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Enhancement Seismic Response of a Bored Tunnel Using Isolation for the Challenge of a Faulted Rock Crossing 利用隔震技术增强钻孔隧道的地震响应,应对断层岩穿越的挑战
Pub Date : 2024-03-27 DOI: 10.3390/infrastructures9040066
Ahmed Elgamal, Nissreen Elfaris
The tunnel boring method (TBM) is a widely used and effective tunneling technology in various rock mass quality circumstances. A “faulted rock mass” can range from a highly fractured rock mass to a sheared weak rock mass, making the ground conditions challenging for tunneling, especially for TBMs. “Faulted rock” significantly affects hard rock TBMs, primarily due to the TBM’s high geological risk and poor flexibility. TBMs require careful planning and preparation, starting with preliminary assessments. This study investigates the impact of establishing an isolation material between a circular tunnel and the adjacent faulting rock on seismic response. The two parts of the parametric analysis for the isolation material utilized in the model look at how changes in the mechanical characteristics of the material, such as the shear modulus of the rock and the fault, affect the stresses created in the tunnel. The second section examines how changes in the isolation width concerning the fault width affect the stresses and displacements produced in the tunnel. Additionally, the effectiveness of isolating the tunnel during sudden changes in the characteristics of the rock was investigated under seismic loading perpendicular to the tunnel and parallel to the tunnel. The finite element approach was utilized to model the TBM tunnel and the neighboring rock with a fault or sudden change in the rock using Midas/GTS-NX, simulating the interactions between the rock and the tunnel. Time-history analysis using the El Centro earthquake was conducted to calculate the stresses in the tunnels during seismic events. Peak ground accelerations between 0.10 g and 0.30 g were utilized for excitation. A time step of 0.02 s and a length of 10 s for the seismic event were used in the analysis, with traditional grout pea gravel vs. the isolation layer. Comparisons were made between the absolute stresses (the greatest possible values) in the normal tunnel section (Sxx) and those induced in the tunnel with traditional grout and with isolation. Furthermore, the study of vertical displacement was taken into consideration. The seismic isolation method is highly effective in improving the seismic safety of bored tunnels. The results show that the significant values of the ratio between the shear modulus of isolation and the surrounding soil should be between 0.2% and 0.4%. Where parts of the tunnel run through a fault, the effective length of isolation should be between one and two times the fault width. The dynamic behavior of the tunnel with isolation is better than that with traditional grout. Generally, when isolation is used for any length, it reduces the stresses at the area of sudden change. Consequently, engineering assessments from both structural and geotechnical engineering viewpoints are now required for these unique constructions. An underground structure’s safety should be evaluated by the designer to ensure that it can sustain various applied loads, taking into account
隧道掘进法(TBM)是一种在各种岩体质量条件下广泛使用的有效隧道掘进技术。断层岩体 "的范围从高度断裂岩体到剪切软弱岩体不等,这使得地层条件对隧道施工,尤其是对 TBM 来说具有挑战性。"断层岩 "对硬岩隧道掘进机的影响很大,主要是因为隧道掘进机的地质风险高、灵活性差。TBM 需要精心规划和准备,首先要进行初步评估。本研究调查了在圆形隧道和相邻断层岩之间建立隔离材料对地震响应的影响。模型中使用的隔离材料参数分析的两个部分考察了材料力学特性(如岩石和断层的剪切模量)的变化如何影响隧道中产生的应力。第二部分研究了与断层宽度有关的隔离宽度的变化如何影响隧道内产生的应力和位移。此外,还研究了在垂直于隧道和平行于隧道的地震荷载作用下,在岩石特性发生突变时隔离隧道的有效性。使用 Midas/GTS-NX 对断层或岩石突变情况下的 TBM 隧道和邻近岩石进行有限元建模,模拟岩石和隧道之间的相互作用。利用埃尔森特罗地震进行了时史分析,以计算隧道在地震事件中的应力。地面峰值加速度在 0.10 g 和 0.30 g 之间,用于激励。地震事件的时间步长为 0.02 秒,长度为 10 秒。对隧道正常断面(Sxx)的绝对应力(可能的最大值)和隧道内传统灌浆层与隔震层的应力进行了比较。此外,还对垂直位移进行了研究。隔震方法对提高钻孔隧道的地震安全性非常有效。结果表明,隔震层的剪切模量与周围土壤的比值应在 0.2% 至 0.4% 之间。当隧道部分路段穿过断层时,隔震层的有效长度应为断层宽度的一到两倍。与传统的灌浆法相比,使用隔离层的隧道动态性能更好。一般来说,在任何长度上使用隔离层,都会降低突变区域的应力。因此,现在需要从结构和岩土工程两个角度对这些独特的结构进行工程评估。设计人员应对地下结构的安全性进行评估,以确保其能够承受各种外加荷载,除了施工荷载和永久静态荷载外,还要考虑地震荷载。在土壤或岩石成分不同的地区,隧道可能尤其脆弱。
