首页 > 最新文献

Steel and Composite Structures最新文献

英文 中文
On the mechanics of nanocomposites reinforced by wavy/defected/aggregated nanotubes 波状/缺陷/聚集纳米管增强纳米复合材料的力学研究
IF 4.6 3区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2021-01-01 DOI: 10.12989/SCS.2021.38.5.533
Farshad Heidari, Keivan Taheri, Mehrdad Sheybani, M. Janghorban, A. Tounsi
What is desirable in engineering is to bring the engineering model as close to reality as possible while the simplicity of model is also considered. In recent years, several studies have been performed on nanocomposites but some of these studies are somewhat far from reality. For example, in many of these studies, the carbon nanotubes (CNTs) are assumed completely straight, flawless and uniformly distributed throughout the matrix but by studying nanocomposites, we find that this is not the case. In this paper, three steps have been taken to bring the presented models for nanocomposites closer to reality. One is that assuming the straightness of nanotubes is removed and the waviness is considered. Also, the nanotubes are not considered to be pristine and the influence of defect is included in accordance with reality. In addition, the approximation of uniform distribution of nanotubes is ignored and according to experimental observations, the effect of nanotube aggregation is considered. As far as we know, this is the first study on these three topics together in an article. Moreover, we also include the size effects in our models for nanocomposites. To show the accuracy of our models, our results are calibrated with experimental results and compared with theoretical model. For numerical examples, we present the buckling behaviors of nanocomposites including the size effects using nonlocal theory and compare the results of our models with the results of models with above-mentioned approximations.
在工程中需要的是使工程模型尽可能接近现实,同时也要考虑模型的简单性。近年来,对纳米复合材料进行了一些研究,但其中一些研究与现实存在一定的差距。例如,在许多这类研究中,假设碳纳米管(CNTs)是完全直的,完美的,均匀分布在整个基体中,但通过研究纳米复合材料,我们发现情况并非如此。在本文中,为了使所提出的模型更接近现实,我们采取了三个步骤。一种是假设去除纳米管的直线性,考虑波纹性。同时,根据实际情况考虑了缺陷对纳米管的影响,并没有将其视为原始的。此外,忽略了纳米管均匀分布的近似,根据实验观察,考虑了纳米管聚集的影响。据我们所知,这是第一次在一篇文章中同时研究这三个主题。此外,我们还在纳米复合材料模型中加入了尺寸效应。为了证明我们的模型的准确性,我们的结果与实验结果进行了校准,并与理论模型进行了比较。对于数值算例,我们用非局部理论给出了包含尺寸效应的纳米复合材料的屈曲行为,并将我们的模型结果与上述近似模型的结果进行了比较。
{"title":"On the mechanics of nanocomposites reinforced by wavy/defected/aggregated nanotubes","authors":"Farshad Heidari, Keivan Taheri, Mehrdad Sheybani, M. Janghorban, A. Tounsi","doi":"10.12989/SCS.2021.38.5.533","DOIUrl":"https://doi.org/10.12989/SCS.2021.38.5.533","url":null,"abstract":"What is desirable in engineering is to bring the engineering model as close to reality as possible while the simplicity of model is also considered. In recent years, several studies have been performed on nanocomposites but some of these studies are somewhat far from reality. For example, in many of these studies, the carbon nanotubes (CNTs) are assumed completely straight, flawless and uniformly distributed throughout the matrix but by studying nanocomposites, we find that this is not the case. In this paper, three steps have been taken to bring the presented models for nanocomposites closer to reality. One is that assuming the straightness of nanotubes is removed and the waviness is considered. Also, the nanotubes are not considered to be pristine and the influence of defect is included in accordance with reality. In addition, the approximation of uniform distribution of nanotubes is ignored and according to experimental observations, the effect of nanotube aggregation is considered. As far as we know, this is the first study on these three topics together in an article. Moreover, we also include the size effects in our models for nanocomposites. To show the accuracy of our models, our results are calibrated with experimental results and compared with theoretical model. For numerical examples, we present the buckling behaviors of nanocomposites including the size effects using nonlocal theory and compare the results of our models with the results of models with above-mentioned approximations.","PeriodicalId":51177,"journal":{"name":"Steel and Composite Structures","volume":"38 1","pages":"533-545"},"PeriodicalIF":4.6,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66590476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 60
Transient memory response of a thermoelectric half-space with temperature-dependent thermal conductivity and exponentially graded modulii 热电半空间的瞬态记忆响应与温度相关的热导率和指数梯度模量
IF 4.6 3区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2021-01-01 DOI: 10.12989/SCS.2021.38.4.447
