首页 > 最新文献

Computers and Concrete最新文献

英文 中文
Modeling concrete fracturing using a hybrid finite-discrete element method 用混合有限-离散元法模拟混凝土断裂
IF 4.1 4区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-04-01 DOI: 10.12989/CAC.2021.27.4.297
D. Elmo, A. Mitelman
The hybrid Finite-Discrete Element (FDEM) approach combines aspects of both finite elements and discrete elements with fracture mechanics principles, and therefore it is well suited for realistic simulation of quasi-brittle materials. Notwithstanding, in the literature its application for the analysis of concrete is rather limited. In this paper, the proprietary FDEM code ELFEN is used to model concrete specimens under uniaxial compression and indirect tension (Brazilian tests) of different sizes. The results show that phenomena such as size effect and influence of strain-rate are captured using this modeling technique. In addition, a preliminary model of a slab subjected to dynamic shear punching due to progressive collapse is presented. The resulting fracturing pattern of the impacted slab is similar to observations from actual collapse.
有限-离散元(FDEM)混合方法结合了有限元和离散元与断裂力学原理,因此它非常适合准脆性材料的真实模拟。尽管如此,在文献中,它对混凝土分析的应用是相当有限的。本文采用自主开发的FDEM代码ELFEN对不同尺寸的单轴压缩和间接拉伸(巴西试验)下的混凝土试件进行建模。结果表明,该方法能够捕捉到尺寸效应和应变速率影响等现象。此外,本文还建立了一种板坯受动力剪切冲孔作用的初步模型。由此产生的受冲击板的破裂模式与实际坍塌的观察结果相似。
{"title":"Modeling concrete fracturing using a hybrid finite-discrete element method","authors":"D. Elmo, A. Mitelman","doi":"10.12989/CAC.2021.27.4.297","DOIUrl":"https://doi.org/10.12989/CAC.2021.27.4.297","url":null,"abstract":"The hybrid Finite-Discrete Element (FDEM) approach combines aspects of both finite elements and discrete elements with fracture mechanics principles, and therefore it is well suited for realistic simulation of quasi-brittle materials. Notwithstanding, in the literature its application for the analysis of concrete is rather limited. In this paper, the proprietary FDEM code ELFEN is used to model concrete specimens under uniaxial compression and indirect tension (Brazilian tests) of different sizes. The results show that phenomena such as size effect and influence of strain-rate are captured using this modeling technique. In addition, a preliminary model of a slab subjected to dynamic shear punching due to progressive collapse is presented. The resulting fracturing pattern of the impacted slab is similar to observations from actual collapse.","PeriodicalId":50625,"journal":{"name":"Computers and Concrete","volume":"79 1","pages":"297"},"PeriodicalIF":4.1,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76555587","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Bond strength prediction of spliced GFRP bars in concrete beams using soft computing methods 用软计算方法预测GFRP筋在混凝土梁中的粘结强度
IF 4.1 4区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-04-01 DOI: 10.12989/CAC.2021.27.4.305
S. F. Shahri, S. Mousavi
The bond between the concrete and bar is a main factor affecting the performance of the reinforced concrete (RC) members, and since the steel corrosion reduces the bond strength, studying the bond behavior of concrete and GFRP bars is quite necessary. In this research, a database including 112 concrete beam test specimens reinforced with spliced GFRP bars in the splitting failure mode has been collected and used to estimate the concrete-GFRP bar bond strength. This paper aims to accurately estimate the bond strength of spliced GFRP bars in concrete beams by applying three soft computing models including multivariate adaptive regression spline (MARS), Kriging, and M5 model tree. Since the selection of regularization parameters greatly affects the fitting of MARS, Kriging, and M5 models, the regularization parameters have been so optimized as to maximize the training data convergence coefficient. Three hybrid model coupling soft computing methods and genetic algorithm is proposed to automatically perform the trial and error process for finding appropriate modeling regularization parameters. Results have shown that proposed models have significantly increased the prediction accuracy compared to previous models. The proposed MARS, Kriging, and M5 models have improved the convergence coefficient by about 65, 63 and 49%, respectively, compared to the best previous model.
