首页 > 最新文献

Canadian Journal of Civil Engineering最新文献

英文 中文
The Performance of Flexible Fluid-Structure Interaction Module for Saltmarsh Vegetation Under Flow and Wave Action 盐沼植被在水流和波浪作用下的柔性流体-结构相互作用模块性能
IF 1.4 4区 工程技术 Q3 Environmental Science Pub Date : 2024-02-02 DOI: 10.1139/cjce-2023-0193
Ross Henteleff, Jacob Stolle, Acacia Markov, Ion Nistor, V. Sriram
This paper evaluates the performance of a new flexible fluid-structure interaction (FSI) module in an open-source computational fluid dynamics (CFD) software - REEF3D - for use in modelling saltmarsh vegetation. Unlike previous studies, which focussed on hydrodynamic response to plants (for example, wave attenuation) to check the accuracy of their numerical modelling efforts, this work attempts to replicate the plants’ drag force and motion behavior, based on results from several physical modelling studies. The flexible FSI module was found to consistently overestimate both the drag and motion of the numerical plants when compared to their physical counterparts. It is hypothesized that this is due to the module’s use of linearly elastic material theory for the flexible structures. This is arguably inadequate for the relatively flexible materials of saltmarsh vegetation.
本文评估了开源计算流体动力学(CFD)软件 REEF3D 中用于盐沼植被建模的新型灵活流固耦合(FSI)模块的性能。以往的研究侧重于植物的流体动力响应(例如波浪衰减),以检验其数值建模工作的准确性,而本研究则不同,它以多项物理建模研究的结果为基础,尝试复制植物的阻力和运动行为。结果发现,与物理模型相比,灵活的 FSI 模块始终高估了数值植物的阻力和运动。据推测,这是由于该模块对柔性结构采用了线性弹性材料理论。这对于盐碱地植被的相对柔性材料来说可能是不够的。
{"title":"The Performance of Flexible Fluid-Structure Interaction Module for Saltmarsh Vegetation Under Flow and Wave Action","authors":"Ross Henteleff, Jacob Stolle, Acacia Markov, Ion Nistor, V. Sriram","doi":"10.1139/cjce-2023-0193","DOIUrl":"https://doi.org/10.1139/cjce-2023-0193","url":null,"abstract":"This paper evaluates the performance of a new flexible fluid-structure interaction (FSI) module in an open-source computational fluid dynamics (CFD) software - REEF3D - for use in modelling saltmarsh vegetation. Unlike previous studies, which focussed on hydrodynamic response to plants (for example, wave attenuation) to check the accuracy of their numerical modelling efforts, this work attempts to replicate the plants’ drag force and motion behavior, based on results from several physical modelling studies. The flexible FSI module was found to consistently overestimate both the drag and motion of the numerical plants when compared to their physical counterparts. It is hypothesized that this is due to the module’s use of linearly elastic material theory for the flexible structures. This is arguably inadequate for the relatively flexible materials of saltmarsh vegetation.","PeriodicalId":9414,"journal":{"name":"Canadian Journal of Civil Engineering","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2024-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139809485","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
Influence of bonding condition of different interfaces on the mechanical responses and failure mode of asphalt pavement 不同界面的粘结条件对沥青路面力学响应和破坏模式的影响
IF 1.4 4区 工程技术 Q3 Environmental Science Pub Date : 2024-01-31 DOI: 10.1139/cjce-2023-0249
Kang Yao, Q. Dong, Xueqin Chen, Xiang Wang, Sheng-hua Xie, Zhiqiang Cheng
In this study, a finite element model was established to compute the responses of asphalt pavement with various bonding conditions between the asphalt concrete layers (AC-AC interface) and between the asphalt concrete layer and base (AC-Base interface). The influence of bonding conditions of different interfaces on failure mode of asphalt pavement was discussed. The results indicated that poor bonding condition would increase longitudinal tensile strain at the bottom of the AC layers and vertical compressive strain at the top of subgrade, and the negative effects of two interfaces on pavement would enhance each other. It was observed that insufficient bonding strength would reduce the predicted life of pavement and, more importantly, debonding of AC-AC interface or two interfaces simultaneously would change pavement failure mode. Additionally, it should be noted that the fully-unbonded condition of AC-AC interface would affect the critical location for crack initiation in AC layers.