M. Ezzat
In this work, we consider a problem in the context of thermoelectric materials with memory-dependent derivative for a half space which is assumed to have variable thermal conductivity depending on the temperature. The Lame's modulii of the half space material is taken as a function of the vertical distance from the surface of the medium. The surface is traction free and subjected to a time dependent thermal shock. The problem was solved by using the Laplace transform method together with the perturbation technique. The obtained results are discussed and compared with the solution when Lame's modulii are constants. Numerical results are computed and represented graphically for the temperature, displacement and stress distributions. Affectability investigation is performed to explore the thermal impacts of a kernel function and a time-delay parameter that are characteristic of memory dependent derivative heat transfer in the behavior of tissue temperature. The correlations are made with the results obtained in the case of the absence of memory-dependent derivative parameters.
在这项工作中,我们考虑了一个具有半空间记忆相关导数的热电材料的问题,该空间假定具有随温度变化的热导率。将半空间材料的拉梅模量作为与介质表面垂直距离的函数。表面是无牵引力的,并受到时间相关的热冲击。采用拉普拉斯变换法结合微扰技术解决了这一问题。讨论了所得结果,并与拉梅模量为常数时的解进行了比较。计算了温度、位移和应力分布的数值结果,并用图形表示。进行了影响性调查,以探讨核函数和时滞参数的热影响,这是记忆依赖的导数传热在组织温度行为中的特征。在没有记忆相关的导数参数的情况下,得到了相关的结果。
{"title":"Transient memory response of a thermoelectric half-space with temperature-dependent thermal conductivity and exponentially graded modulii","authors":"M. Ezzat","doi":"10.12989/SCS.2021.38.4.447","DOIUrl":"https://doi.org/10.12989/SCS.2021.38.4.447","url":null,"abstract":"In this work, we consider a problem in the context of thermoelectric materials with memory-dependent derivative for a half space which is assumed to have variable thermal conductivity depending on the temperature. The Lame's modulii of the half space material is taken as a function of the vertical distance from the surface of the medium. The surface is traction free and subjected to a time dependent thermal shock. The problem was solved by using the Laplace transform method together with the perturbation technique. The obtained results are discussed and compared with the solution when Lame's modulii are constants. Numerical results are computed and represented graphically for the temperature, displacement and stress distributions. Affectability investigation is performed to explore the thermal impacts of a kernel function and a time-delay parameter that are characteristic of memory dependent derivative heat transfer in the behavior of tissue temperature. The correlations are made with the results obtained in the case of the absence of memory-dependent derivative parameters.","PeriodicalId":51177,"journal":{"name":"Steel and Composite Structures","volume":"38 1","pages":"447-462"},"PeriodicalIF":4.6,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66589607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Experimental and numerical investigation on post-earthquake fire behaviour of the circular concrete-filled steel tube columns 圆形钢管混凝土柱震后防火性能的试验与数值研究
IF 4.6 3区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2021-01-01 DOI: 10.12989/SCS.2021.38.1.017
Yu-Hang Wang, Q. Tang, M. Su, Ji-Ke Tan, Weiyong Wang, Yong-Sen Lan, Xiaowei Deng, Y. Bai, W. Luo, Xiaohong Li, Jiulin Bai
Post-earthquake fire is a common disaster which causes serious safety issues to infrastructures. This study aims to investigate the residual loading capacities of circular concrete-filled steel tube (CFST) columns under post-earthquake fire experimentally and numerically. The experimental programme contains two loading steps - pre-damage cyclic loading at room temperature and transient state tests with constant compression loads. Three finite element models are developed and validated against the test results. Upon validation, a total of 48 numerical results were generated in the parametric study to investigate the effects of thickness and strengths of steel tube, axial compression ratio and damage degree on the fire resistance of circular CFST columns. Based on the analysis on experimental and numerical results, the loading mechanism of circular CFST columns is discussed. A design method is proposed for the prediction of fire resistance time under different seismic pre-damage and compression loads. The predictions by the new method is compared with the newly generated experimental and numerical results and is found to be accurate and consistent with the mean value close to the unity and a coefficient of variation around 1%.