混凝土与钢筋之间的粘结是影响钢筋混凝土构件性能的主要因素,由于钢筋腐蚀降低了粘结强度,因此研究混凝土与GFRP筋的粘结性能是十分必要的。在本研究中,收集了112个劈裂破坏模式下GFRP筋拼接加固混凝土梁试件数据库,并用于估算混凝土-GFRP筋的粘结强度。本文旨在采用多变量自适应回归样条(MARS)、克里格(Kriging)和M5模型树三种软计算模型,准确估算混凝土梁中GFRP筋拼接的粘结强度。由于正则化参数的选择对MARS、Kriging和M5模型的拟合影响较大,因此我们对正则化参数进行了优化,使训练数据的收敛系数最大化。提出了三种混合模型耦合软计算方法和遗传算法,自动进行试错过程,寻找合适的建模正则化参数。结果表明,所建模型的预测精度较已有模型有显著提高。与之前的最佳模型相比,提出的MARS、Kriging和M5模型分别提高了约65%、63%和49%的收敛系数。
{"title":"Bond strength prediction of spliced GFRP bars in concrete beams using soft computing methods","authors":"S. F. Shahri, S. Mousavi","doi":"10.12989/CAC.2021.27.4.305","DOIUrl":"https://doi.org/10.12989/CAC.2021.27.4.305","url":null,"abstract":"The bond between the concrete and bar is a main factor affecting the performance of the reinforced concrete (RC) members, and since the steel corrosion reduces the bond strength, studying the bond behavior of concrete and GFRP bars is quite necessary. In this research, a database including 112 concrete beam test specimens reinforced with spliced GFRP bars in the splitting failure mode has been collected and used to estimate the concrete-GFRP bar bond strength. This paper aims to accurately estimate the bond strength of spliced GFRP bars in concrete beams by applying three soft computing models including multivariate adaptive regression spline (MARS), Kriging, and M5 model tree. Since the selection of regularization parameters greatly affects the fitting of MARS, Kriging, and M5 models, the regularization parameters have been so optimized as to maximize the training data convergence coefficient. Three hybrid model coupling soft computing methods and genetic algorithm is proposed to automatically perform the trial and error process for finding appropriate modeling regularization parameters. Results have shown that proposed models have significantly increased the prediction accuracy compared to previous models. The proposed MARS, Kriging, and M5 models have improved the convergence coefficient by about 65, 63 and 49%, respectively, compared to the best previous model.","PeriodicalId":50625,"journal":{"name":"Computers and Concrete","volume":"123 1","pages":"305-317"},"PeriodicalIF":4.1,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77434116","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 10
Computer simulation for stability analysis of the viscoelastic annular plate with reinforced concrete face sheets 钢筋混凝土面板粘弹性环形板稳定性的计算机模拟分析
IF 4.1 4区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-04-01 DOI: 10.12989/CAC.2021.27.4.369
Yonggang Zhang, Yonghong Wang, Y. Zhao
This article deals with the frequency analysis of viscoelastic sandwich disk with graphene nano-platelets (GPLs) reinforced viscoelastic concrete (GPLRVC) face sheets and honeycomb core. The honeycomb core is made of aluminum due to its low weight and high stiffness. The rule of the mixture and modified Halpin–Tsai model are engaged to provide the effective material constant of the concrete. By employing Hamilton's principle, the governing equations of the structure are derived and solved with the aid of the Generalize Differential Quadrature Method (GDQM). In this paper, viscoelastic properties are modeled according to Kelvin-Voigt viscoelasticity. The deflection as the function of time can be solved by the fourth-order Runge-Kutta numerical method. Afterward, a parametric study is carried out to investigate the effects of the outer to inner radius ratio, hexagonal core angle, thickness to length ratio of the concrete, the weight fraction of GPLs into concrete, and the thickness of honeycomb core to inner radius ratio on the frequency of the viscoelastic sandwich disk with honeycomb core and FGGPLRVC face sheet.
本文研究了石墨烯纳米片(GPLs)增强粘弹性混凝土(GPLRVC)面板和蜂窝芯的粘弹性夹层盘的频率分析。蜂窝芯是由铝制成的,因为它的重量轻,刚度高。利用混合料规律和修正的Halpin-Tsai模型,给出了混凝土的有效材料常数。利用哈密顿原理,推导了该结构的控制方程,并用广义微分正交法(GDQM)进行了求解。本文根据Kelvin-Voigt粘弹性理论建立了粘弹性模型。挠度随时间的变化可以用四阶龙格-库塔数值方法求解。随后,通过参数化研究,研究了内外半径比、六角形芯角、混凝土厚长比、gpl加入混凝土的比重、蜂窝芯厚度与内半径比等因素对蜂窝芯- FGGPLRVC面板粘弹性夹层盘频率的影响。
{"title":"Computer simulation for stability analysis of the viscoelastic annular plate with reinforced concrete face sheets","authors":"Yonggang Zhang, Yonghong Wang, Y. Zhao","doi":"10.12989/CAC.2021.27.4.369","DOIUrl":"https://doi.org/10.12989/CAC.2021.27.4.369","url":null,"abstract":"This article deals with the frequency analysis of viscoelastic sandwich disk with graphene nano-platelets (GPLs) reinforced viscoelastic concrete (GPLRVC) face sheets and honeycomb core. The honeycomb core is made of aluminum due to its low weight and high stiffness. The rule of the mixture and modified Halpin–Tsai model are engaged to provide the effective material constant of the concrete. By employing Hamilton's principle, the governing equations of the structure are derived and solved with the aid of the Generalize Differential Quadrature Method (GDQM). In this paper, viscoelastic properties are modeled according to Kelvin-Voigt