本研究建立了一个有限元模型,以计算沥青混凝土层之间(AC-AC 接口)和沥青混凝土层与基层之间(AC-基层接口)具有不同粘结条件的沥青路面的响应。讨论了不同界面粘结条件对沥青路面破坏模式的影响。结果表明,粘结不良会增加沥青混凝土层底部的纵向拉应变和基层顶部的纵向压应变,两种界面对路面的负面影响会相互增强。据观察,粘结强度不足会降低路面的预测寿命,更重要的是,AC-AC 接口或两个接口同时脱粘将改变路面的破坏模式。此外,应该注意的是,AC-AC 接口的完全未粘结状态会影响 AC 层裂缝萌发的临界位置。
{"title":"Influence of bonding condition of different interfaces on the mechanical responses and failure mode of asphalt pavement","authors":"Kang Yao, Q. Dong, Xueqin Chen, Xiang Wang, Sheng-hua Xie, Zhiqiang Cheng","doi":"10.1139/cjce-2023-0249","DOIUrl":"https://doi.org/10.1139/cjce-2023-0249","url":null,"abstract":"In this study, a finite element model was established to compute the responses of asphalt pavement with various bonding conditions between the asphalt concrete layers (AC-AC interface) and between the asphalt concrete layer and base (AC-Base interface). The influence of bonding conditions of different interfaces on failure mode of asphalt pavement was discussed. The results indicated that poor bonding condition would increase longitudinal tensile strain at the bottom of the AC layers and vertical compressive strain at the top of subgrade, and the negative effects of two interfaces on pavement would enhance each other. It was observed that insufficient bonding strength would reduce the predicted life of pavement and, more importantly, debonding of AC-AC interface or two interfaces simultaneously would change pavement failure mode. Additionally, it should be noted that the fully-unbonded condition of AC-AC interface would affect the critical location for crack initiation in AC layers.","PeriodicalId":9414,"journal":{"name":"Canadian Journal of Civil Engineering","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140476824","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
An Investigation on the Deicing Potential of Road Salt and Alternative Deicers 关于路面盐和替代除冰剂除冰潜力的调查
IF 1.4 4区 工程技术 Q3 Environmental Science Pub Date : 2024-01-25 DOI: 10.1139/cjce-2023-0404
Mitchell Lawlor, Kamal Hossain
This paper presents results of a research project completed to compare the ice melting capabilities of environmentally friendly alternative deicers with average road salt. Tests were conducted in an environmental chamber where temperatures could be controlled to a certain degree to ensure that the test specimens were in the ideal condition for the most accurate results. There were 168 samples tested and their results were recorded and interpreted throughout this paper. The outcome of this research is based off the amount of brine solution produced during the melting tests, and the depth of ice penetrated for the penetration test. The data showed that all alternative deicers competed evenly or in some cases slightly outperformed rock salt. The results show that there is no clear preference that can be given to the materials, the preference could only be given based off factors not related to the ice melting and penetration.
