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Spatiotemporal Analysis of Property Damage-only Accident Hotspots Using GIS in Sharjah, UAE 利用地理信息系统对阿联酋沙迦仅造成财产损失的事故热点进行时空分析
IF 1.1 Q3 Engineering Pub Date : 2024-04-12 DOI: 10.14525/jjce.v18i2.13
Lubna Obaid
Recent research on road-traffic accidents (RTAs) has become a focal point for safety and transportation experts, focusing on understanding their rates, characteristics, causes and effects. A significant development in this field is using Geographic Information Systems (GISs) to analyze RTAs. The primary objective of this study is to introduce a GIS-based approach for the comprehensive analysis of the spatial and temporal distribution of RTAs, specifically Property Damage-only (PDO) accidents. This research also endeavors to pinpoint accident-prone areas, commonly called ‘hotspots,’ and high-density accident clusters. This was achieved through spatialautocorrelation analysis, incorporating techniques, including inverse distance weighting, Moran’s index and the Getis Ord Gi* statistic. By focusing on eight years of accident data (2015-2022) in the Sharjah Emirate of the United Arab Emirates, this study contributes to a deeper understanding of the distribution of traffic accidents. The analysis of temporal patterns revealed that the monthly distribution of PDO accidents showed the lowest frequencies of incidents in July, August and September throughout the study period. Furthermore, PDO accident frequencies peaked in 2015, followed by a decline until 2018, after which there was a slight increase until the conclusion of the analysis in 2022. Spatial analysis highlighted significant clustering of PDO-related RTAs. Hotspot analysis specifically identified downtown areas of Sharjah city as more prone to PDO accidents than other regions. The findings underscore the effectiveness of the analytical methods employed, which can be utilized for identifying and prioritizing accident hotspots. Keywords: Road-traffic accidents, Property Damage Only (PDO), Spatial analysis, Hotspot analysis, GIS.
最近,道路交通事故(RTAs)研究已成为安全和交通专家关注的焦点,其重点是了解道路交通事故的发生率、特点、原因和影响。利用地理信息系统(GIS)分析道路交通事故是这一领域的一项重要发展。本研究的主要目的是引入一种基于地理信息系统的方法,对区域交通事故(特别是仅造成财产损失的事故)的时空分布进行综合分析。本研究还致力于确定事故易发区域(通常称为 "热点")和高密度事故集群。通过空间相关性分析,并结合反距离加权、莫兰指数和 Getis Ord Gi* 统计等技术,实现了这一目标。本研究侧重于阿拉伯联合酋长国沙迦酋长国八年(2015-2022 年)的事故数据,有助于加深对交通事故分布的理解。对时间模式的分析表明,在整个研究期间,PDO 事故的月度分布显示,7 月、8 月和 9 月的事故频率最低。此外,PDO 事故频率在 2015 年达到峰值,随后出现下降,直至 2018 年,之后又略有上升,直至 2022 年分析结束。空间分析凸显了与PDO相关的区域交通事故的显著聚集性。热点分析特别指出,与其他地区相比,沙迦市中心地区更容易发生 PDO 事故。研究结果强调了所采用的分析方法的有效性,可用于识别事故热点并确定其优先次序。关键词道路交通事故、财产损失(PDO)、空间分析、热点分析、地理信息系统。
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引用次数: 0
Investigating the Effects of Adhesive on the Shear Capacity of Bolted Steel Connections 研究粘合剂对螺栓连接钢筋剪切能力的影响
IF 1.1 Q3 Engineering Pub Date : 2024-04-12 DOI: 10.14525/jjce.v18i2.06
Bilal Yasin
Recently, there has been a particular emphasis on the use of structural adhesives in steel connection systems. Applying adhesives that possess both high strength and flexibility would be highly advantageous for structural purposes. In this study, experimental tests are conducted on two main different types of steel-plate connections; namely, bolted connections and bolted connections with glue. The number of bolts ranged from one to eight for each connection type, such that a total of seven specimens of each type are tested. Additionally, one specimen