地震后火灾是一种常见的灾害,给基础设施带来严重的安全问题。本文研究了圆形钢管混凝土柱在震后火灾作用下的剩余承载能力。试验程序包括两个加载步骤-室温预损伤循环加载和恒定压缩加载的瞬态试验。建立了三种有限元模型,并根据试验结果进行了验证。验证后,参数化研究共生成48个数值结果,研究钢管厚度和强度、轴压比和损伤程度对CFST圆形柱耐火性能的影响。在对试验结果和数值结果进行分析的基础上,探讨了圆形钢管混凝土柱的受力机理。提出了不同地震预损伤和压缩载荷下的耐火时间预测设计方法。将新方法的预测结果与新生成的实验和数值结果进行了比较,发现新方法的预测结果准确,与接近1的平均值一致,变异系数在1%左右。
{"title":"Experimental and numerical investigation on post-earthquake fire behaviour of the circular concrete-filled steel tube columns","authors":"Yu-Hang Wang, Q. Tang, M. Su, Ji-Ke Tan, Weiyong Wang, Yong-Sen Lan, Xiaowei Deng, Y. Bai, W. Luo, Xiaohong Li, Jiulin Bai","doi":"10.12989/SCS.2021.38.1.017","DOIUrl":"https://doi.org/10.12989/SCS.2021.38.1.017","url":null,"abstract":"Post-earthquake fire is a common disaster which causes serious safety issues to infrastructures. This study aims to investigate the residual loading capacities of circular concrete-filled steel tube (CFST) columns under post-earthquake fire experimentally and numerically. The experimental programme contains two loading steps - pre-damage cyclic loading at room temperature and transient state tests with constant compression loads. Three finite element models are developed and validated against the test results. Upon validation, a total of 48 numerical results were generated in the parametric study to investigate the effects of thickness and strengths of steel tube, axial compression ratio and damage degree on the fire resistance of circular CFST columns. Based on the analysis on experimental and numerical results, the loading mechanism of circular CFST columns is discussed. A design method is proposed for the prediction of fire resistance time under different seismic pre-damage and compression loads. The predictions by the new method is compared with the newly generated experimental and numerical results and is found to be accurate and consistent with the mean value close to the unity and a coefficient of variation around 1%.","PeriodicalId":51177,"journal":{"name":"Steel and Composite Structures","volume":"38 1","pages":"17-31"},"PeriodicalIF":4.6,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66588468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 2
Plastic analysis of steel arches and framed structures with various cross sections 不同截面钢拱和框架结构的塑性分析
IF 4.6 3区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2021-01-01 DOI: 10.12989/SCS.2021.38.3.257
Jéssica Lorrany e Silva, Lidiane R. R. M. Deus, Í. Lemes, R. Silveira
This paper presents a displacement-based numerical methodology following the Euler-Bernoulli theory to simulate the 2 nonlinear behavior of steel structures. It is worth emphasizing the adoption of co-rotational finite element formulations considering large displacements and rotations and an inelastic material behavior. The numerical procedures proposed considers plasticity concentrated at the finite elements nodes, and the simulation of the steel nonlinear behavior is approached via the Strain Compatibility Method (SCM), where the material constitutive relation is used explicitly. The SCM is also applied in determining the sections bearing capacity. Moreover, the present numerical approach is not limited to a specific structural member cross-sectional typology, with the residual stress models introduced explicitly in subareas of steel cross-sections generated by a 2D discretization. Finally, results consistent with the literature and with low processing time are presented.
