shown.","PeriodicalId":8048,"journal":{"name":"Applied Mechanics Reviews","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134886602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Numerical Analysis of Cracked Double-Beam Systems 裂纹双梁系统的数值分析
1区 工程技术 Q1 MECHANICS Pub Date : 2023-09-24 DOI: 10.3390/applmech4040052
Maria Anna De Rosa, Maria Lippiello
Based on elasticity theory, this paper discusses the static analysis of a cracked double-beam system in the presence of a Winkler-type medium. It is further assumed that the double-beam system is constrained at both ends by elastically flexible springs with transverse and rotational stiffness. Using a variational formulation, the governing static equations are derived and solved using analytical and numerical approaches. In the first approach, closed-form solutions for the displacement functions are obtained based on the Euler–Bernoulli beam theory. In the second approach, the Cell Discretisation Method (CDM) is performed, whereby the two beams are reduced to a set of rigid bars connected by elastic constraints, in which the flexural stiffness of the bars is concentrated. The resulting stiffness matrix is easily deduced, and the governing equations of the static problem can be immediately solved. A comparative analysis is performed to verify the accuracy and validity of the proposed method. The study focuses on the effect of various parameters, including crack depth and position, boundary conditions, elastic medium and slenderness. The validity of the proposed analysis is confirmed by comparing the current results with those obtained from other approaches. In particular, the results obtained by closed-form solution and CDM are compared with the Finite Element Method (FEM). The accuracy of the results was assessed by making comparisons with results found in the literature and reported in the bibliography. It was shown that the proposed algorithm provides a simple and powerful tool for dealing with the static analysis of a double-beam system. Finally, some concluding remarks are made.
本文从弹性理论出发,讨论了温克勒型介质存在时裂纹双梁系统的静力分析问题。进一步假设双梁系统两端受具有横向和转动刚度的弹性弹性弹簧约束。采用变分公式,推导了控制静态方程,并采用解析和数值方法求解。在第一种方法中,基于欧拉-伯努利梁理论得到位移函数的闭型解。在第二种方法中,执行单元离散方法(CDM),其中两个梁被简化为一组由弹性约束连接的刚性杆,其中杆的抗弯刚度集中。由此得到的刚度矩阵可以很容易地推导出来,并且可以立即求解出静力问题的控制方程。通过对比分析验证了所提方法的准确性和有效性。重点研究了裂纹深度和位置、边界条件、弹性介质和长细比等参数的影响。通过与其他方法得到的结果进行比较,证实了所提出分析的有效性。特别地,将封闭解和CDM法的计算结果与有限元法进行了比较。结果的准确性是通过与文献和参考书目中报告的结果进行比较来评估的。结果表明,该算法为处理双梁系统的静力分析提供了一个简单而有力的工具。最后,作了结束语。
{"title":"Numerical Analysis of Cracked Double-Beam Systems","authors":"Maria Anna De Rosa, Maria Lippiello","doi":"10.3390/applmech4040052","DOIUrl":"https://doi.org/10.3390/applmech4040052","url":null,"abstract":"Based on elasticity theory, this paper discusses the static analysis of a cracked double-beam system in the presence of a Winkler-type medium. It is further assumed that the double-beam system is constrained at both ends by elastically flexible springs with transverse and rotational stiffness. Using a variational formulation, the governing static equations are derived and solved using analytical and numerical approaches. In the first approach, closed-form solutions for the displacement functions are obtained based on the Euler–Bernoulli beam theory. In the second approach, the Cell Discretisation Method (CDM) is performed, whereby the two beams are reduced to a set of rigid bars connected by elastic constraints, in which the flexural stiffness of the bars is concentrated. The resulting stiffness matrix is easily deduced, and the governing equations of the static problem can be immediately solved. A comparative analysis is performed to verify the accuracy and validity of the proposed method. The study focuses on the effect of various parameters, including crack depth and position, boundary conditions, elastic medium and slenderness. The validity of the proposed analysis is confirmed by comparing the current results with those obtained from other approaches. In particular, the results obtained by closed-form solution and CDM are compared with the Finite Element Method (FEM). The accuracy of the results was assessed by making comparisons with results found in the literature and reported in the bibliography. It was shown that the proposed algorithm provides a simple and powerful tool for dealing with the static analysis of a double-beam system. Finally, some concluding remarks are made.","PeriodicalId":8048,"journal":{"name":"Applied Mechanics Reviews","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135925986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Detailed Structural Analysis of Cylindrical Steel Tank Subjected to Various Seismic Peak Ground Values Using FSI Approach 用FSI方法对不同地震峰值下的圆柱钢储罐进行详细结构分析