viscoelasticity. The deflection as the function of time can be solved by the fourth-order Runge-Kutta numerical method. Afterward, a parametric study is carried out to investigate the effects of the outer to inner radius ratio, hexagonal core angle, thickness to length ratio of the concrete, the weight fraction of GPLs into concrete, and the thickness of honeycomb core to inner radius ratio on the frequency of the viscoelastic sandwich disk with honeycomb core and FGGPLRVC face sheet.","PeriodicalId":50625,"journal":{"name":"Computers and Concrete","volume":"73 6 1","pages":"369"},"PeriodicalIF":4.1,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74753260","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Dynamic response of functionally graded plates with a porous middle layer under time-dependent load 含多孔中间层的功能梯度板在时变荷载作用下的动力响应
IF 4.1 4区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-03-01 DOI: 10.12989/CAC.2021.27.3.269
N. Dergachova, G. Zou
A dynamic analytical solution for a simply supported, rectangular functionally graded plate with a porous middle layer under time-dependent load based on a refined third-order shear deformation theory with a cubic variation of in-plane displacements according to the thickness and linear/quadratic transverse displacement is presented. The solution achieved in the trigonometric series form and rests on the Green's function method. Two porosity types and their influence on material properties, and mechanical behavior are considered. The network of pores is assumed to be empty or filled with low-pressure air, and the material properties are calculated using the power-law distribution idealization. Numerical calculations have been carried out to demonstrate the accuracy of the kinematic model for the dynamic problem, the effect of porosity, thickness of porous layers, power-law index, and type of loading on the dynamic response of an imperfect functionally graded material plate.
基于改进的三阶剪切变形理论,给出了含多孔中间层的简支矩形功能梯度板在时变荷载作用下的动力解析解,其中面内位移随厚度三次变化,横向位移为线性/二次。该解采用三角级数形式,基于格林函数法。考虑了两种孔隙类型及其对材料性能和力学行为的影响。假设孔隙网络为空或充满低压空气,并使用幂律分布理想化计算材料性能。数值计算证明了动力学问题运动学模型的准确性,以及孔隙率、多孔层厚度、幂律指数和加载类型对不完善功能梯度材料板动态响应的影响。
{"title":"Dynamic response of functionally graded plates with a porous middle layer under time-dependent load","authors":"N. Dergachova, G. Zou","doi":"10.12989/CAC.2021.27.3.269","DOIUrl":"https://doi.org/10.12989/CAC.2021.27.3.269","url":null,"abstract":"A dynamic analytical solution for a simply supported, rectangular functionally graded plate with a porous middle layer under time-dependent load based on a refined third-order shear deformation theory with a cubic variation of in-plane displacements according to the thickness and linear/quadratic transverse displacement is presented. The solution achieved in the trigonometric series form and rests on the Green's function method. Two porosity types and their influence on material properties, and mechanical behavior are considered. The network of pores is assumed to be empty or filled with low-pressure air, and the material properties are calculated using the power-law distribution idealization. Numerical calculations have been carried out to demonstrate the accuracy of the kinematic model for the dynamic problem, the effect of porosity, thickness of porous layers, power-law index, and type of loading on the dynamic response of an imperfect functionally graded material plate.","PeriodicalId":50625,"journal":{"name":"Computers and Concrete","volume":"39 1","pages":"269"},"PeriodicalIF":4.1,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80621251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Vibration and damping characteristics of the masonry wallstrengthened with bonded fibre composite patch with viscoelastic adhesive layer 粘弹性粘接层纤维复合贴片加固砌体墙体的振动和阻尼特性
IF 4.1 4区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-03-01 DOI: 10.12989/CAC.2021.27.3.253
S. Laib, S. Meftah, Hadj Youzera, N. Ziane, A. Tounsi
The present paper treats the free vibration problem of the masonry wall strengthened with thin composite plate by viscoelastic adhesive layer. For this goal two steps are considered in the analytical solution. In the first one, an efficient homogenisation procedure is given to provide the anisotropic properties of the masonry wall. The second one is dedicated to purpose simplified mathematical models related to both in-plane and out-of-plane vibration problems. In these models, the higher order shear theories (HSDT's) are employed for a more rigours description of the shear deformation trough the masonry wall and the composite sheet. Ritz's method is deployed as solution strategy in order to get the natural frequencies and their corresponding loss factors. The obtained results are validated with the finite element method (FEM) and then, a parametric study is undertaken for different kinds of masonry walls strengthened with composite sheets.