with only glue is also tested for comparison. The findings indicated that the inclusion of up to four bolts with glue along the connection does not significantly increase the ultimate stress. This can be attributed to the non-uniform distribution of normal stresses, induced by the tightening of the small number of bolts that are not arranged across the entire connection region, on the capacity of the connection in the perpendicular direction. Thus, the connection could have been adequately established the same capacity through the use of adhesive alone. In contrast, the capacity is increased up to 60% and 100% when six or eight bolts are added, respectively, compared to the use of the connection with glue only. A three-dimensional finite-element analysis is developed based on the tested connections using ABAQUS/Explicit software. The glued interface between two steel plates is modelled using cohesive and damage criteria. The results are demonstrated to be consistent with the experimental findings. Keywords: ABAQUS, Adhesive, Bolts, Finite-element analysis, Shear, Steel connections
最近,人们特别强调在钢结构连接系统中使用结构粘合剂。在结构上使用同时具有高强度和柔韧性的粘合剂是非常有利的。本研究对两种不同类型的钢板连接进行了实验测试,即螺栓连接和带胶螺栓连接。每种连接类型的螺栓数量从一个到八个不等,因此每种类型共有七个试样接受测试。此外,还测试了一个仅使用胶水的试样,以进行比较。测试结果表明,在连接处加入最多四个螺栓和胶水并不会显著增加极限应力。这可以归因于法向应力的不均匀分布,这种不均匀分布是由于在整个连接区域内未布置的少量螺栓的拧紧对连接在垂直方向上的承载能力造成的。因此,仅使用粘合剂就能使连接达到相同的承载能力。相反,与仅使用胶水的连接方式相比,增加六个或八个螺栓后,连接能力分别提高了 60% 和 100%。根据测试的连接情况,使用 ABAQUS/Explicit 软件进行了三维有限元分析。两块钢板之间的胶合界面使用内聚和破坏标准进行建模。分析结果与实验结果一致。关键词ABAQUS、粘合剂、螺栓、有限元分析、剪切、钢连接
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引用次数: 0
Strategies for Enhancing Traffic Safety among Adolescent and Adult Motorcycle Riders in Indonesia 加强印度尼西亚青少年和成年摩托车驾驶员交通安全的战略
IF 1.1 Q3 Engineering Pub Date : 2024-04-12 DOI: 10.14525/jjce.v18i2.11
Pada Lumba
This research places emphasis on strategies for enhancing traffic safety among adolescent and adult motorcycle riders. 87.36% of accidents in Indonesia involved motorcycle riders and approximately 25% of these accidents involve underage riders. Therefore, a reasonable solution is needed to reduce the number of accidents in Indonesia. The criteria for respondents in this study were adolescent and adult motorcycle riders. The respondents were interviewed for approximately 10 minutes. The total sample amounted to 530 respondents. The research was conducted in Riau province, Indonesia. The research results indicate that adolescent riders are about 4 times more likely to experience accidents compared to adult riders. Model validation demonstrates an accuracy level of up to 89% for the obtained model. The findings of this research suggest strategies for enhancing the safety of both adolescent and adult motorcycle riders, including advising riders to drive their motorcycles in good stamina and performance, advising riders to rest when fatigued, advising riders not to ride between 12:00 AM and 06:00 AM, enforcing strict measures by law enforcement to apprehend riders without a valid driving license, exercising caution when crossing straight roads and roads with non-variable roadside variability. Another finding from this research is that the model in this research took 3 factor types into consideration that cause accidents including human factors, road and environmental factors and vehicle factor. Then, these factors are modeled simultaneously. Keywords: Adolescent, Adult, Motorcycle, Riders, Safety, Strategies.