1区 工程技术 Q1 MECHANICS Pub Date : 2023-09-15 DOI: 10.3390/applmech4030051
Yasir Zulfiqar, Asim Zulfiqar, Hafiz Waqar Ahmad, Umer Masood Chaudry, Muhammad Kashif Khan, Tea-Sung Jun
The seismic analysis of ground-supported cylindrical steel tanks subjected to lateral harmonic displacement loadings has been carried out. This paper numerically evaluates the structural response of various tank geometries due to resonant seismic sloshing. The numerical investigation is performed using a two-way fluid structural interaction approach that couples computational fluid dynamics analysis with finite element transient structural analysis. The results of the analysis have been validated using Seismic Design Code (Eurocode 8, part 4). Regarding tank aspect ratio (H/D), five geometries covering slender, medium, and broad structures are analyzed under ten harmonic base excitations. All the geometries are excited at their first convective frequency, whose shape and magnitude are evaluated using modal analysis. The seismic response curves have been developed for each tank model, which reveal the complex and peculiar structural response. It is observed from the tanks’ seismic response that they undergo three transitional stress zones named safe, yielding, and failure zones. The critical loadings and failure duration have also been evaluated for each tank model. This will help to avoid future structural damage by designing liquid-containing structures based on evaluated seismic failure loads.
对地面支撑圆柱钢储罐在横向谐波位移荷载作用下的抗震性能进行了分析。本文对不同形状的储罐在地震晃动作用下的结构响应进行了数值计算。数值研究采用流体-结构双向相互作用方法,将计算流体动力学分析与有限元瞬态结构分析相结合。分析结果已通过抗震设计规范(Eurocode 8, part 4)进行验证。关于储罐长径比(H/D),在十次谐波基激励下分析了细长、中等和宽结构的五种几何形状。所有的几何形状都在它们的第一个对流频率处被激发,其形状和大小用模态分析来评估。对每一种储罐模型的地震反应曲线进行了分析,揭示了储罐结构的复杂和特殊的地震反应。从储罐的地震反应可以看出,储罐经历了安全区、屈服区和破坏区三个过渡应力区。对每个油箱模型的临界载荷和失效持续时间也进行了评估。这将有助于通过设计基于评估地震破坏载荷的含液结构来避免未来的结构损坏。
{"title":"Detailed Structural Analysis of Cylindrical Steel Tank Subjected to Various Seismic Peak Ground Values Using FSI Approach","authors":"Yasir Zulfiqar, Asim Zulfiqar, Hafiz Waqar Ahmad, Umer Masood Chaudry, Muhammad Kashif Khan, Tea-Sung Jun","doi":"10.3390/applmech4030051","DOIUrl":"https://doi.org/10.3390/applmech4030051","url":null,"abstract":"The seismic analysis of ground-supported cylindrical steel tanks subjected to lateral harmonic displacement loadings has been carried out. This paper numerically evaluates the structural response of various tank geometries due to resonant seismic sloshing. The numerical investigation is performed using a two-way fluid structural interaction approach that couples computational fluid dynamics analysis with finite element transient structural analysis. The results of the analysis have been validated using Seismic Design Code (Eurocode 8, part 4). Regarding tank aspect ratio (H/D), five geometries covering slender, medium, and broad structures are analyzed under ten harmonic base excitations. All the geometries are excited at their first convective frequency, whose shape and magnitude are evaluated using modal analysis. The seismic response curves have been developed for each tank model, which reveal the complex and peculiar structural response. It is observed from the tanks’ seismic response that they undergo three transitional stress zones named safe, yielding, and failure zones. The critical loadings and failure duration have also been evaluated for each tank model. This will help to avoid future structural damage by designing liquid-containing structures based on evaluated seismic failure loads.","PeriodicalId":8048,"journal":{"name":"Applied Mechanics Reviews","volume":"137 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135397340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Applied Mechanics Reviews
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1