本文研究了粘弹性粘接层薄复合板加固砌体墙体的自由振动问题。为了实现这一目标,在解析解中考虑了两个步骤。在第一种方法中,给出了一种有效的均质化程序来提供砌体墙体的各向异性特性。第二部分是关于面内和面外振动问题的简化数学模型。在这些模型中,采用高阶剪切理论(HSDT’s)对砌体墙体和复合材料板的剪切变形进行了更严格的描述。采用里兹法作为求解策略,得到固有频率及其相应的损耗因子。用有限元法对所得结果进行了验证,并对不同类型的复合板加固砌体墙体进行了参数化研究。
{"title":"Vibration and damping characteristics of the masonry wallstrengthened with bonded fibre composite patch with viscoelastic adhesive layer","authors":"S. Laib, S. Meftah, Hadj Youzera, N. Ziane, A. Tounsi","doi":"10.12989/CAC.2021.27.3.253","DOIUrl":"https://doi.org/10.12989/CAC.2021.27.3.253","url":null,"abstract":"The present paper treats the free vibration problem of the masonry wall strengthened with thin composite plate by viscoelastic adhesive layer. For this goal two steps are considered in the analytical solution. In the first one, an efficient homogenisation procedure is given to provide the anisotropic properties of the masonry wall. The second one is dedicated to purpose simplified mathematical models related to both in-plane and out-of-plane vibration problems. In these models, the higher order shear theories (HSDT's) are employed for a more rigours description of the shear deformation trough the masonry wall and the composite sheet. Ritz's method is deployed as solution strategy in order to get the natural frequencies and their corresponding loss factors. The obtained results are validated with the finite element method (FEM) and then, a parametric study is undertaken for different kinds of masonry walls strengthened with composite sheets.","PeriodicalId":50625,"journal":{"name":"Computers and Concrete","volume":"73 1","pages":"253"},"PeriodicalIF":4.1,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85523155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Investigation of continuous and discontinuous contact cases in the contact mechanics of graded materials using analytical method and FEM 用解析法和有限元法研究梯度材料接触力学中连续和不连续接触情况
IF 4.1 4区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-03-01 DOI: 10.12989/CAC.2021.27.3.199
Murat Yaylacı, G. Adıyaman, Erdal Öner, A. Birinci
The aim of this paper was to examine the continuous and discontinuous contact problems between the functionally graded (FG) layer pressed with a uniformly distributed load and homogeneous half plane using an analytical method and FEM. The FG layer is made of non-homogeneous material with an isotropic stress–strain law with exponentially varying properties. It is assumed that the contact at the FG layer-half plane interface is frictionless, and only the normal tractions can be transmitted along the contacted regions. The body force of the FG layer is considered in the study. The FG layer was positioned on the homogeneous half plane without any bonds. Thus, if the external load was smaller than a certain critical value, the contact between the FG layer and half plane would be continuous. However, when the external load exceeded the critical value, there was a separation between the FG layer and half plane on the finite region, as discontinuous contact. Therefore, there have been some steps taken in this study. Firstly, an analytical solution for continuous and discontinuous contact cases of the problem has been realized using the theory of elasticity and Fourier integral transform techniques. Then, the problem modeled and twodimensional analysis was carried out by using ANSYS package program based on FEM. Numerical results for initial separation distance and contact stress distributions between the FG layer and homogeneous half plane for continuous contact case; the start and end points of separation and contact stress distributions between the FG layer and homogeneous half plane for discontinuous contact case were provided for various dimensionless quantities including material inhomogeneity, distributed load width, the shear module ratio and load factor for both methods. The results obtained using FEM were compared with the results found using analytical formulation. It was found that the results obtained from analytical formulation were in perfect agreement with the FEM study.