本文介绍了一个研究项目的成果,该项目旨在比较环保型替代除冰剂与普通道路用盐的融冰能力。测试是在环境试验室中进行的,试验室的温度可控制在一定程度上,以确保测试样本处于理想状态,从而获得最准确的结果。本文共测试了 168 个样本,并对其结果进行了记录和解释。这项研究的结果是根据融化试验中产生的盐水溶液量和渗透试验中冰的渗透深度得出的。数据显示,所有替代除冰剂的性能与岩盐相当,在某些情况下还略胜一筹。结果表明,各种材料并没有明显的优劣之分,只能根据与冰融化和渗透无关的因素来确定优劣。
{"title":"An Investigation on the Deicing Potential of Road Salt and Alternative Deicers","authors":"Mitchell Lawlor, Kamal Hossain","doi":"10.1139/cjce-2023-0404","DOIUrl":"https://doi.org/10.1139/cjce-2023-0404","url":null,"abstract":"This paper presents results of a research project completed to compare the ice melting capabilities of environmentally friendly alternative deicers with average road salt. Tests were conducted in an environmental chamber where temperatures could be controlled to a certain degree to ensure that the test specimens were in the ideal condition for the most accurate results. There were 168 samples tested and their results were recorded and interpreted throughout this paper. The outcome of this research is based off the amount of brine solution produced during the melting tests, and the depth of ice penetrated for the penetration test. The data showed that all alternative deicers competed evenly or in some cases slightly outperformed rock salt. The results show that there is no clear preference that can be given to the materials, the preference could only be given based off factors not related to the ice melting and penetration.","PeriodicalId":9414,"journal":{"name":"Canadian Journal of Civil Engineering","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2024-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139597614","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
Experimental Study on the Drag force on Bridge Abutments 桥墩阻力实验研究
IF 1.4 4区 工程技术 Q3 Environmental Science Pub Date : 2024-01-23 DOI: 10.1139/cjce-2023-0248
Hamid Reza Azarmidokht, A. Zarrati
The drag force exerted on a bridge abutment, representative of wall-attached structures, is studied with different geometries in various flow conditions. The drag force was quantified by two methods here: 1) direct method by using strain gauges and 2) employing the conservation of momentum equation which takes advantage of the flow characteristics. . The momentum equation results differed considerably from the direct method, mainly related to even the smallest inaccuracy in depth measurements. We suggest a modified momentum equation to enhance accuracy because of its independence on downstream flow depth measurement. The experimental results also revealed that the constriction ratio at the bridge abutment section and the abutments geometric shape are the most influential parameters on the drag coefficient. On the other hand, the effect of flow characteristics is negligible. Finally, we proposed an empirical relationship to estimate the drag coefficient.
研究了在各种流动条件下,不同几何形状的桥墩(代表附墙结构)所受的阻力。本文采用两种方法对阻力进行量化:1) 使用应变片的直接方法;2) 利用流动特性的动量守恒方程。.动量方程的结果与直接方法有很大差异,这主要与深度测量的最小误差有关。我们建议采用改进的动量方程来提高精度,因为它与下游水流深度测量无关。实验结果还表明,桥墩断面的收缩比和桥墩的几何形状是对阻力系数影响最大的参数。另一方面,水流特性的影响可以忽略不计。最后,我们提出了估算阻力系数的经验关系。
{"title":"Experimental Study on the Drag force on Bridge Abutments","authors":"Hamid Reza Azarmidokht, A. Zarrati","doi":"10.1139/cjce-2023-0248","DOIUrl":"https://doi.org/10.1139/cjce-2023-0248","url":null,"abstract":"The drag force exerted on a bridge abutment, representative of wall-attached structures, is studied with different geometries in various flow conditions. The drag force was quantified by two methods here: 1) direct method by using strain gauges and 2) employing the conservation of momentum equation which takes advantage of the flow characteristics. . The momentum equation results differed considerably from the direct method, mainly related to even the smallest inaccuracy in depth measurements. We suggest a modified momentum equation to enhance accuracy because of its independence on downstream flow depth measurement. The experimental results also revealed that the constriction ratio at the bridge abutment section and the abutments geometric shape are the most influential parameters on the drag coefficient. On the other hand, the effect of flow characteristics is negligible. Finally, we proposed an empirical relationship to estimate the drag coefficient.","PeriodicalId":9414,"journal":{"name":"Canadian Journal of Civil Engineering","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2024-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139604746","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
Implications of the 2020 National Building Code of Canada Updates on the Design Demands for Reinforced Concrete Shear Wall Buildings 2020 年加拿大国家建筑规范》更新对钢筋混凝土剪力墙建筑设计要求的影响
IF 1.4 4区 工程技术 Q3 Environmental Science Pub Date : 2024-01-22 DOI: 10.1139/cjce-2023-0111
Saeed Dehghani, L. Tobber
The seismic demands of the Reinforced Concrete Shear Walls (RCSWs) system are determined based on Canada's National Building Code (NBC). NBC 2020 features the revised Canadian Seismic Hazard Model (CSHM) and presents the possibility of enhancing demand's accuracy by determining design spectra based on the specific average shear wave velocity, instead of specified site classes. This paper investigates the changes in design demands for RCSWs compared to the previous edition. To do so, fifty-five RCSW prototypes were modelled using distributed mass and stiffness procedure, and their dynamic response was assessed through Modal Response Spectrum Analysis (MRSA) at five locations across Canada. The results highlight significant changes in deformation and force demands, where the majority of cases experienced an increase in 2020 compared to 2015 when demands were determined based on specified site classes. This study also evaluates the log-log interpolation method recommended by NBC 2020 for the design spectral acceleration.