这项研究的重点是加强青少年和成年摩托车骑手交通安全的策略。印尼 87.36% 的交通事故涉及摩托车驾驶员,其中约 25% 涉及未成年驾驶员。因此,印尼需要一个合理的解决方案来减少事故数量。本研究的受访者标准是青少年和成年摩托车骑手。受访者的访谈时间约为 10 分钟。样本总数为 530 人。研究在印度尼西亚廖内省进行。研究结果表明,与成年骑手相比,青少年骑手发生事故的几率要高出约 4 倍。模型验证表明,所获得模型的准确率高达 89%。研究结果提出了提高青少年和成年摩托车驾驶者安全的策略,包括建议驾驶者以良好的体力和性能驾驶摩托车、建议驾驶者在疲劳时休息、建议驾驶者不要在凌晨 12:00 至早上 6:00 之间骑车、执法部门采取严格措施逮捕无有效驾驶执照的驾驶者、在穿越笔直道路和路边变化不明显的道路时保持谨慎等。本研究的另一个发现是,本研究的模型考虑了导致事故的 3 种因素,包括人的因素、道路和环境因素以及车辆因素。然后,对这些因素同时进行建模。关键词青少年 成年人 摩托车 驾驶员 安全策略
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引用次数: 0
Modeling of Traffic Noise along Urban Arterials in Irbid City of Jordan 约旦伊尔比德市城市干道交通噪声模型
IF 1.1 Q3 Engineering Pub Date : 2024-04-12 DOI: 10.14525/jjce.v18i2.14
Hashem R. Al-Masaeid
Traffic-related noise pollution is a recurring problem in large and medium-sized cities. The objective of this study is to quantify traffic-noise levels along selected urban arterials and model the generated traffic noise based on traffic and pavement characteristics. Urban arterial and collector streets in Irbid city, Jordan, were taken as a case study. The city is considered an example of a medium-sized city. 65 urban arterial and collector sections were selected to achieve the stated objective. For each section, ten noise measurements were taken using a time interval of 2.5 minutes for each observation. The statistical pass-by method was used to measure 650 externalnoise observations. In addition, data on traffic, pavement and section geometric characteristics was obtained through field measurements. The collected traffic characteristics, including traffic flow, percentage of trucks and speed in each direction of travel, were obtained. In addition to the measurement of pavement macrotexture depth, an international roughness index was measured using a smartphone application. Investigation of the collected noise data indicated that urban streets experienced high noise levels, reaching maximum and average values of 82 and 77.2 dB(A), respectively. The results of the analyses showed that an increase in each of the included traffic characteristics resulted in significantly higher noise levels. For example, an increase in speed from 35 to 55 km/h would increase noise by 2.7 dB(A). In addition, the interaction term of roughness index and pavement macrotexture depth was found to increase the generated noise. Finally, the results of the analysis indicated that both multivariate linear -and exponential-regression models are suitable to model the generated traffic noise. Each model explained approximately 54% of the noise variability. Probably, traffic composition and vehicle-power type heterogeneity might reduce the level of explained variability. Keywords: Traffic noise, Urban arterials, Pass-by method, Noise modeling, Jordan.
与交通相关的噪声污染是大中城市经常出现的问题。本研究的目的是对选定的城市干道沿线的交通噪声水平进行量化,并根据交通和路面特征对产生的交通噪声进行建模。研究以约旦伊尔比德市的城市干道和集散街道为案例。该市被视为中等城市的典范。为实现既定目标,选择了 65 个城市干道和集散路段。对每个路段进行了 10 次噪声测量,每次观测的时间间隔为 2.5 分钟。采用统计通过法测量了 650 个外部噪声观测值。此外,还通过实地测量获得了有关交通、路面和路段几何特征的数据。收集到的交通特征包括交通流量、卡车所占百分比以及各行驶方向的速度。除了测量路面宏观纹理深度外,还使用智能手机应用程序测量了国际粗糙度指数。对收集到的噪音数据进行的调查表明,城市街道的噪音水平较高,最大值和平均值分别达到 82 分贝(A)和 77.2 分贝(A)。分析结果表明,每个交通特性的增加都会导致噪声水平显著升高。例如,车速从 35 公里/小时提高到 55 公里/小时,噪声将增加 2.7 分贝(A)。此外,粗糙度指数和路面宏观纹理深度的交互项也会增加产生的噪音。最后,分析结果表明,多元线性回归模型和指数回归模型都适用于模拟产生的交通噪声。每个模型都能解释约 54% 的噪声变化。交通组成和车辆功率类型的异质性可能会降低解释的变异性水平。关键词交通噪声、城市干道、通过法、噪声模型、约旦。
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引用次数: 0
Behavior of Sand Specimens Subjected to Cyclic Loads under Drained and Undrained Conditions in Variable Loading Amplitudes 砂试样在不同加载振幅的排水和非排水条件下承受循环载荷的行为
IF 1.1 Q3 Engineering Pub Date : 2024-04-12 DOI: 10.14525/jjce.v18i2.09
Van Thuy Do