本文采用解析法和有限元法研究了均布载荷作用下的功能梯度层与均匀半平面之间的连续和不连续接触问题。FG层由非均质材料制成,具有指数变化性质的各向同性应力-应变规律。假设FG层-半平面界面处的接触是无摩擦的,只有法向拉力可以沿着接触区域传递。研究中考虑了FG层的体力。FG层被放置在均匀的半平面上,没有任何键。因此,当外载荷小于某一临界值时,FG层与半平面的接触是连续的。但当外载荷超过临界值时,在有限区域上FG层与半平面之间出现分离,为不连续接触。因此,本研究已经采取了一些步骤。首先,利用弹性理论和傅里叶积分变换技术实现了该问题连续和不连续接触情况下的解析解。然后,在有限元分析的基础上,利用ANSYS软件包对问题进行建模和二维分析。连续接触情况下FG层与均匀半平面初始分离距离和接触应力分布的数值计算结果给出了两种方法在材料不均匀性、分布载荷宽度、剪切模比和载荷系数等无因次量情况下FG层与均匀半平面分离的起始点和结束点以及接触应力分布。将有限元计算结果与解析公式计算结果进行了比较。结果表明,解析式计算结果与有限元计算结果吻合较好。
{"title":"Investigation of continuous and discontinuous contact cases in the contact mechanics of graded materials using analytical method and FEM","authors":"Murat Yaylacı, G. Adıyaman, Erdal Öner, A. Birinci","doi":"10.12989/CAC.2021.27.3.199","DOIUrl":"https://doi.org/10.12989/CAC.2021.27.3.199","url":null,"abstract":"The aim of this paper was to examine the continuous and discontinuous contact problems between the functionally graded (FG) layer pressed with a uniformly distributed load and homogeneous half plane using an analytical method and FEM. The FG layer is made of non-homogeneous material with an isotropic stress–strain law with exponentially varying properties. It is assumed that the contact at the FG layer-half plane interface is frictionless, and only the normal tractions can be transmitted along the contacted regions. The body force of the FG layer is considered in the study. The FG layer was positioned on the homogeneous half plane without any bonds. Thus, if the external load was smaller than a certain critical value, the contact between the FG layer and half plane would be continuous. However, when the external load exceeded the critical value, there was a separation between the FG layer and half plane on the finite region, as discontinuous contact. Therefore, there have been some steps taken in this study. Firstly, an analytical solution for continuous and discontinuous contact cases of the problem has been realized using the theory of elasticity and Fourier integral transform techniques. Then, the problem modeled and twodimensional analysis was carried out by using ANSYS package program based on FEM. Numerical results for initial separation distance and contact stress distributions between the FG layer and homogeneous half plane for continuous contact case; the start and end points of separation and contact stress distributions between the FG layer and homogeneous half plane for discontinuous contact case were provided for various dimensionless quantities including material inhomogeneity, distributed load width, the shear module ratio and load factor for both methods. The results obtained using FEM were compared with the results found using analytical formulation. It was found that the results obtained from analytical formulation were in perfect agreement with the FEM study.","PeriodicalId":50625,"journal":{"name":"Computers and Concrete","volume":"111 1","pages":"199"},"PeriodicalIF":4.1,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87762393","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 15
Prediction of the dynamic properties in rubberized concrete 橡胶混凝土动力性能的预测
IF 4.1 4区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-03-01 DOI: 10.12989/CAC.2021.27.3.185
A. Habib, U. Yildirim
Throughout the previous years, many efforts focused on incorporating non-biodegradable wastes as a partial replacement and sustainable alternative for natural aggregates in cement-based materials. Currently, rubberized concrete is considered one of the most important green concrete materials produced by replacing natural aggregates with rubber particles from old tires in a concrete mixture. The main benefits of this material, in addition to its importance in sustainability and waste management, comes from the ability of rubber to considerably damp vibrations, which, when used in reinforced concrete structures, can significantly enhance its energy dissipation and vibration behavior. Nowadays, the literature has many experimental findings that provide an interesting view of rubberized concrete's dynamic behavior. On the other hand, it still lacks research that collects, interprets, and numerically investigates these findings to provide some correlations and construct reliable prediction models for rubberized concrete's dynamic properties. Therefore, this study is intended to propose prediction approaches for the dynamic properties of rubberized concrete. As a part of the study, multiple linear regression and artificial neural networks will be used to create prediction models for dynamic modulus of elasticity, damping ratio, and natural frequency.
在过去的几年里,许多努力都集中在将不可生物降解的废物作为水泥基材料中天然骨料的部分替代品和可持续替代品。目前,橡胶混凝土被认为是最重要的绿色混凝土材料之一,它是用旧轮胎中的橡胶颗粒代替混凝土混合物中的天然骨料而生产的。除了在可持续性和废物管理方面的重要性外,这种材料的主要优点还在于橡胶具有相当大的阻尼振动的能力,当用于钢筋混凝土结构时,可以显著增强其能量耗散和振动性能。目前,文献中有许多实验发现,为橡胶混凝土的动力性能提供了一个有趣的观点。另一方面,目前还缺乏对这些发现进行收集、解释和数值研究,以提供一些相关性并构建可靠的橡胶混凝土动态性能预测模型的研究。因此,本研究旨在提出橡胶混凝土动态性能的预测方法。作为研究的一部分,多元线性回归和人工神经网络将用于创建动态弹性模量,阻尼比和固有频率的预测模型。