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引用次数: 0
Towards Sustainable Road Pavements: Sound Absorption in Rubber-Modified Asphalt Mixtures 实现可持续的路面铺设:橡胶改性沥青混合料的吸音性能
Pub Date : 2024-03-25 DOI: 10.3390/infrastructures9040065
Freddy Richard Apaza Apaza, Víctoriano Fernández Vázquez, S. Paje, Federico Gulisano, Valerio Gagliardi, Leticia Saiz Rodríguez, Juan Gallego Medina
In the last decade, various asphalt paving materials have undergone investigation for sound attenuation purposes. This research aims to delve into the innovative design of sustainable road pavements by examining sound absorption in rubber-modified asphalt mixtures. More specifically, the impact of alternative sustainable materials on the sound absorption of asphalt mixtures across different temperatures, precisely crumb rubber (CR) derived from recycling of end-of-life tires, was investigated. The acoustic coefficient and its Gaussian fit parameters (Peak, BandWidth, and Area Under the Curve) were evaluated. Five different types of asphalt mixtures were studied, encompassing dense, discontinuous, and open mixtures with 0%, 0.75%, and 1.50% CR incorporated through the dry process (DP). The results of sound absorption indicated a slight influence of crumb rubber at temperatures ranging from 10 °C to 60 °C, particularly in mixtures with high void content. On the other hand, as expected, the void content proved to be highly correlated with sound absorption. These findings facilitated the establishment of predictive models that correlate acoustic absorption spectra with the characteristics of asphalt mixtures. As a result, these models will be valuable in the design of the next generation of sound-absorbing pavements.
在过去十年中,对各种沥青路面材料进行了消声研究。本研究旨在通过研究橡胶改性沥青混合料的吸声性能,深入探讨可持续路面的创新设计。更具体地说,研究调查了替代性可持续材料在不同温度下对沥青混合料吸声性能的影响,这些材料正是从回收的报废轮胎中提取的橡胶屑(CR)。对声学系数及其高斯拟合参数(峰值、带宽和曲线下面积)进行了评估。研究了五种不同类型的沥青混合料,包括通过干法工艺(DP)加入 0%、0.75% 和 1.50% CR 的致密、不连续和开放式混合料。吸声结果表明,在 10 °C 至 60 °C 的温度范围内,橡胶屑对吸声有轻微影响,尤其是在空隙含量较高的混合物中。另一方面,正如预期的那样,空隙率与吸音率高度相关。这些发现有助于建立预测模型,将吸声频谱与沥青混合料的特性联系起来。因此,这些模型对设计下一代吸音路面非常有价值。
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引用次数: 0
Stresses in Saturated and Unsaturated Subgrade Layer Induced by Railway Track Vibration 铁轨振动在饱和与非饱和路基层中引起的应力
Pub Date : 2024-03-25 DOI: 10.3390/infrastructures9040064
Mohammed Y. Fattah, Qutaiba G. Majeed, H. Joni
The theoretical and practical studies of the cyclic loads resulting from the movement and passage of trains on the unsaturated subgrade to determine the effect of the degree of saturation and moisture content on the foundations and infrastructure of the railway lines, especially the settlement in the railway lines as a result of the development of the train loads. Thirty-six laboratory experiments were carried out using models that simulate a railway with nearly half the scale of the real one, using an iron box of (1.5 × 1.0 × 1.0) meters and a layer of clay soil with a thickness of 0.5 m representing the base layer, were constructed inside it. Above it, there is a layer of crushed stone representing a 0.2 m thick ballast, topped by a rail line of 0.8 m long installed on three sleeper beams with dimensions of 0.9 m (0.1 × 0.1 m). The subgrade layer has been constructed at different saturation degrees as follows: 100, 80, 70, and 60%. The tests were carried out using different load amplitudes and frequencies. These