Dynamic loads with different magnitudes cause shear stress and strain in the soil and increase the pore water pressure, reducing soil strength and leading to structural failure. This article presents the behavior of natural river-sand specimens subjected to cyclic loads under both drained and undrained conditions, as observed in cyclic triaxial tests conducted in the laboratory. The experiments were performed on sand specimens with a relative compaction of 0.95 when changing the loading amplitude with three different levels of 30 kPa, 50 kPa and 60 kPa. Experimental results show that, under the condition of drained cycle load, the pore water pressure does not form; only accumulated strain and dynamic parameters are almost unchanged. Meanwhile, with the condition of undrained cyclic load, the pore water pressure increases and causes liquefaction of the specimen, then the axial strain increases dramatically and is not capable of recovery. When varying the loading amplitude under drained condition, the initial-strength values increase as the amplitude of the load increases. This trend has the opposite direction when testing under undrained condition, which means that when increasing the loading amplitude, the initial-strength values decrease and the liquefaction potential of the specimens is faster. Further, under the undrained condition, the loading amplitude of 30 kPa effect is almost negligible on the liquefaction ability of the specimen. Keywords: Sand, Drained condition, Undrained condition, Loading amplitude, Cyclic triaxial tests
不同大小的动荷载会在土壤中产生剪应力和应变,增加孔隙水压力,降低土壤强度,导致结构破坏。本文介绍了在实验室进行的循环三轴试验中观察到的天然河沙试样在排水和不排水条件下承受循环荷载的行为。实验是在相对压实度为 0.95 的砂试样上进行的,同时改变了 30 kPa、50 kPa 和 60 kPa 三种不同水平的加载振幅。实验结果表明,在排水循环荷载条件下,孔隙水压力不会形成,只有累积应变和动态参数几乎没有变化。而在未排水循环荷载条件下,孔隙水压力增大,导致试样液化,轴向应变急剧增大,且无法恢复。在排水状态下改变加载振幅时,初始强度值会随着加载振幅的增大而增大。在排水状态下进行试验时,这一趋势与之相反,即当加载振幅增大时,初始强度值减小,试样的液化潜势加快。此外,在不排水条件下,30 kPa 的加载振幅对试样液化能力的影响几乎可以忽略不计。关键词砂;排水状态;非排水状态;加载振幅;循环三轴试验
{"title":"Behavior of Sand Specimens Subjected to Cyclic Loads under Drained and Undrained Conditions in Variable Loading Amplitudes","authors":"Van Thuy Do","doi":"10.14525/jjce.v18i2.09","DOIUrl":"https://doi.org/10.14525/jjce.v18i2.09","url":null,"abstract":"Dynamic loads with different magnitudes cause shear stress and strain in the soil and increase the pore water pressure, reducing soil strength and leading to structural failure. This article presents the behavior of natural river-sand specimens subjected to cyclic loads under both drained and undrained conditions, as observed in cyclic triaxial tests conducted in the laboratory. The experiments were performed on sand specimens with a relative compaction of 0.95 when changing the loading amplitude with three different levels of 30 kPa, 50 kPa and 60 kPa. Experimental results show that, under the condition of drained cycle load, the pore water pressure does not form; only accumulated strain and dynamic parameters are almost unchanged. Meanwhile, with the condition of undrained cyclic load, the pore water pressure increases and causes liquefaction of the specimen, then the axial strain increases dramatically and is not capable of recovery. When varying the loading amplitude under drained condition, the initial-strength values increase as the amplitude of the load increases. This trend has the opposite direction when testing under undrained condition, which means that when increasing the loading amplitude, the initial-strength values decrease and the liquefaction potential of the specimens is faster. Further, under the undrained condition, the loading amplitude of 30 kPa effect is almost negligible on the liquefaction ability of the specimen. Keywords: Sand, Drained condition, Undrained condition, Loading amplitude, Cyclic triaxial tests","PeriodicalId":51814,"journal":{"name":"Jordan Journal of Civil Engineering","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140711715","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mapping Floods during Cloudy Weather Using Radar Satellite Images 利用雷达卫星图像绘制阴天洪水地图