本文根据欧拉-伯努利理论,提出了一种基于位移的数值方法来模拟钢结构的非线性行为。值得强调的是,考虑到大位移和大旋转以及材料的非弹性特性,采用共旋转有限元公式。提出的数值计算方法考虑了集中在有限元节点的塑性,并采用应变协调法(SCM)对钢的非线性行为进行了模拟,其中明确使用了材料的本构关系。在确定截面承载力时,也应用了SCM。此外,目前的数值方法并不局限于特定的结构构件截面类型,通过二维离散化生成的钢截面子区域明确引入了残余应力模型。最后给出了与文献一致且处理时间短的结果。
{"title":"Plastic analysis of steel arches and framed structures with various cross sections","authors":"Jéssica Lorrany e Silva, Lidiane R. R. M. Deus, Í. Lemes, R. Silveira","doi":"10.12989/SCS.2021.38.3.257","DOIUrl":"https://doi.org/10.12989/SCS.2021.38.3.257","url":null,"abstract":"This paper presents a displacement-based numerical methodology following the Euler-Bernoulli theory to simulate the 2 nonlinear behavior of steel structures. It is worth emphasizing the adoption of co-rotational finite element formulations considering large displacements and rotations and an inelastic material behavior. The numerical procedures proposed considers plasticity concentrated at the finite elements nodes, and the simulation of the steel nonlinear behavior is approached via the Strain Compatibility Method (SCM), where the material constitutive relation is used explicitly. The SCM is also applied in determining the sections bearing capacity. Moreover, the present numerical approach is not limited to a specific structural member cross-sectional typology, with the residual stress models introduced explicitly in subareas of steel cross-sections generated by a 2D discretization. Finally, results consistent with the literature and with low processing time are presented.","PeriodicalId":51177,"journal":{"name":"Steel and Composite Structures","volume":"38 1","pages":"257-270"},"PeriodicalIF":4.6,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66589159","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 3
Research on shear distribution of perfobond connector groups with rubber rings 带橡胶环的全粘接接头组剪切分布研究
IF 4.6 3区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2021-01-01 DOI: 10.12989/SCS.2021.38.4.399
Yangqing Liu, H. Xin, Yuqing Liu
{"title":"Research on shear distribution of perfobond connector groups with rubber rings","authors":"Yangqing Liu, H. Xin, Yuqing Liu","doi":"10.12989/SCS.2021.38.4.399","DOIUrl":"https://doi.org/10.12989/SCS.2021.38.4.399","url":null,"abstract":"","PeriodicalId":51177,"journal":{"name":"Steel and Composite Structures","volume":"38 1","pages":"399-414"},"PeriodicalIF":4.6,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66589765","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Optimized stiffener detailing for shear links in eccentrically braced frames 优化加劲详述剪切链接在偏心支撑框架
IF 4.6 3区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2021-01-01 DOI: 10.12989/SCS.2021.39.1.035
Y. Özkılıç
{"title":"Optimized stiffener detailing for shear links in eccentrically braced frames","authors":"Y. Özkılıç","doi":"10.12989/SCS.2021.39.1.035","DOIUrl":"https://doi.org/10.12989/SCS.2021.39.1.035","url":null,"abstract":"","PeriodicalId":51177,"journal":{"name":"Steel and Composite Structures","volume":"39 1","pages":"35-50"},"PeriodicalIF":4.6,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66590828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 11
An approach for partial strengthening of circular RC columns using outer steel tube 钢筋混凝土圆形柱外筒局部加固方法研究
IF 4.6 3区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2021-01-01 DOI: 10.12989/SCS.2021.38.6.739
Ju-young Hwang, H. Kwak
This paper introduces an improved design equation to evaluate the resisting capacity of circular reinforced concrete (RC) columns partially strengthened with outer steel tube. When RC column members are required to be strengthened according to the change in the loadings considered and/or the deterioration progress in columns, wrapping up RC column with steel circular tube, which takes the form of concrete filled steel tube (CFST), has been popularly considered because of its structural advantage induced from the confinement effect. However, the relatively high construction cost of steel tube is restricting its use to the required region, while deriving the shape of a partial CFST column. To evaluate the resisting capacity of a partial CFST column, numerical analyses need to be performed, and a numerical model proposed in the previous study for the numerical analysis of full CFST columns is used to conduct parametric studies for the introduction of a design equation. The bond-slip effect developed along the interface between the in-filled concrete and the exterior steel tube is taken into consideration and the validity of the numerical model has been established through correlation studies between experimental data and numerical results for partial CFST circular columns. Moreover, parametric studies make it possible to introduce a design equation for determining the optimum length of outer steel tube which produces partial CFST circular columns.