{"title":"Prediction of the dynamic properties in rubberized concrete","authors":"A. Habib, U. Yildirim","doi":"10.12989/CAC.2021.27.3.185","DOIUrl":"https://doi.org/10.12989/CAC.2021.27.3.185","url":null,"abstract":"Throughout the previous years, many efforts focused on incorporating non-biodegradable wastes as a partial replacement and sustainable alternative for natural aggregates in cement-based materials. Currently, rubberized concrete is considered one of the most important green concrete materials produced by replacing natural aggregates with rubber particles from old tires in a concrete mixture. The main benefits of this material, in addition to its importance in sustainability and waste management, comes from the ability of rubber to considerably damp vibrations, which, when used in reinforced concrete structures, can significantly enhance its energy dissipation and vibration behavior. Nowadays, the literature has many experimental findings that provide an interesting view of rubberized concrete's dynamic behavior. On the other hand, it still lacks research that collects, interprets, and numerically investigates these findings to provide some correlations and construct reliable prediction models for rubberized concrete's dynamic properties. Therefore, this study is intended to propose prediction approaches for the dynamic properties of rubberized concrete. As a part of the study, multiple linear regression and artificial neural networks will be used to create prediction models for dynamic modulus of elasticity, damping ratio, and natural frequency.","PeriodicalId":50625,"journal":{"name":"Computers and Concrete","volume":"7 1","pages":"185"},"PeriodicalIF":4.1,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90304438","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 10
Strength and strain modeling of CFRP-confined concrete cylinders using ANNs 基于神经网络的cfrp约束混凝土圆柱体强度与应变建模
IF 4.1 4区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-03-01 DOI: 10.12989/CAC.2021.27.3.225
Onur Ozturk
Carbon fiber reinforced polymer (CFRP) has extensive use in strengthening reinforced concrete structures due to its high strength and elastic modulus, low weight, fast and easy application, and excellent durability performance. Many studies have been carried out to determine the performance of the CFRP confined concrete cylinder. Although studies about the prediction of confined compressive strength using ANN are in the literature, the insufficiency of the studies to predict the strain of confined concrete cylinder using ANN, which is the most appropriate analysis method for nonlinear and complex problems, draws attention. Therefore, to predict both strengths and also strain values, two different ANNs were created using an extensive experimental database. The strength and strain networks were evaluated with the statistical parameters of correlation coefficients (R2), root mean square error (RMSE), and mean absolute error (MAE). The estimated values were found to be close to the experimental results. Mathematical equations to predict the strength and strain values were derived using networks prepared for convenience in engineering applications. The sensitivity analysis of mathematical models was performed by considering the inputs with the highest importance factors. Considering the limit values obtained from the sensitivity analysis of the parameters, the performances of the proposed models were evaluated by using the test data determined from the experimental database. Model performances were evaluated comparatively with other analytical models most commonly used in the literature, and it was found that the closest results to experimental data were obtained from the proposed strength and strain models.
碳纤维增强聚合物(CFRP)具有强度高、弹性模量大、重量轻、应用快捷方便、耐久性好等优点,在钢筋混凝土结构加固中有着广泛的应用。为了确定碳纤维布约束混凝土筒体的性能,进行了许多研究。虽然文献中已有利用人工神经网络预测承压抗压强度的研究,但对于非线性复杂问题最适合的分析方法——人工神经网络预测承压混凝土圆柱体应变的研究不足,引起了人们的关注。因此,为了预测强度和应变值,使用广泛的实验数据库创建了两种不同的人工神经网络。采用相关系数(R2)、均方根误差(RMSE)和平均绝对误差(MAE)等统计参数对强度和应变网络进行评价。计算结果与实验结果较为接近。利用便于工程应用的网络推导了预测强度和应变值的数学方程。通过考虑重要因子最高的输入,对数学模型进行敏感性分析。考虑参数灵敏度分析得到的极限值,利用从实验数据库中确定的试验数据对所提模型的性能进行评价。将模型性能与文献中常用的其他解析模型进行比较,发现所提出的强度和应变模型得到的结果与实验数据最接近。
{"title":"Strength and strain modeling of CFRP-confined concrete cylinders using ANNs","authors":"Onur Ozturk","doi":"10.12989/CAC.2021.27.3.225","DOIUrl":"https://doi.org/10.12989/CAC.2021.27.3.225","url":null,"abstract":"Carbon fiber reinforced polymer (CFRP) has extensive use in strengthening reinforced concrete structures due to its high strength and elastic modulus, low weight, fast and easy application, and excellent durability performance. Many studies have been carried out to determine the performance of the CFRP confined concrete cylinder. Although studies about the prediction of confined compressive strength using ANN are in the literature, the insufficiency of the studies to predict the strain of confined concrete cylinder using ANN, which is the most appropriate analysis method for nonlinear and complex problems, draws attention. Therefore, to predict both strengths and also strain values, two different ANNs were created using an extensive experimental database. The strength and strain networks