experiments investigated the effect of the subgrade degree of saturation on the value of the stresses generated on the surface and the middle (vertical and lateral stresses) and the settlement of the subgrade. In the case of unsaturated subgrade soil, an increase in load frequency has a clear effect on increasing the generated stresses in the subgrade layer, especially with lower saturation levels. However, the results and measurements of these experiments found that the load frequency almost had no effect on the values of the stresses generated on the surface and inside the subgrade layer with a 100% degree of saturation. The results of the investigation demonstrated that, while load frequency had a minimal effect on track-panel settlement, it increased with the load amplitude and subgrade soil saturation degree. The change of settlement of the track panel with the number of cycles has a high rate at the beginning; after a while from that, it decreases gradually until, after some value of the number of cycles, the settlement changes at a very low rate and gradually.
对火车在非饱和路基上运动和通过所产生的循环荷载进行理论和实践研究,以确定饱和度和含水量对铁路线地基和基础设施的影响,特别是火车荷载发展导致的铁路线沉降。我们使用一个(1.5 × 1.0 × 1.0)米的铁箱和一层 0.5 米厚的粘土作为基础层,模拟了一条铁路的模型,进行了 36 次实验室实验。上面是一层碎石,代表 0.2 米厚的道碴,上面是一条长 0.8 米的铁路线,安装在三根尺寸为 0.9 米(0.1 × 0.1 米)的枕木梁上。路基层按以下不同饱和度施工:100%、80%、70% 和 60%。试验采用了不同的荷载振幅和频率。这些试验研究了路基饱和度对路基表面和中间产生的应力值(垂直应力和侧向应力)以及路基沉降的影响。对于非饱和路基土,增加加载频率对增加路基层产生的应力有明显的影响,特别是在饱和度较低的情况下。然而,这些实验的结果和测量发现,在饱和度为 100% 的情况下,加载频率对基层表面和内部产生的应力值几乎没有影响。调查结果表明,虽然荷载频率对轨道板沉降的影响很小,但它会随着荷载振幅和基层土壤饱和度的增加而增大。轨道板的沉降随循环次数的变化在开始时速率较快,之后逐渐减小,直到循环次数达到一定值后,沉降以极低的速率逐渐变化。
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引用次数: 0
Analysis of E-Scooter Crashes in the City of Bari 巴里市电动滑板车碰撞事故分析
Pub Date : 2024-03-19 DOI: 10.3390/infrastructures9030063
Paola Longo, N. Berloco, S. Coropulis, P. Intini, V. Ranieri
The remarkable impact that e-scooters have had on the transportation system drives research on this phenomenon. The widespread use of e-scooters also poses several new safety issues, which should be necessarily studied. The aim of this paper points in this direction, investigating the main contributing factors, causes, and patterns of recorded e-scooter crashes, considering also different crash types and severity, using the City of Bari (Italy) as a case study. The crash dataset based on police reports and referring to the period July 2020–November 2022 (i.e., the first period of e-scooter implementation in the City of Bari) was investigated. Crashes were clustered according to several variables. No fatal crashes occurred, even though crashes mostly resulted in injuries (70%). Considering road type, divided roads were found to be less safe than undivided ones, due to higher mean speeds than on other roads and to a less constrained e-scooter driving behavior. Calm (off-peak) daytime hours seem to lead to more frequent e-scooter crashes with respect to both peak and nighttime hours, even if the latter hours are associated with an increased severity. Once controlled for exposure, season, lighting conditions, and the private/sharing ratio do not seem influential. E-scooters are more prone to be involved in single-vehicle and pedestrian crashes at segments than other vehicles, but they show similar crash trends than other vehicles (i.e., angle crashes) at intersections. As emerged from traffic surveys, not all e-scooter users were found to use cycle paths. Combining this information with crash data, it seems that not using cycle paths is considerably less safe than using them. Besides engineering measures and policies, awareness campaigns should be promoted to elicit safe users’ behavior and to tackle the several violations and misbehaviors emerging from the crash data.