本文介绍了一种改进的外钢管部分加固圆形钢筋混凝土柱抗压能力评估设计方程。当钢筋混凝土柱构件需要根据所考虑荷载的变化和/或柱的劣化进度进行加固时,钢管混凝土(CFST)形式的钢圆管包裹钢筋混凝土柱由于其约束效应所带来的结构优势而被广泛考虑。然而,相对较高的施工成本限制了钢管的使用范围,同时推导了部分钢管混凝土柱的形状。为了评估部分CFST柱的抗压能力,需要进行数值分析,采用前人研究中提出的全CFST柱数值分析的数值模型进行参数化研究,引入设计方程。通过对部分钢管混凝土圆柱的试验数据与数值结果的相关性研究,考虑了沿混凝土与外钢管界面方向发展的粘结滑移效应,验证了数值模型的有效性。此外,参数化研究使得引入设计方程来确定产生部分CFST圆柱的最佳外钢管长度成为可能。
{"title":"An approach for partial strengthening of circular RC columns using outer steel tube","authors":"Ju-young Hwang, H. Kwak","doi":"10.12989/SCS.2021.38.6.739","DOIUrl":"https://doi.org/10.12989/SCS.2021.38.6.739","url":null,"abstract":"This paper introduces an improved design equation to evaluate the resisting capacity of circular reinforced concrete (RC) columns partially strengthened with outer steel tube. When RC column members are required to be strengthened according to the change in the loadings considered and/or the deterioration progress in columns, wrapping up RC column with steel circular tube, which takes the form of concrete filled steel tube (CFST), has been popularly considered because of its structural advantage induced from the confinement effect. However, the relatively high construction cost of steel tube is restricting its use to the required region, while deriving the shape of a partial CFST column. To evaluate the resisting capacity of a partial CFST column, numerical analyses need to be performed, and a numerical model proposed in the previous study for the numerical analysis of full CFST columns is used to conduct parametric studies for the introduction of a design equation. The bond-slip effect developed along the interface between the in-filled concrete and the exterior steel tube is taken into consideration and the validity of the numerical model has been established through correlation studies between experimental data and numerical results for partial CFST circular columns. Moreover, parametric studies make it possible to introduce a design equation for determining the optimum length of outer steel tube which produces partial CFST circular columns.","PeriodicalId":51177,"journal":{"name":"Steel and Composite Structures","volume":"38 1","pages":"739"},"PeriodicalIF":4.6,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66591011","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Predicting the splitting tensile strength of concrete using an equilibrium optimization model 用平衡优化模型预测混凝土劈裂抗拉强度
IF 4.6 3区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2021-01-01 DOI: 10.12989/SCS.2021.39.1.081
Yinghao Zhao, X. Zhong, L. K. Foong
Splitting tensile strength (STS) is an important mechanical parameter of concrete. This study offers novel methodologies for the early prediction of this parameter. Artificial neural network (ANN), which is a leading predictive method, is synthesized with two metaheuristic algorithms, namely atom search optimization (ASO) and equilibrium optimizer (EO) to achieve an optimal tuning of the weights and biases. The models are applied to data collected from the published literature. The sensitivity of the ASO and EO to the population size is first investigated, and then, proper configurations of the ASO-NN and EO-NN are compared to the conventional ANN. Evaluating the prediction results revealed the excellent efficiency of EO in optimizing the ANN. Accuracy improvements attained by this algorithm were 13.26 and 11.41% in terms of root mean square error and mean absolute error, respectively. Moreover, it raised the correlation from 0.89958 to 0.92722. This is while the results of the conventional ANN were slightly better than ASO-NN. The EO was also a faster optimizer than ASO. Based on these findings, the combination of the ANN and EO can be an efficient non-destructive tool for predicting the STS.