钢筋混凝土剪力墙 (RCSW) 系统的抗震要求是根据加拿大国家建筑规范 (NBC) 确定的。NBC 2020 采用了修订后的加拿大地震灾害模型 (CSHM),并提出了根据特定的平均剪切波速(而不是指定的场地等级)确定设计频谱,从而提高要求精度的可能性。本文研究了与前一版本相比,对摇摆剪力墙设计要求的变化。为此,采用分布式质量和刚度程序对 55 个 RCSW 原型进行了建模,并在加拿大的五个地点通过模态响应谱分析 (MRSA) 对其动态响应进行了评估。结果表明,变形和力需求发生了显著变化,与 2015 年根据指定地点等级确定的需求相比,2020 年的大多数情况下都出现了增长。这项研究还对 NBC 2020 推荐的设计频谱加速度对数插值法进行了评估。
{"title":"Implications of the 2020 National Building Code of Canada Updates on the Design Demands for Reinforced Concrete Shear Wall Buildings","authors":"Saeed Dehghani, L. Tobber","doi":"10.1139/cjce-2023-0111","DOIUrl":"https://doi.org/10.1139/cjce-2023-0111","url":null,"abstract":"The seismic demands of the Reinforced Concrete Shear Walls (RCSWs) system are determined based on Canada's National Building Code (NBC). NBC 2020 features the revised Canadian Seismic Hazard Model (CSHM) and presents the possibility of enhancing demand's accuracy by determining design spectra based on the specific average shear wave velocity, instead of specified site classes. This paper investigates the changes in design demands for RCSWs compared to the previous edition. To do so, fifty-five RCSW prototypes were modelled using distributed mass and stiffness procedure, and their dynamic response was assessed through Modal Response Spectrum Analysis (MRSA) at five locations across Canada. The results highlight significant changes in deformation and force demands, where the majority of cases experienced an increase in 2020 compared to 2015 when demands were determined based on specified site classes. This study also evaluates the log-log interpolation method recommended by NBC 2020 for the design spectral acceleration.","PeriodicalId":9414,"journal":{"name":"Canadian Journal of Civil Engineering","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139609265","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
Behaviour of glued-laminated timber beams under impact loading 胶合层压木梁在冲击荷载下的行为
IF 1.4 4区 工程技术 Q3 Environmental Science Pub Date : 2024-01-19 DOI: 10.1139/cjce-2023-0298
Nicole Wight, C. Viau, Patrick P.J. Heffernan
Short duration loads, such as impact loading, have the potential to generate catastrophic effects on infrastructure and loss of life. Although design provisions for engineered wood products are included in Canada’s blast design standard, CSA S850, how these structural materials respond to blast and impact loads across a wide range of high strain rates has not been well documented. An experimental program was carried out using a newly established Drop Weight Impact Testing Facility to investigate the flexural behaviour of glued-laminated timber beams subjected to impact loading. High-strain rates were generated, whereby the dynamic specimens were found to differ quantitatively and qualitatively from their quasi-static counterparts. Dynamic increase factors of 1.13 and 1.20 were observed on the peak resistance and initial stiffness, respectively. A single-degree-of-freedom model was developed and validated against the experimental test results, where it was found to accurately predict the displacement-time histories of the specimens until failure.