IF 1.1 Q3 Engineering Pub Date : 2024-01-01 DOI: 10.14525/jjce.v18i1.03
Nawras Shatnawi
Monitoring floods using optical satellite images in winter is challenging. Because of the thickness of clouds, the electromagnetic bands used by satellites are too narrow and the resulting signals are reflected into space. The purpose of this study is to assess the potential of implementing a high-resolution synthetic aperture radar system (SAR) for the purpose of mapping floods in Jordan while the weather is cloudy. TerraSAR-X satellite was utilized to acquire images of high resolution for flood monitoring. This research employed TerraSAR-X thresholding images to identify flood-prone areas and track floods over time using time-series images. It was possible to determine the places of the landscape that have been impacted by the flood and to establish the degree of damage by conducting an analysis of the changes that have occurred in the landscape. The accuracy of the study's findings was confirmed using backscatter texture analysis on the images, which revealed a small difference between thresholding and texture analysis approaches of less than 3% in the mapped test region's flood area. While monitoring floods, it is recommended to use TerraSAR-X images, particularly in conjunction with other data sources, such as weather predictions and hydrological models. KEYWORDS: Flood mapping, Polarimetric SAR, TerraSAR-X, Texture analysis, Thresholding, Interferometric SAR
在冬季使用光学卫星图像监测洪水具有挑战性。由于云层很厚,卫星使用的电磁波段太窄,产生的信号会被反射到太空中。本研究的目的是评估利用高分辨率合成孔径雷达系统绘制约旦洪水地图的潜力。利用 TerraSAR-X 卫星获取高分辨率图像用于洪水监测。这项研究利用 TerraSAR-X 的阈值图像识别洪水易发地区,并利用时间序列图像跟踪洪水的时间变化。通过分析地貌发生的变化,可以确定哪些地方的地貌受到了洪水的影响,并确定损害程度。通过对图像进行反向散射纹理分析,证实了研究结果的准确性,结果表明,在绘制的测试区域洪水区域图中,阈值法和纹理分析法之间的差异小于 3%。在监测洪水时,建议使用 TerraSAR-X 图像,特别是与其他数据源(如天气预报和水文模型)结合使用。关键词: 洪水测绘、极坐标合成孔径雷达、TerraSAR-X、纹理分析、阈值处理、干涉测量合成孔径雷达
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引用次数: 0
Expansive Soil Stabilization Using Steel Factory Dust 利用钢铁厂粉尘稳定膨胀性土壤
IF 1.1 Q3 Engineering Pub Date : 2024-01-01 DOI: 10.14525/jjce.v18i1.11
Z. Abdalqadir
One of the geotechnical-engineering roles is soil stabilization, because it affects the long-term strength and functionality of structures. For suitability and durability of expansive soils for construction projects, shear strength, bearing capacity and other characteristics can be enhanced through the stabilization process. This study is focused on the effects of steel factory dust (SFD) as an additive on the improvement of the undesired geotechnical properties of expansive soil (CH soil). A series of laboratory tests were conducted on intact and treated samples. SFD was added by 0, 2, 4, 6, 8 and 10% to the dry soil. The conducted tests are consistency, specific-gravity, modified Proctor compaction, swelling-pressure and -percent and unconfined compression tests. The addition of SFD reduced the values of liquid and plastic limits, plasticity index, modulus of elasticity and allowable bearing capacity. Significantly, the 10% SFD addition significantly reduced swelling percent and pressure by 26.8% and 25.4%, respectively while notably increasing the unconfined compressive strength (UCS) from 475 MPa to 629 MPa. SFD was found to be a successful waste material in improving expansive soil by using 10% as the best addition percent, which usefully saves the environment. KEYWORDS: Expansive soil, Stabilization, Steel factory dust, Swelling, Unconfined compressive strength. INTRODUCTIO