劈裂抗拉强度是混凝土的重要力学参数。本研究为该参数的早期预测提供了新的方法。人工神经网络(ANN)是一种领先的预测方法,它与原子搜索优化(ASO)和平衡优化(EO)两种元启发式算法相结合,实现了权重和偏差的最优调整。这些模型应用于从已发表的文献中收集的数据。首先研究了ASO- nn和EO- nn对种群大小的敏感性,然后比较了ASO- nn和EO- nn与传统神经网络的合理配置。通过对预测结果的评价,可以看出EO在优化人工神经网络方面具有优异的效率。在均方根误差和平均绝对误差方面,该算法的准确率分别提高了13.26%和11.41%。并且将相关系数从0.89958提高到0.92722。而传统神经网络的结果略好于ASO-NN。EO也是一个比ASO更快的优化器。基于这些发现,人工神经网络和自适应神经网络的结合可以成为一种有效的非破坏性预测STS的工具。
{"title":"Predicting the splitting tensile strength of concrete using an equilibrium optimization model","authors":"Yinghao Zhao, X. Zhong, L. K. Foong","doi":"10.12989/SCS.2021.39.1.081","DOIUrl":"https://doi.org/10.12989/SCS.2021.39.1.081","url":null,"abstract":"Splitting tensile strength (STS) is an important mechanical parameter of concrete. This study offers novel methodologies for the early prediction of this parameter. Artificial neural network (ANN), which is a leading predictive method, is synthesized with two metaheuristic algorithms, namely atom search optimization (ASO) and equilibrium optimizer (EO) to achieve an optimal tuning of the weights and biases. The models are applied to data collected from the published literature. The sensitivity of the ASO and EO to the population size is first investigated, and then, proper configurations of the ASO-NN and EO-NN are compared to the conventional ANN. Evaluating the prediction results revealed the excellent efficiency of EO in optimizing the ANN. Accuracy improvements attained by this algorithm were 13.26 and 11.41% in terms of root mean square error and mean absolute error, respectively. Moreover, it raised the correlation from 0.89958 to 0.92722. This is while the results of the conventional ANN were slightly better than ASO-NN. The EO was also a faster optimizer than ASO. Based on these findings, the combination of the ANN and EO can be an efficient non-destructive tool for predicting the STS.","PeriodicalId":51177,"journal":{"name":"Steel and Composite Structures","volume":"39 1","pages":"81"},"PeriodicalIF":4.6,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66591255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 41
Numerical investigation on the flexural links of eccentrically braced frames with web openings 带腹板开口偏心支撑框架弯曲连接的数值研究
IF 4.6 3区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2021-01-01 DOI: 10.12989/SCS.2021.39.2.171
S. Erfani, A. Vakili, Vahid Akrami
{"title":"Numerical investigation on the flexural links of eccentrically braced frames with web openings","authors":"S. Erfani, A. Vakili, Vahid Akrami","doi":"10.12989/SCS.2021.39.2.171","DOIUrl":"https://doi.org/10.12989/SCS.2021.39.2.171","url":null,"abstract":"","PeriodicalId":51177,"journal":{"name":"Steel and Composite Structures","volume":"39 1","pages":"171"},"PeriodicalIF":4.6,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66591738","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Elastic stiffness of stud connection in composite structures 复合结构中螺柱连接的弹性刚度
IF 4.6 3区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2021-01-01 DOI: 10.12989/SCS.2021.39.4.419
X. Qin, Guotao Yang
In composite structures, shear connectors are crucial components to resist the relative slip between the steel and concrete, and thereby to achieve the composite actions. In the service stage, composite structures are usually in elastic state, so the elastic stiffness of the shear connection is a quite important parameter in the structural analysis of composite structures. Nevertheless, the existing studies mainly focus on the load-slip relationship rather than the tangent stiffness at the initial elastic stage. Furthermore, when composite beams subjected to torque or local load, shear connections are affected by both tensile force and shear force. However, the stiffness of shear connections under combined effects appears not to have been discussed hitherto. This paper investigates the initial elastic stiffness of stud connections under combined effects of biaxial forces. The initial expression and the relevant parameters are obtained by establishing a simplified analytical model of the stud connection. Afterwards, parametric finite element analysis is performed to investigate the effects of the relevant factors, including the stud length, stud diameter, elastic modulus of concrete, elastic modulus of steel and volume ratio of reinforcement. The feasibility of the proposed modelling has been proved by comparing with sufficient experimental tests. Based on the analytical analysis and the extensive numerical simulations, design equations for predicting the initial elastic stiffness of stud connections are proposed. The comparison between the equations and the data of finite element models demonstrates that the equations are accurate enough to serve for engineering communities.