短时荷载(如冲击荷载)有可能对基础设施造成灾难性影响和生命损失。虽然加拿大的爆炸设计标准 CSA S850 中包含了工程木制品的设计规定,但这些结构材料如何在各种高应变率下对爆炸和冲击载荷做出反应还没有很好的记录。我们利用新建立的落锤冲击试验设备开展了一项实验计划,研究胶合层压木梁在冲击荷载作用下的弯曲性能。实验产生了高应变率,发现动态试样与准静态试样在数量和质量上都有所不同。峰值阻力和初始刚度的动态增加系数分别为 1.13 和 1.20。建立了一个单自由度模型,并根据实验测试结果进行了验证,发现该模型能准确预测试样直至破坏的位移时间历程。
{"title":"Behaviour of glued-laminated timber beams under impact loading","authors":"Nicole Wight, C. Viau, Patrick P.J. Heffernan","doi":"10.1139/cjce-2023-0298","DOIUrl":"https://doi.org/10.1139/cjce-2023-0298","url":null,"abstract":"Short duration loads, such as impact loading, have the potential to generate catastrophic effects on infrastructure and loss of life. Although design provisions for engineered wood products are included in Canada’s blast design standard, CSA S850, how these structural materials respond to blast and impact loads across a wide range of high strain rates has not been well documented. An experimental program was carried out using a newly established Drop Weight Impact Testing Facility to investigate the flexural behaviour of glued-laminated timber beams subjected to impact loading. High-strain rates were generated, whereby the dynamic specimens were found to differ quantitatively and qualitatively from their quasi-static counterparts. Dynamic increase factors of 1.13 and 1.20 were observed on the peak resistance and initial stiffness, respectively. A single-degree-of-freedom model was developed and validated against the experimental test results, where it was found to accurately predict the displacement-time histories of the specimens until failure.","PeriodicalId":9414,"journal":{"name":"Canadian Journal of Civil Engineering","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2024-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139612459","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
Experimental and Numerical Performance analysis of Alccofine-based crumb rubber concrete under Quasi-Static cyclic Load 准静态循环载荷下铝氯芬基碎屑橡胶混凝土的实验和数值性能分析
IF 1.4 4区 工程技术 Q3 Environmental Science Pub Date : 2024-01-17 DOI: 10.1139/cjce-2023-0122
P. Haldar, Somnath Karmakar
Structure, during its design period, may face unpredictable dynamic loading: wind, earthquake, and blast. Unavoidably, loading rates impact the dynamic behaviours of structures. Besides, the infrastructure system is more susceptible to dynamic loading. Therefore, a study on the dynamic behaviour of concrete under Quasi-Static cyclic load is inevitable. Fortunately, the researchers explored that innovative materials could respond better to extreme dynamic loading. One of the serious issues is the demolition of rubber tyres, which may be solved by converting the same into crumb form as an innovative construction material. In the present study, experimental and Finite Element Method based numerical analysis shows a substantial improvement in fatigue, flexural, ductility, inelastic performance and energy dissipation capacity of the Alcofine-based crumb rubber concrete beam. These performances are observed experimentally under monotonic and Quasi-Static cyclic loads. The load-carrying capacity has also been predicted analytically; the results agree with the experimental and numerical ones.