电动滑板车对交通系统产生的巨大影响推动了对这一现象的研究。电动滑板车的广泛使用也带来了一些新的安全问题,必须对此进行研究。本文的目的正是指向这一方向,以意大利巴里市为案例,调查记录在案的电动滑板车碰撞事故的主要促成因素、原因和模式,同时考虑不同的碰撞类型和严重程度。根据警方报告,对 2020 年 7 月至 2022 年 11 月期间(即巴里市实施电动摩托车的第一阶段)的碰撞数据集进行了调查。根据几个变量对事故进行了分类。尽管大部分事故都造成了人员伤亡(70%),但没有发生致命事故。考虑到道路类型,发现分隔道路的安全性低于未分隔道路,原因是平均车速高于其他道路,以及电动摩托车驾驶行为受到的限制较少。相对于高峰时段和夜间时段,平静的(非高峰时段)白天似乎会导致更频繁的电动摩托车碰撞事故,尽管夜间时段的严重程度会增加。一旦控制了暴露程度,季节、照明条件和私人/共享比例似乎都不会产生影响。与其他车辆相比,电动滑板车更容易在路段发生单车和行人碰撞事故,但与其他车辆相比,它们在交叉路口表现出类似的碰撞趋势(即角度碰撞)。交通调查显示,并非所有电动滑板车用户都使用自行车道。将这一信息与碰撞事故数据相结合,似乎不使用自行车道比使用自行车道更不安全。除工程措施和政策外,还应开展宣传活动,以激发用户的安全行为,并解决碰撞事故数据中出现的若干违规和不当行为。
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引用次数: 0
Dynamic Amplification of Railway Bridges under Varying Wagon Pass Frequencies 不同车厢通过频率下铁路桥梁的动态放大器
Pub Date : 2024-03-18 DOI: 10.3390/infrastructures9030062
Aminur K. Rahman, B. Imam, D. Hajializadeh
Train configurations give rise to a primary wagon pass forcing frequency and their multiples. When any one of these frequencies coincides with the natural frequency of vibration of the bridge, a resonant response can occur. This condition can amplify the dynamic response of the bridge, leading to increased levels of displacement, stresses and acceleration. Increased stress levels on critical bridge structural elements increases the rate at which fatigue damage accumulates. Increased bridge acceleration levels can affect passenger comfort, noise levels, and can also compromise train safety. For older bridges the effects of fatigue, and being able to predict the remaining life, has become a primary concern for bridge engineers. Better understanding of the sensitivity of fatigue damage to the characteristics of the passing train will lead to more accurate remaining life predictions and can also help to identify optimal train speeds for a given train–bridge configuration. In this paper, a mathematical model which enables the dynamic response of railway bridges to be assessed for different train configurations is presented. The model is based on the well established closed from solution of the Euler–Bernoulli Beam (EBB) model, for a series of moving loads, using the inverse Laplace–Carson transform. In this work the methodology is adapted to allow different train configurations to be easily implemented into the formulation in a generalised form. A generalised equation, which captures the primary wagon pass frequency for any train configuration, is developed and verified by presenting the results of the bridge response in the frequency domain. The model, and the accuracy of the equation for predicting the primary wagon pass frequency, is verified using independently obtained measured field train–bridge response data. The main emphasis of this work is to enable the practicing engineer, railway operators and bridge asset owners, to easily and efficiently make an initial assessment of dynamic amplification, and the optimal train speeds, for a given bridge and train configuration. This is visually presented in this work using a Campbell diagram, which shows dynamic amplification and compares this with those calculated based on the design code, across a range of train speeds. The diagram is able to identify train speeds at which a resonance response can occur, and the wagon pass frequency, or its multiples, which are causing the increased dynamic amplification. The model is implemented in Matlab and demonstrated by analysing a range of short- to medium-single span simply supported plate girder railway bridges, typically found on the UK railway network, using the standard BS-5400 train configurations. The model does not consider the effects of the train mass and suspension system as this would require a non-closed form numerical solution of the problem which is not practical for the purposes of an initial assessment of the train–bridge interaction problem.