were evaluated with the statistical parameters of correlation coefficients (R2), root mean square error (RMSE), and mean absolute error (MAE). The estimated values were found to be close to the experimental results. Mathematical equations to predict the strength and strain values were derived using networks prepared for convenience in engineering applications. The sensitivity analysis of mathematical models was performed by considering the inputs with the highest importance factors. Considering the limit values obtained from the sensitivity analysis of the parameters, the performances of the proposed models were evaluated by using the test data determined from the experimental database. Model performances were evaluated comparatively with other analytical models most commonly used in the literature, and it was found that the closest results to experimental data were obtained from the proposed strength and strain models.","PeriodicalId":50625,"journal":{"name":"Computers and Concrete","volume":"AES-4 1","pages":"225"},"PeriodicalIF":4.1,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84470573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Effect of pumice powder and artificial lightweight fine aggregate on self-compacting mortar 浮石粉与人工轻质细骨料对自密实砂浆的影响
IF 4.1 4区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-03-01 DOI: 10.12989/CAC.2021.27.3.241
Serkan Etli, Selim Cemalgil, O. Onat
An experimental program was conducted to investigate the fresh properties, mechanical properties and durability characteristics of the self-compacting mortars (SCM) produced with pumice powder and Artificial Lightweight Fine Aggregate (aLWFA). aLWFA was produced by using fly ash. A total of 16 different mixtures were designed with a constant water-binder ratio of 0.37, in which natural sands were partially replaced with aLWFA and pumice powder at different volume fractions of 5%, 10% and 15%. The artificial lightweight aggregates used in this study were manufactured through cold bonding pelletisation of 90% of class-F fly ash and 10% of Portland cement in a tilted pan with an ambient temperature and moisture content. Flowability tests were conducted on the fresh mortar mixtures beforehand, to determine the self-compacting characteristics on the basis of EFNARC. To determine the conformity of the fresh mortar characteristics with the standards, mini-slump and mini-V-funnel tests were carried out. Hardened state tests were conducted after 7, 28 and 56 days to determine the flexural strength and axial compressive strength respectively. Durability, sorptivity, permeability and density tests were conducted at the end of 28 days of curing time. The test results showed that the pumice powder replacement improved both the fresh state and the hardened state characteristics of the mortar and the optimum mixture ratio was determined as 15%, considering other studies in the literature. In the aLWFA mixtures used, the mechanical and durability characteristics of the modified compositions were very close to the control mixture. It is concluded in this study that mixtures with pumice powder replacement eliminated the negative effects of the aLWFA in the mortars and made a positive contribution.
通过试验研究了以浮石粉和人工轻质细骨料配制的自密实砂浆(SCM)的新鲜性能、力学性能和耐久性。以粉煤灰为原料制备全氟化铝。在水胶比为0.37的恒定条件下,设计了16种不同的混合材料,其中aLWFA和浮石粉以5%、10%和15%的体积分数代替部分天然砂。本研究中使用的人造轻质骨料是在倾斜的平底锅中,在室温和湿度条件下,将90%的f类粉煤灰和10%的波特兰水泥冷粘合成球而制成的。在EFNARC的基础上,事先对新拌砂浆进行了流动性试验,以确定其自密实特性。为了确定新砂浆的性能是否符合标准,进行了小坍落度和小v型漏斗试验。分别在7天、28天和56天后进行硬化状态试验,测定试件的抗折强度和轴向抗压强度。在养护28天结束时进行耐久性、吸附性、渗透性和密度测试。试验结果表明,更换浮石粉改善了砂浆的新鲜状态和硬化状态特性,综合文献研究,确定最佳配比为15%。在使用的aLWFA混合物中,改性组合物的力学和耐久性特性与对照混合物非常接近。本研究认为,用浮石粉替代的混合物消除了砂浆中aLWFA的负面影响,做出了积极的贡献。
{"title":"Effect of pumice powder and artificial lightweight fine aggregate on self-compacting mortar","authors":"Serkan Etli, Selim Cemalgil, O. Onat","doi":"10.12989/CAC.2021.27.3.241","DOIUrl":"https://doi.org/10.12989/CAC.2021.27.3.241","url":null,"abstract":"An experimental program was conducted to investigate the fresh properties, mechanical properties and durability \u0000characteristics of the self-compacting mortars (SCM) produced with pumice powder and Artificial Lightweight Fine Aggregate (aLWFA). aLWFA was produced by using fly ash. A total of 16 different mixtures were designed with a constant water-binder ratio of 0.37, in which natural sands were partially replaced with aLWFA and pumice powder at different volume fractions of 5%, 10% and 15%. The artificial lightweight aggregates used in this study were manufactured through cold bonding pelletisation of 90% of class-F fly ash and 10% of Portland cement in a tilted pan with an ambient temperature and moisture content. Flowability tests were conducted on the fresh mortar mixtures beforehand, to determine the self-compacting \u0000characteristics on the basis of EFNARC. To determine the conformity of the fresh mortar characteristics with the standards, mini-slump and mini-V-funnel tests were carried out. Hardened state tests were conducted after 7, 28 and 56 days to determine the flexural strength and axial