结构在设计期间可能会面临不可预测的动态荷载:风、地震和爆炸。不可避免的是,荷载率会影响结构的动态行为。此外,基础设施系统更容易受到动态荷载的影响。因此,对混凝土在准静态循环荷载下的动态行为进行研究势在必行。幸运的是,研究人员发现创新材料可以更好地应对极端动态荷载。其中一个严重的问题是橡胶轮胎的拆卸问题,而将橡胶轮胎转化为橡胶屑形式作为一种创新建筑材料可以解决这一问题。在本研究中,基于实验和有限元法的数值分析表明,基于铝箔的橡胶屑混凝土梁在疲劳、弯曲、延展性、非弹性性能和能量耗散能力方面都有显著改善。这些性能是在单调和准静态循环载荷下通过实验观察到的。还对承载能力进行了分析预测;结果与实验和数值结果一致。
{"title":"Experimental and Numerical Performance analysis of Alccofine-based crumb rubber concrete under Quasi-Static cyclic Load","authors":"P. Haldar, Somnath Karmakar","doi":"10.1139/cjce-2023-0122","DOIUrl":"https://doi.org/10.1139/cjce-2023-0122","url":null,"abstract":"Structure, during its design period, may face unpredictable dynamic loading: wind, earthquake, and blast. Unavoidably, loading rates impact the dynamic behaviours of structures. Besides, the infrastructure system is more susceptible to dynamic loading. Therefore, a study on the dynamic behaviour of concrete under Quasi-Static cyclic load is inevitable. Fortunately, the researchers explored that innovative materials could respond better to extreme dynamic loading. One of the serious issues is the demolition of rubber tyres, which may be solved by converting the same into crumb form as an innovative construction material. In the present study, experimental and Finite Element Method based numerical analysis shows a substantial improvement in fatigue, flexural, ductility, inelastic performance and energy dissipation capacity of the Alcofine-based crumb rubber concrete beam. These performances are observed experimentally under monotonic and Quasi-Static cyclic loads. The load-carrying capacity has also been predicted analytically; the results agree with the experimental and numerical ones.","PeriodicalId":9414,"journal":{"name":"Canadian Journal of Civil Engineering","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2024-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139616905","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
Evaluation of Human-Induced Vibration in Floors of Modular Hospitals 模块化医院地板的人体振动评估
IF 1.4 4区 工程技术 Q3 Environmental Science Pub Date : 2024-01-17 DOI: 10.1139/cjce-2023-0091
Rahul Saini, Vahid Sadeghian, Jeffrey Erochko, David Lau
Construction of modular hospitals has gained significant attention since the global pandemic. One important design requirement for hospitals that is critical for their safe operation is to control floor vibration. Floors in modular buildings are often more prone to vibration because they are lightweight and less restrained. This study first presents a standardized design layout for modular hospitals developed based on Canadian code requirements. Then, the human-induced vibration of various floor systems designed for this sample modular hospital is investigated using different analysis methods including a new method developed by the authors. It is found that conventional floor designs may not be suitable for modular hospitals considering the strict vibration limits for hospitals and the need for lightweight construction. Using detailed FE analysis, it is shown that the proposed method can accurately predict the vibration response of various floors including those that have frequencies well beyond the application range of existing design methods.