列车配置会产生一个主要的货车通过强迫频率及其倍数。当其中任何一个频率与桥梁的自然振动频率重合时,就会产生共振响应。这种情况会放大桥梁的动态响应,导致位移、应力和加速度水平增加。桥梁关键结构部件上的应力水平增加会提高疲劳损坏的累积速度。桥梁加速度的增加会影响乘客的舒适度和噪音水平,也会危及列车安全。对于较老的桥梁,疲劳的影响以及能否预测剩余寿命已成为桥梁工程师关注的首要问题。更好地了解疲劳损伤对通过列车特性的敏感性将有助于更准确地预测剩余寿命,也有助于确定特定列车-桥梁配置的最佳列车速度。本文介绍了一个数学模型,该模型可评估不同列车配置下铁路桥梁的动态响应。该模型基于欧拉-伯努利梁(EBB)模型的成熟封闭解法,针对一系列移动载荷,使用反拉普拉斯-卡森变换。在这项工作中,对这一方法进行了调整,使不同的列车配置都能以通用形式轻松实现。通过在频域中显示桥梁响应的结果,开发并验证了一个通用方程,该方程可捕捉到任何列车配置的主要车皮通过频率。该模型以及用于预测主要车皮通过频率的方程的准确性,通过独立获得的现场列车-桥梁响应测量数据进行了验证。这项工作的主要重点是使执业工程师、铁路运营商和桥梁资产所有者能够轻松有效地对动态放大进行初步评估,并针对给定的桥梁和列车配置确定最佳列车速度。本作品使用坎贝尔图直观地展示了这一点,该图显示了动态放大率,并将其与根据设计规范计算出的列车速度范围进行了比较。该图能够确定可能发生共振响应的列车速度,以及导致动态放大增加的车厢通过频率或其倍数。该模型在 Matlab 中实现,并使用标准 BS-5400 列车配置分析了英国铁路网中常见的一系列中短跨简单支撑板梁铁路桥梁。该模型不考虑列车质量和悬挂系统的影响,因为这需要对问题进行非封闭形式的数值求解,而这对于初步评估列车-桥梁相互作用问题来说并不现实。
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引用次数: 0
Mechanical Performance of Patched Pavements with Different Patching Shapes Based on 2D and 3D Finite Element Simulations 基于二维和三维有限元模拟的不同修补形状修补路面的力学性能
Pub Date : 2024-03-17 DOI: 10.3390/infrastructures9030061
Shujian Wang, Han Zhang, Cong Du, Zijian Wang, Yuan Tian, Xinpeng Yao
Patching is a common technology used in repairing asphalt-pavement potholes. Due to the differences in material properties between patched- and unpatched-asphalt mixtures, significant strain and stress concentrations could be induced; thus, further cracks and interfacial debonding distress could be caused. As a remedy, the strain and stress concentrations can be alleviated by utilizing optimum patching shapes. Therefore, this paper employed finite element methods (FEM) to deeply analyze the mechanical performance of patched-asphalt pavements embedded with different patching shapes. Three patching shapes, these being rectangular, stair, and trapezoid, were considered for use in pavement pothole repairs based on two- and three-dimensional finite element models. In the two-dimensional models, Top-Down and Bottom-Up crack propagations were simulated to assess the anti-damage performance of the patched pavements with different patching shapes. In addition, the thermal stress behaviors within patched-asphalt pavements were simulated using the two-dimensional model to analyze the performance of the patched pavements during the cooling process in construction. In addition, interface-debonding performance was simulated for the patched-asphalt pavements using three-dimensional models. In light of the simulation results, engineers are expected to better understand the mechanism within patched pavements and to improve the quality of the pavement patching.