compressive strength respectively. Durability, sorptivity, permeability and density tests were conducted at the end of 28 days of curing time. The test results showed that the pumice powder replacement improved both the fresh state and the hardened state characteristics of the mortar and the optimum mixture ratio was determined as 15%, considering other studies in the literature. In the aLWFA mixtures used, the mechanical and durability characteristics of the \u0000modified compositions were very close to the control mixture. It is concluded in this study that mixtures with pumice powder replacement eliminated the negative effects of the aLWFA in the mortars and made a positive contribution.","PeriodicalId":50625,"journal":{"name":"Computers and Concrete","volume":"3 1","pages":"241"},"PeriodicalIF":4.1,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87610236","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 7
A proposal for an approach for meso scale modeling for concrete based on rigid body spring model 提出了一种基于刚体弹簧模型的混凝土细观尺度建模方法
IF 4.1 4区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-03-01 DOI: 10.12989/CAC.2021.27.3.283
Chao Zhao, Z. Shi, Xingu Zhong
Existing meso-scale models of concrete need to refine the mesh grids of aggregate and cement mortar, which may greatly reduce the computational efficiency. To overcome this problem, a novel meso-scale modeling strategy, which is based on rigid body spring method and Voronoi diagram, is proposed in this study to establish the meso-scale model of concrete. Firstly, establish numerical aggregate models according to user-defined programs. Circle aggregates are adopted due to their high efficiency in generation and packing process, and the grading of aggregate are determined according to the distribution curve proposed by Full and Thompson; Secondly, extract the centroids of aggregates, and then develop the Voronoi diagram in which aggregate centroids are defined as initial scatters; Finally, establish the rigid body spring model for concrete based on the Voronoi diagram. Aggregates are represented by rigid blocks, and assumed to be unbreakable. Cement mortar is concentrated into the interface between adjacent blocks and represented by two uniform springs. The number of grids is consistent with that of aggregates in specimens, and no mesh-refinement of aggregates and cement mortar is required. The accuracy and efficiency of the proposed modeling strategy are firstly identified by comparing the numerical results with the experimental ones, and then the applicability of the proposed strategy with different volume percentage occupied by aggregates is investigated.
现有的混凝土细观模型需要细化骨料和水泥砂浆的网格,这可能会大大降低计算效率。为了克服这一问题,本文提出了一种基于刚体弹簧法和Voronoi图的混凝土细观尺度建模策略。首先,根据用户自定义程序建立数值集合体模型。由于圆形集料在生成和充填过程中效率高,采用圆形集料,并根据Full和Thompson提出的分布曲线确定集料的级配;其次,提取聚集体的质心,建立Voronoi图,将聚集体质心定义为初始散点;最后,基于Voronoi图建立混凝土刚体弹簧模型。聚合体由刚性块表示,并假定是不可破坏的。水泥砂浆集中在相邻砌块之间的界面上,由两个均匀的弹簧表示。网格数与试件骨料网格数一致,不需要对骨料和水泥砂浆进行网格细化。首先通过数值结果与实验结果的对比,验证了所提建模策略的准确性和效率,然后研究了所提建模策略在不同骨料体积百分比情况下的适用性。
{"title":"A proposal for an approach for meso scale modeling for concrete based on rigid body spring model","authors":"Chao Zhao, Z. Shi, Xingu Zhong","doi":"10.12989/CAC.2021.27.3.283","DOIUrl":"https://doi.org/10.12989/CAC.2021.27.3.283","url":null,"abstract":"Existing meso-scale models of concrete need to refine the mesh grids of aggregate and cement mortar, which may greatly reduce the computational efficiency. To overcome this problem, a novel meso-scale modeling strategy, which is based on rigid body spring method and Voronoi diagram, is proposed in this study to establish the meso-scale model of concrete. Firstly, establish numerical aggregate models according to user-defined programs. Circle aggregates are adopted due to their high efficiency in generation and packing process, and the grading of aggregate are determined according to the distribution curve proposed by Full and Thompson; Secondly, extract the centroids of aggregates, and then develop the Voronoi diagram in which aggregate centroids are defined as initial scatters; Finally, establish the rigid body spring model for concrete based on the Voronoi diagram. Aggregates are represented by rigid blocks, and assumed to be unbreakable. Cement mortar is concentrated into the interface between adjacent blocks and represented by two uniform springs. The number of grids is consistent with that of aggregates in specimens, and no mesh-refinement of aggregates and cement mortar is required. The accuracy and efficiency of the proposed modeling strategy are firstly identified by comparing the numerical results with the experimental ones, and then the applicability of the proposed strategy with different volume percentage occupied by aggregates is investigated.","PeriodicalId":50625,"journal":{"name":"Computers and Concrete","volume":"120 1","pages":"283"},"PeriodicalIF":4.1,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78513210","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Computers and Concrete
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