自全球大流行病发生以来,模块化医院的建设受到了极大关注。医院安全运行的一个重要设计要求是控制地面振动。模块化建筑的地板通常更容易产生振动,因为它们重量轻、约束少。本研究首先介绍了根据加拿大规范要求开发的模块化医院标准化设计布局。然后,使用不同的分析方法,包括作者开发的一种新方法,对为该样本模块化医院设计的各种地板系统的人体诱发振动进行了研究。研究发现,考虑到医院严格的振动限制和轻质结构的需要,传统的地板设计可能并不适合模块化医院。详细的 FE 分析表明,所提出的方法可以准确预测各种地板的振动响应,包括那些频率远远超出现有设计方法应用范围的地板。
{"title":"Evaluation of Human-Induced Vibration in Floors of Modular Hospitals","authors":"Rahul Saini, Vahid Sadeghian, Jeffrey Erochko, David Lau","doi":"10.1139/cjce-2023-0091","DOIUrl":"https://doi.org/10.1139/cjce-2023-0091","url":null,"abstract":"Construction of modular hospitals has gained significant attention since the global pandemic. One important design requirement for hospitals that is critical for their safe operation is to control floor vibration. Floors in modular buildings are often more prone to vibration because they are lightweight and less restrained. This study first presents a standardized design layout for modular hospitals developed based on Canadian code requirements. Then, the human-induced vibration of various floor systems designed for this sample modular hospital is investigated using different analysis methods including a new method developed by the authors. It is found that conventional floor designs may not be suitable for modular hospitals considering the strict vibration limits for hospitals and the need for lightweight construction. Using detailed FE analysis, it is shown that the proposed method can accurately predict the vibration response of various floors including those that have frequencies well beyond the application range of existing design methods.","PeriodicalId":9414,"journal":{"name":"Canadian Journal of Civil Engineering","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2024-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139617926","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
Enhancing winter road maintenance with explainable AI: SHAP analysis for interpreting machine learning models in road friction estimation 用可解释的人工智能加强冬季道路养护:用 SHAP 分析法解释道路摩擦力估算中的机器学习模型
IF 1.4 4区 工程技术 Q3 Environmental Science Pub Date : 2024-01-11 DOI: 10.1139/cjce-2023-0410
Xueru Ding, Tae J. Kwon
Effective winter road maintenance relies on precise road friction estimation. Machine learning (ML) models have shown significant promise in this; however, their inherent complexity makes understanding their inner workings challenging. This paper addresses this issue by conducting a comparative analysis of road friction estimation models using four ML methods, including regression tree, random forest, eXtreme Gradient Boosting (XGBoost), and support vector regression (SVR). We then employ the SHapley Additive exPlanations (SHAP) explainable artificial intelligence (AI) to enhance model interpretability. Our analysis on an Alberta dataset reveals that the XGBoost model performs best with an accuracy of 91.39%. The SHAP analysis illustrates the logical relationships between predictor features and friction within all three tree-based models, but it also uncovers inconsistencies within the SVR model, potentially attributed to insufficient feature interactions. Thus, this paper not only showcase the role of explainable AI in improving the ML interpretability of models for road friction estimation, but also provides practical insights that could improve winter road maintenance decisions.
有效的冬季道路养护有赖于精确的道路摩擦力估算。机器学习(ML)模型在这方面显示出了巨大的前景;然而,由于其固有的复杂性,了解其内部工作原理具有挑战性。本文针对这一问题,使用四种 ML 方法(包括回归树、随机森林、极梯度提升 (XGBoost) 和支持向量回归 (SVR))对道路摩擦力估算模型进行了比较分析。然后,我们采用 SHapley Additive exPlanations (SHAP) 可解释人工智能 (AI) 来增强模型的可解释性。我们对阿尔伯塔省数据集的分析表明,XGBoost 模型的准确率为 91.39%,表现最佳。SHAP 分析表明了所有三种基于树的模型中预测特征与摩擦之间的逻辑关系,但也发现了 SVR 模型中的不一致之处,这可能是由于特征交互不足造成的。因此,本文不仅展示了可解释人工智能在改善道路摩擦力估算模型的 ML 可解释性方面的作用,还提供了可改善冬季道路维护决策的实用见解。