修补是修复沥青路面坑洞的常用技术。由于修补过的沥青混合料和未修补过的沥青混合料在材料特性上存在差异,可能会引起明显的应变和应力集中,从而导致进一步的裂缝和界面脱落。作为补救措施,可通过使用最佳修补形状来缓解应变和应力集中。因此,本文采用有限元方法(FEM)深入分析了不同修补形状的修补沥青路面的机械性能。基于二维和三维有限元模型,考虑了用于路面坑洞修复的三种修补形状,即矩形、阶梯形和梯形。在二维模型中,模拟了自上而下和自下而上的裂缝扩展,以评估不同修补形状的修补路面的抗损坏性能。此外,还使用二维模型模拟了修补沥青路面内的热应力行为,以分析修补路面在施工冷却过程中的性能。此外,还使用三维模型模拟了贴面沥青路面的界面粘结性能。根据模拟结果,工程师有望更好地了解修补路面的机理,并提高路面修补的质量。
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引用次数: 0
Enhanced Road Safety with Photoluminescent Pedestrian Crossings in Urban Contexts 在城市环境中使用发光行人过街设施加强道路安全
Pub Date : 2024-03-15 DOI: 10.3390/infrastructures9030060
T. J. M. Mateo Sanguino, M. J. Redondo González, Jose Miguel Davila Martin, J. M. Lozano Domínguez
The safety of roads in urban areas is a major concern for governments, demanding innovative solutions to enhance pedestrian safety. This paper introduces a novel approach to crosswalks by integrating resin with photoluminescent additives, offering a significant boost to road safety. A thorough methodology was employed to assess its effectiveness, covering mechanical, lighting, and vibroacoustic aspects, alongside a photogrammetric analysis of real-world experiments. The material exhibited noteworthy mechanical properties, displaying consistent tensile strength, load capacity, and strain values with a remarkable Shore A hardness. After 20 min, luminance values peaked at 68 mcd/m2, surpassing standard vehicle headlights at 100 m. Additionally, vibroacoustic analysis highlighted a noticeable relationship between vehicle speed and sound bandwidth, indicating the system’s potential to alert pedestrians. Tests revealed that the proposed system significantly decreased the average vehicle speed by 36.96% compared to conventional crosswalks, with a 27.80% reduction when drivers yielded to pedestrians. Furthermore, a survey involving 35 participants, focusing on the knowledge of road safety regulations, behavior, signage, and visibility, found positive results regarding accident reduction. The estimations indicate potential decreases of 26.26% in injuries and 35.4% in fatalities due to improved road conditions, 26.58% in injuries and 53.16% in fatalities resulting from reduced average speeds, and 52.56% in injuries and 79.91% in fatalities through enhanced road education. This underscores the multifaceted impact of the system on urban road safety.