岩土工程的作用之一是稳定土壤,因为它影响结构的长期强度和功能。为了使膨胀性土壤适用于建筑工程并具有耐久性,可以通过稳定过程提高其抗剪强度、承载力和其他特性。本研究的重点是钢厂粉尘(SFD)作为添加剂对改善膨胀土(CH 土)不良岩土特性的影响。对完整样本和处理过的样本进行了一系列实验室测试。在干土中分别添加了 0%、2%、4%、6%、8% 和 10%的 SFD。所进行的测试包括稠度、比重、改良 Proctor 压实度、膨胀压力和百分比以及无约束压缩试验。添加 SFD 后,液限和塑限、塑性指数、弹性模量和容许承载力的值都有所降低。值得注意的是,添加 10% SFD 后,膨胀率和压力分别显著降低了 26.8% 和 25.4%,而无侧限抗压强度(UCS)则从 475 兆帕增至 629 兆帕。研究发现,SFD 是一种成功的改良膨胀性土壤的废弃材料,其最佳添加量为 10%,可有效保护环境。关键词:膨胀土 稳定化 钢厂粉尘 膨胀 无侧限抗压强度引言
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引用次数: 0
Study On Axial Stretching Mechanical Property Of Plant Fiber Reinforced Cementitious Composites 植物纤维增强水泥基复合材料的轴向拉伸力学性能研究
IF 1.1 Q3 Engineering Pub Date : 2024-01-01 DOI: 10.14525/jjce.v18i1.05
Xinyuan Wang
This paper aims to explore the tensile properties of plant fiber-reinforced cementitious composites (PFRCCs). An axial tensile numerical-simulation and test study of PFRCC panels with four thicknesses was performed to analyze their tensile properties, providing a relevant basis for the engineering application of PFRCC panels. The results show that the peak load of uniaxial tensile failure of PFRCC panels with thicknesses of 8 mm, 12 mm, 15 mm and 18 mm is 424.0 N, 664.8 N, 825.0 N and 986.4 N, respectively. The bearing capacity of the panels gradually increases with the increase of the thickness. The peak tensile strain is about 0.044%, 2.93 times that of the cement matrix and the tensile strength is about 2.73 MPa. It is proved that adding plant fiber can increase the toughness of the cement matrix and increasing PFRCC panel thickness can improve its tensile bearing capacity without affecting its tensile-strength. KEYWORDS: Composite materials, Cement matrix, Plant fiber, Axial tension.
本文旨在探讨植物纤维增强水泥基复合材料(PFRCC)的拉伸性能。通过对四种厚度的植物纤维增强水泥基复合板进行轴向拉伸数值模拟和试验研究,分析其拉伸性能,为植物纤维增强水泥基复合板的工程应用提供相关依据。结果表明,厚度分别为 8 毫米、12 毫米、15 毫米和 18 毫米的 PFRCC 面板单轴拉伸破坏的峰值荷载分别为 424.0 牛顿、664.8 牛顿、825.0 牛顿和 986.4 牛顿。面板的承载能力随着厚度的增加而逐渐提高。拉伸峰值应变约为 0.044%,是水泥基体的 2.93 倍,拉伸强度约为 2.73 兆帕。实验证明,添加植物纤维可提高水泥基体的韧性,增加 PFRCC 面板厚度可提高其拉伸承载能力,而不影响其抗拉强度。关键词: 复合材料 水泥基体 植物纤维 轴向拉伸
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引用次数: 0
Optimal Design of Truss Using a Hybrid Method Based on Particle Swarm Optimizer and Harris Hawk Algorithm 使用基于粒子群优化器和 Harris Hawk 算法的混合方法优化桁架设计
IF 1.1 Q3 Engineering Pub Date : 2024-01-01 DOI: 10.14525/jjce.v18i1.07
M. Yassami
This paper presents two hybrid optimization methods known as PSOHHO and DPSOHHO optimization algorithms. In the first method, using a number of formulae, the top populations are exchanged between the two algorithms and a new population is created and in the second method, we adopted the parallel optimization and optimized its performance. In this method, unlike other parallel methods, the population does not remain constant. With this ability, the strengths of an algorithm can be used to compensate for the weaknesses of the other algorithm. In these methods, no changes are made to the algorithms. The main goal is to use existing algorithms. These methods attain the optimal solution in the shortest time possible. Two algorithms of particleswarm optimization (PSO) and Harris Hawks's optimization (HHO) are used to present this method and two truss samples and CEC209 are considered to confirm the performance of this method. Based on the results, these methods have rapid convergence speed and acceptable results compared to other methods. KEYWORDS: Meta-heuristic algorithms, Hybrid algorithm, Optimization, Dynamic hybrid algorithm, Truss.