{"title":"Enhancing winter road maintenance with explainable AI: SHAP analysis for interpreting machine learning models in road friction estimation","authors":"Xueru Ding, Tae J. Kwon","doi":"10.1139/cjce-2023-0410","DOIUrl":"https://doi.org/10.1139/cjce-2023-0410","url":null,"abstract":"Effective winter road maintenance relies on precise road friction estimation. Machine learning (ML) models have shown significant promise in this; however, their inherent complexity makes understanding their inner workings challenging. This paper addresses this issue by conducting a comparative analysis of road friction estimation models using four ML methods, including regression tree, random forest, eXtreme Gradient Boosting (XGBoost), and support vector regression (SVR). We then employ the SHapley Additive exPlanations (SHAP) explainable artificial intelligence (AI) to enhance model interpretability. Our analysis on an Alberta dataset reveals that the XGBoost model performs best with an accuracy of 91.39%. The SHAP analysis illustrates the logical relationships between predictor features and friction within all three tree-based models, but it also uncovers inconsistencies within the SVR model, potentially attributed to insufficient feature interactions. Thus, this paper not only showcase the role of explainable AI in improving the ML interpretability of models for road friction estimation, but also provides practical insights that could improve winter road maintenance decisions.","PeriodicalId":9414,"journal":{"name":"Canadian Journal of Civil Engineering","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2024-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139438257","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 hemispherical roughness spacing on Double-averaged turbulence characteristics for different flow submergence 半球形粗糙度间距对不同水流淹没度下双平均湍流特性的影响
IF 1.4 4区 工程技术 Q3 Environmental Science Pub Date : 2024-01-09 DOI: 10.1139/cjce-2023-0360
Jayanta Shounda, K. Barman, K. Debnath
The double-averaged (DA) turbulence characteristics over rough bed comprising of hemispherical elements with different spacing (p/r = 2, 4, 6, and 8; p = pitch distance; r = height of hemisphere) is quantified for three flow-submergences [h/r = 7.14, 5.35, 3.57; mean flow-depth (h)= 20 cm, 15 cm, and 10 cm]. The production and dissipation rates of turbulent kinetic energy are maximum at and below the crest level. Within interfacial sublayer, the degree of anisotropy is observed to be maximum for p/r = 4 and the tendency for the return to isotropy is strongest for p/r = 8 in the outer layer. The turbulence generated in the bottom region is still present in the outer region for low flow-submergences. The turbulence strength is maintained in the roughness order (descending) as p/r = 4 >2> 6 > 8 > plane bed; wherein the change in flow-submergence does not change this order.
对由不同间距(p/r = 2、4、6 和 8;p = 间距;r = 半球高度)的半球形元件组成的粗糙床面的双平均(DA)湍流特性进行了量化,适用于三种潜流[h/r = 7.14、5.35、3.57;平均流深 (h)= 20 厘米、15 厘米和 10 厘米]。湍流动能的产生率和耗散率在波峰处和波峰下方最大。在界面下层,p/r = 4 时各向异性程度最大,p/r = 8 时外层恢复各向同性的趋势最强。在底层区域产生的湍流在外层区域仍存在于低水流沉没度的情况下。湍流强度按粗糙度顺序(从高到低)保持不变,即 p/r = 4 > 2 > 6 > 8 > 平面床;其中流量-沉没度的变化不会改变这一顺序。
{"title":"Effect of hemispherical roughness spacing on Double-averaged turbulence characteristics for different flow submergence","authors":"Jayanta Shounda, K. Barman, K. Debnath","doi":"10.1139/cjce-2023-0360","DOIUrl":"https://doi.org/10.1139/cjce-2023-0360","url":null,"abstract":"The double-averaged (DA) turbulence characteristics over rough bed comprising of hemispherical elements with different spacing (p/r = 2, 4, 6, and 8; p = pitch distance; r = height of hemisphere) is quantified for three flow-submergences [h/r = 7.14, 5.35, 3.57; mean flow-depth (h)= 20 cm, 15 cm, and 10 cm]. The production and dissipation rates of turbulent kinetic energy are maximum at and below the crest level. Within interfacial sublayer, the degree of anisotropy is observed to be maximum for p/r = 4 and the tendency for the return to isotropy is strongest for p/r = 8 in the outer layer. The turbulence generated in the bottom region is still present in the outer region for low flow-submergences. The turbulence strength is maintained in the roughness order (descending) as p/r = 4 >2> 6 > 8 > plane bed; wherein the change in flow-submergence does not change this order.","PeriodicalId":9414,"journal":{"name":"Canadian Journal of Civil Engineering","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2024-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139445135","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
Canadian Journal of Civil Engineering
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