城市地区的道路安全是政府关注的主要问题,需要创新的解决方案来加强行人安全。本文介绍了一种新颖的人行横道方法,即在树脂中加入光致发光添加剂,从而大大提高道路安全。本文采用了一套全面的方法来评估其有效性,涵盖了机械、照明和振动声学等方面,并对真实世界的实验进行了摄影测量分析。该材料表现出显著的机械性能,具有一致的拉伸强度、承载能力和应变值,邵氏硬度为 A。20 分钟后,亮度值达到峰值 68 mcd/m2,超过了 100 米处的标准汽车前大灯。此外,振动声学分析凸显了车速与声音带宽之间的明显关系,表明该系统具有提醒行人的潜力。测试表明,与传统的人行横道相比,拟议的系统大大降低了 36.96% 的平均车速,当司机礼让行人时,平均车速降低了 27.80%。此外,对 35 名参与者进行了一项调查,重点是道路安全法规、行为、标志和能见度方面的知识,结果显示在减少事故方面取得了积极成果。据估计,改善道路状况可减少 26.26% 的受伤人数和 35.4% 的死亡人数;降低平均车速可减少 26.58% 的受伤人数和 53.16% 的死亡人数;加强道路教育可减少 52.56% 的受伤人数和 79.91% 的死亡人数。这凸显了该系统对城市道路安全的多方面影响。
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引用次数: 0
Impacts on Crash Cushions—Analysis of the Safety Performance of Passenger Cars with Improved Safety Equipment Compared with Test Vehicles Based on Assessment Criteria as Defined in EN 1317 对碰撞缓冲器的冲击--根据 EN 1317 中定义的评估标准,分析采用改进型安全设备的乘用车与测试车辆相比的安全性能
Pub Date : 2024-03-14 DOI: 10.3390/infrastructures9030059
E. Tomasch, Gregor Gstrein
To assess the safety performance of crash cushions, guidelines or standards are used. Real-life accident conditions might deviate substantially from the approval test conditions. The objective of this study is to evaluate occupant safety in passenger cars in the event of an impact against a crash cushion. Real-life accident configurations deviate significantly from the impact configurations used in the approval test EN 1317. In four different tests, two vehicles regularly used in EN 1317 and two vehicles with improved safety equipment (airbag, pretensioner, and load limiter) are used. The impact speed is 100 km/h, whereas the crash cushion is designed for an impact speed of 80 km/h. One configuration is defined as a full overlap, and one has a 50% offset. The ASI (Acceleration Severity Index), THIV/OIV (Theoretical Head Impact Velocity/Occupant Impact Velocity), and PHD/ORA (Post Head Deceleration/Occupant Ride down Acceleration) are calculated from the acceleration signals. The offset impact was more serious for both the regularly used vehicle and the vehicle with improved safety equipment. Vehicles with improved safety equipment do not have any influence on these criteria. It is apparent that new occupant safety technologies will not have any influence on occupant safety performance. The criteria currently in use are more likely to be of use for assessing vehicle performance rather than occupant safety.
在评估防撞缓冲装置的安全性能时,使用的是准则或标准。实际事故条件可能与批准的测试条件有很大偏差。本研究的目的是评估乘用车在撞击防撞缓冲装置时的乘员安全。现实生活中的事故配置与 EN 1317 认证测试中使用的撞击配置有很大偏差。在四次不同的测试中,使用了两辆 EN 1317 中常规使用的车辆和两辆配备了改进安全设备(安全气囊、预紧器和负载限制器)的车辆。撞击速度为 100 公里/小时,而防撞缓冲装置的设计撞击速度为 80 公里/小时。一种配置被定义为完全重叠,一种配置有 50%的偏移。根据加速度信号计算出 ASI(加速度严重性指数)、THIV/OIV(理论头部撞击速度/乘员撞击速度)和 PHD/ORA(头部后减速度/乘员向下加速度)。常规使用的车辆和改进了安全设备的车辆的偏置撞击都更为严重。配备改进型安全设备的车辆对这些标准没有任何影响。显然,新的乘员安全技术不会对乘员安全性能产生任何影响。目前使用的标准更可能用于评估车辆性能,而不是乘员安全。
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引用次数: 0
Transport Infrastructure Management Based on LiDAR Synthetic Data: A Deep Learning Approach with a ROADSENSE Simulator 基于激光雷达合成数据的交通基础设施管理:使用 ROADSENSE 模拟器的深度学习方法
Pub Date : 2024-03-13 DOI: 10.3390/infrastructures9030058
Lino Comesaña-Cebral, J. Martínez-Sánchez, Antón Nuñez Seoane, P. Arias
In the realm of transportation system management, various remote sensing techniques have proven instrumental in enhancing safety, mobility, and overall resilience. Among these techniques, Light Detection and Ranging (LiDAR) has emerged as a prevalent method for object detection, facilitating the comprehensive monitoring of environmental and infrastructure assets in transportation environments. Currently, the application of Artificial Intelligence (AI)-based methods, particularly in the domain of semantic segmentation of 3D LiDAR point clouds by Deep Learning (DL) models, is a powerful method for supporting the management of both infrastructure and vegetation in road environments. In this context, there is a lack of open labeled datasets that are suitable for training Deep Neural Networks (DNNs) in transportation scenarios, so, to fill this gap, we introduce ROADSENSE (Road and Scenic Environment Simulation), an open-access 3D scene simulator that generates synthetic datasets with labeled point clouds. We assess its functionality by adapting and training a state-of-the-art DL-based semantic classifier, PointNet++, with synthetic data generated by both ROADSENSE and the well-known HELIOS++ (HEildelberg LiDAR Operations Simulator). To evaluate the resulting trained models, we apply both DNNs on real point clouds and demonstrate their effectiveness in both roadway and forest environments. While the differences are minor, the best mean intersection over union (MIoU) values for highway and national roads are over 77%, which are obtained with the DNN trained on HELIOS++ point clouds, and the best classification performance in forested areas is over 92%, which is obtained with the model trained on ROADSENSE point clouds. This work contributes information on a valuable tool for advancing DL applications in transportation scenarios, offering insights and solutions for improved road and roadside management.