本文提出了两种混合优化方法,即 PSOHHO 和 DPSOHHO 优化算法。在第一种方法中,我们利用一些公式,在两种算法之间交换最高种群,并创建一个新种群;在第二种方法中,我们采用了并行优化法,并优化了其性能。在这种方法中,与其他并行方法不同的是,种群并不是一成不变的。有了这种能力,一种算法的长处可以用来弥补另一种算法的短处。在这些方法中,算法不做任何改动。主要目标是使用现有算法。这些方法能在最短时间内获得最优解。在介绍这种方法时,使用了粒子群优化(PSO)和哈里斯-霍克斯优化(HHO)两种算法,并考虑了两个桁架样本和 CEC209,以证实这种方法的性能。结果表明,与其他方法相比,这些方法收敛速度快,结果可接受。关键词: 元启发式算法、混合算法、优化、动态混合算法、桁架。
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引用次数: 0
Assessing the Accident-Cost Relationship in Building Construction Projects Using Structural Equation Modeling 利用结构方程模型评估建筑施工项目中的事故与成本关系
IF 1.1 Q3 Engineering Pub Date : 2024-01-01 DOI: 10.14525/jjce.v18i1.02
Milad Ghanbari
This study aimed to evaluate the accident-causing factors affecting the total cost of building construction projects using a structural-equation model (SEM). Through the analysis of 35 identified factors categorized into construction, natural disaster, physical and human and psychological domains, this study examined their effects on project costs. The data collected from 120 construction experts in Iraq was analyzed using the SmartPLS software. This study assessed the fit of the measurement model using the following key criteria: reliability, convergent validity and divergent validity. All latent constructs demonstrated Cronbach’s-alpha values of above 0.70 and composite-reliability (CR) values of above 0.70, indicating their reliability. The average variance extracted (AVE) values exceeded the 0.5 threshold, confirming convergent validity. The model also demonstrated acceptable discriminant validity. The results confirmed the significant impact of accident-causing factors on project costs, with "excessive physical activity," "storm," "improper ventilation," "low motivation and low efficiency of the workers," and "fire, explosion and vibration" emerging as the top five influencing factors. These findings emphasized the need for tailored safety measures to mitigate such risks. The study underscored the importance of addressing accident-causing factors to enhance both safety planning and financial outcomes in building construction projects. KEYWORDS: Accident-causing factors, Project cost, Construction-project management, Safety assessment, Structural-equation modeling
本研究旨在利用结构方程模型(SEM)评估影响建筑施工项目总成本的事故致因。本研究通过对已确定的 35 个因素进行分析,将其分为建筑、自然灾害、物理和人及心理领域,研究了这些因素对项目成本的影响。本研究使用 SmartPLS 软件对从伊拉克 120 名建筑专家处收集的数据进行了分析。本研究使用以下主要标准对测量模型的拟合度进行了评估:信度、收敛效度和发散效度。所有潜在构念的 Cronbach's-alpha 值均高于 0.70,复合可信度 (CR) 值均高于 0.70,表明其可信度较高。平均方差提取(AVE)值超过了 0.5 的临界值,证实了收敛效度。该模型还显示了可接受的判别效度。结果证实了事故诱因对项目成本的重大影响,其中 "过度体力活动"、"暴风雨"、"通风不当"、"工人积极性低和效率低 "以及 "火灾、爆炸和振动 "成为前五大影响因素。这些发现强调了采取有针对性的安全措施来降低此类风险的必要性。研究强调了解决事故致因的重要性,以加强建筑施工项目的安全规划和财务成果。关键词: 事故诱因 项目成本 建筑项目管理 安全评估 结构方程建模
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引用次数: 0
期刊
Jordan Journal of Civil Engineering
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