在组合结构中,剪力连接件是抵抗钢与混凝土之间的相对滑移,从而实现组合作用的关键部件。在服役阶段,组合结构通常处于弹性状态,因此剪切连接的弹性刚度是组合结构分析中一个非常重要的参数。然而,现有的研究主要集中在荷载-滑移关系上,而不是在初始弹性阶段的切向刚度。此外,当组合梁受扭力或局部荷载作用时,剪力连接同时受拉力和剪力的影响。然而,在联合作用下剪切连接的刚度似乎尚未得到讨论。本文研究了双轴力联合作用下螺柱连接的初始弹性刚度。通过建立螺柱连接的简化解析模型,得到了螺柱连接的初始表达式及相关参数。然后,进行参数化有限元分析,考察柱长、柱径、混凝土弹性模量、钢材弹性模量、配筋体积比等相关因素对结构的影响。通过与充分的试验对比,证明了所提模型的可行性。在解析分析和大量数值模拟的基础上,提出了预测螺柱连接初始弹性刚度的设计方程。通过与有限元模型数据的比较表明,所建立的方程具有较高的精度,可以为工程界服务。
{"title":"Elastic stiffness of stud connection in composite structures","authors":"X. Qin, Guotao Yang","doi":"10.12989/SCS.2021.39.4.419","DOIUrl":"https://doi.org/10.12989/SCS.2021.39.4.419","url":null,"abstract":"In composite structures, shear connectors are crucial components to resist the relative slip between the steel and concrete, and thereby to achieve the composite actions. In the service stage, composite structures are usually in elastic state, so the elastic stiffness of the shear connection is a quite important parameter in the structural analysis of composite structures. Nevertheless, the existing studies mainly focus on the load-slip relationship rather than the tangent stiffness at the initial elastic stage. Furthermore, when composite beams subjected to torque or local load, shear connections are affected by both tensile force and shear force. However, the stiffness of shear connections under combined effects appears not to have been discussed hitherto. This paper investigates the initial elastic stiffness of stud connections under combined effects of biaxial forces. The initial expression and the relevant parameters are obtained by establishing a simplified analytical model of the stud connection. Afterwards, parametric finite element analysis is performed to investigate the effects of the relevant factors, including the stud length, stud diameter, elastic modulus of concrete, elastic modulus of steel and volume ratio of reinforcement. The feasibility of the proposed modelling has been proved by comparing with sufficient experimental tests. Based on the analytical analysis and the extensive numerical simulations, design equations for predicting the initial elastic stiffness of stud connections are proposed. The comparison between the equations and the data of finite element models demonstrates that the equations are accurate enough to serve for engineering communities.","PeriodicalId":51177,"journal":{"name":"Steel and Composite Structures","volume":"39 1","pages":"419"},"PeriodicalIF":4.6,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66592195","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
期刊
Steel and Composite Structures
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