Crash performance of a novel movable assembled barriers for expressway work zone: Finite element model and full-scale collision test

IF 5.6 1区 工程技术 Q1 ENGINEERING, CIVIL
Yunwei Meng , Zhuochu Chen , Zixiao Wang , Zhongshuai Liu , Guangyan Qing , Yin Zhang , Jun Qiao , Hongling Liao
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引用次数: 0

Abstract

When carrying out construction on an expressway during operation period, the safety of personnel and equipment in the work zone is critical. There is an urgent need to develop barrier facilities that are suitable for work zone, provide protective capabilities, and have appropriate deformation. A novel barrier system, designated as the movable assembled barrier (MAB), has been introduced, offering the advantage of not necessitating anchoring to the pavement. The upper part consists of steel components, while the lower part is a reinforced concrete base. The barrier's resistance to vehicle impact is derived from the friction force between the base and the pavement. A finite element model, in conjunction with long short-term memory (LSTM) networks and genetic algorithms, was employed to optimize two critical structural parameters of the barrier: the friction coefficient between the barrier and the pavement, and the height of the barrier. This optimization was based on a dataset comprising maximum lift height of the gravity center, roll angle of vehicle and lateral displacement values of the barrier. In accordance with MASH testing requirements, the optimized barrier structure underwent numerical simulations to evaluate its crash performance, with results compared to full-scale crash tests. The research indicates that the MAB structure generates lower ASI values and roll angles during vehicle impacts. Additionally, the lateral displacement values of MAB are minimized, demonstrating good guiding performance for vehicles. Overall, the novel barrier meets the safety standards of MASH TL-4. This innovative barrier structure contributes to ensuring safety in expressway work zone.
在高速公路运营期间进行施工时,工作区内人员和设备的安全至关重要。因此,迫切需要开发适用于作业区、具有保护能力和适当变形的隔离设施。一种新颖的隔离栅系统被命名为可移动装配式隔离栅(MAB),其优点是无需锚固在路面上。上部由钢制部件组成,下部为钢筋混凝土底座。护栏对车辆冲击的阻力来自底座与路面之间的摩擦力。有限元模型与长短期记忆(LSTM)网络和遗传算法相结合,用于优化隔离栅的两个关键结构参数:隔离栅与路面之间的摩擦系数以及隔离栅的高度。该优化基于一个数据集,其中包括重心的最大提升高度、车辆的滚动角和隔离栅的横向位移值。根据 MASH 测试要求,对优化后的护栏结构进行了数值模拟,以评估其碰撞性能,并将结果与全尺寸碰撞测试进行比较。研究表明,MAB 结构在车辆撞击时会产生较低的 ASI 值和滚动角。此外,MAB 的横向位移值最小,对车辆具有良好的导向性能。总体而言,新型护栏符合 MASH TL-4 的安全标准。这种创新的护栏结构有助于确保高速公路工作区的安全。
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来源期刊
Engineering Structures
Engineering Structures 工程技术-工程:土木
CiteScore
10.20
自引率
14.50%
发文量
1385
审稿时长
67 days
期刊介绍: Engineering Structures provides a forum for a broad blend of scientific and technical papers to reflect the evolving needs of the structural engineering and structural mechanics communities. Particularly welcome are contributions dealing with applications of structural engineering and mechanics principles in all areas of technology. The journal aspires to a broad and integrated coverage of the effects of dynamic loadings and of the modelling techniques whereby the structural response to these loadings may be computed. The scope of Engineering Structures encompasses, but is not restricted to, the following areas: infrastructure engineering; earthquake engineering; structure-fluid-soil interaction; wind engineering; fire engineering; blast engineering; structural reliability/stability; life assessment/integrity; structural health monitoring; multi-hazard engineering; structural dynamics; optimization; expert systems; experimental modelling; performance-based design; multiscale analysis; value engineering. Topics of interest include: tall buildings; innovative structures; environmentally responsive structures; bridges; stadiums; commercial and public buildings; transmission towers; television and telecommunication masts; foldable structures; cooling towers; plates and shells; suspension structures; protective structures; smart structures; nuclear reactors; dams; pressure vessels; pipelines; tunnels. Engineering Structures also publishes review articles, short communications and discussions, book reviews, and a diary on international events related to any aspect of structural engineering.
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