在交通系统管理领域,各种遥感技术已被证明有助于提高安全性、流动性和整体复原力。在这些技术中,光探测和测距(LiDAR)已成为物体探测的常用方法,有助于全面监测交通环境中的环境和基础设施资产。目前,基于人工智能(AI)方法的应用,特别是在深度学习(DL)模型对三维 LiDAR 点云进行语义分割的领域,是支持道路环境中基础设施和植被管理的有力方法。因此,为了填补这一空白,我们引入了 ROADSENSE(道路与风景环境模拟),这是一个可开放访问的三维场景模拟器,可生成带有标记点云的合成数据集。我们利用 ROADSENSE 和著名的 HELIOS++(HEildelberg LiDAR Operations Simulator,海尔德堡激光雷达操作模拟器)生成的合成数据,通过调整和训练最先进的基于 DL 的语义分类器 PointNet++ 来评估其功能。为了评估所生成的训练有素的模型,我们在真实点云上应用了这两种 DNN,并展示了它们在道路和森林环境中的有效性。虽然差异不大,但在高速公路和国道上,使用在 HELIOS++ 点云上训练的 DNN 所获得的平均交叉点大于联合点 (MIoU) 的最佳值超过 77%,而在森林地区,使用在 ROADSENSE 点云上训练的模型所获得的最佳分类性能超过 92%。这项工作为推进交通场景中的数字地图应用提供了有价值的工具信息,为改善道路和路边管理提供了见解和解决方案。
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引用次数: 0
Role of Civionics in the Civil Structural Health Monitoring System Civionics 在民用结构健康监测系统中的作用
Pub Date : 2024-03-11 DOI: 10.3390/infrastructures9030057
Aftab A. Mufti, Douglas J. Thomson
Civil structural health monitoring (CSHM) tracks different aspects of an infrastructure system’s service and safety condition by utilizing reliably measured data and physics-based model simulations. Data and physical models are coupled with heuristic experience to proactively represent current and expected future performance. In the past two decades, more bridges and dams have been instrumented and monitored during and after construction to determine their performances and responses to various loading, material, boundary, and environmental conditions. Furthermore, bridge and dam owners increasingly utilize civionics systems to obtain essential data for developing data-driven asset management programs and addressing the state of good repair requirements.
土木工程结构健康监测(CSHM)通过利用可靠的测量数据和基于物理的模型模拟,跟踪基础设施系统各方面的服务和安全状况。数据和物理模型与启发式经验相结合,可主动反映当前和预期的未来性能。在过去的二十年中,越来越多的桥梁和大坝在施工期间和施工后都安装了仪器并进行了监测,以确定其性能以及对各种荷载、材料、边界和环境条件的响应。此外,桥梁和大坝的所有者也越来越多地利用民用电子系统来获取重要数据,以制定数据驱动的资产管理计划,并满足良好维修状态的要求。
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引用次数: 0
期刊
Infrastructures
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