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Nonlinear Finite Element Analysis of High-strength Reinforced Concrete Beams with Severely Disturbed Regions 具有严重扰动区域的高强钢筋混凝土梁的非线性有限元分析
IF 1.1 Q3 Engineering Pub Date : 2023-01-01 DOI: 10.14525/jjce.v17i1.03
Qasim M. Shakir, Yahya M. Al-Sahlawi, Baneen B. Abd, Sara A. Hamad
The inclusion of D-regions within a reinforced-concrete member may affect largely the general behavior of the structure. Different techniques and approaches were proposed to control the behaviour of D-regions, such as the shear-friction approach and the STM model. Such proposals may not be applicable for all types of Dregions. The current work presents a nonlinear finite element model using the ANSYS software, that is adopted to study three types of D-regions, which are dapped ends, deep beams with openings and beams with loaded openings. The results revealed that the proposed FE model predicted adequately the effects of the inclusion of D-regions in RC beams. It is found that reducing the hanger or the nib reinforcement of a dapped end by 25% resulted in reducing capacity by 15% and 32%, respectively. Also, the results showed that for these deficiently reinforced dapped ends, reducing a/d ratio from 1.5 to 0.75 improved capacity by 23% and 36%. For the deficiently shearreinforced flanged deep beams, it was found that the inclusion of large openings within the shear span resulted in a capacity drop by (41-49) %. An enhancement of 23% was obtained when using stirrups of 12mm on both sides of the openings. Moreover, it is confirmed that the optimum location of the openings is under the diagonal path. Furthermore, it has been concluded that for loaded openings, the use of T-rolled sections within the bottom chord of the opening yielded an enhancement of 23% relative to the rhombus-shaped configuration. KEYWORDS: Dapped ends, T-deep beams with openings, Loaded openings, Hanger reinforcement.
在钢筋混凝土构件中包含d区可能会在很大程度上影响结构的一般性能。提出了不同的技术和方法来控制d区域的行为,如剪切摩擦方法和STM模型。这些建议可能不适用于所有类型的区域。本文采用ANSYS软件建立了一种非线性有限元模型,研究了三种d区,即搭接端、带孔洞的深梁和带荷载孔洞的梁。结果表明,所提出的有限元模型能较好地预测RC梁中d区夹杂的影响。研究发现,将吊架或搭接端尖部钢筋减少25%,产能分别降低15%和32%。此外,结果表明,对于这些加固不足的端部,将a/d比率从1.5降低到0.75,可使容量提高23%和36%。对于剪力增强不足的法兰深梁,发现在剪力跨度内加入大开口导致承载力下降(41-49)%。当在开口两侧使用12mm的马镫时,获得了23%的增强。此外,还确定了开口的最佳位置是在对角线路径下。此外,已经得出结论,对于加载开口,在开口的底部弦线内使用t形轧制截面相对于菱形配置产生了23%的增强。关键词:搭接端,t型深开口梁,荷载开口,吊架加固。
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引用次数: 2
Impact of Waste Iron Slag on Mechanical and Durability Properties of Concrete 废铁渣对混凝土力学性能和耐久性的影响
IF 1.1 Q3 Engineering Pub Date : 2023-01-01 DOI: 10.14525/jjce.v17i1.05
K. Jain, D. Sharma, R. Choudhary, S. Bhargava
Waste management is of great concern in today’s world. Every year, an enormous amount of solid waste is generated from different industrial activities, especially the waste which is produced by iron industries in a particular form of slag. The major issue of emission of carbon dioxide (CO2) from cement industries is a serious problem for the earth's environment and the surrounding area. Thus, in this study, the waste iron slag obtained from nearby iron industries was used as a partial substitute for cement. The cement was replaced with iron slag (IS) at the substitution levels of 7.5%, 15%, 22.5%, 30% and 37.5% by weight of cement. The doses of superplasticizer for every mix were taken based on the essential workability requirements for the reinforcedconcrete work. Performance of control and blended mixes was evaluated by workability evaluation, compressive strength test, flexural strength test, water permeability test, water absorption evaluation, rapid chloride penetration test (RCPT) and carbonation test. Scanning electron microscopy (SEM), X-ray diffraction (XRD) technique and thermogravimetric analysis (TGA) technique were used to assess the micro-structural changes and to evaluate the chemistry of the blended mixes. The results obtained from this study were encouraging in terms of compressive and flexural strengths. The maximum compressive and flexural strengths were recorded at a 22.5% replacement level of slag. The results obtained at 30% replacement were also better compared to the control mix. The resistance of slag-made concrete mixes against adverse conditions; i.e., CO2 penetration, chloride penetration and water penetration was far better than that of conventional ones. The results obtained from TGA indicated that the productivity of calcium silicate gel of slag concrete is better than that of control concrete. KEYWORDS: Concrete, Slag, Carbonization, RCPT, XRD, TGA, SEM.
废物管理在当今世界备受关注。每年,不同的工业活动都会产生大量的固体废物,尤其是铁工业以特定形式产生的废物。水泥行业的二氧化碳排放是地球环境和周边地区面临的一个严重问题。因此,在本研究中,从附近的铁工业中获得的废铁渣被用作水泥的部分替代品。以水泥重量的7.5%、15%、22.5%、30%和37.5%的铁矿渣(IS)替代水泥。每种混合物的减水剂剂量是根据钢筋混凝土工程的基本工作性要求确定的。通过和易性评价、抗压强度试验、抗弯强度试验、透水性试验、吸水性评价、氯离子快速渗透试验(RCPT)和碳酸化试验来评估对照和混合料的性能。使用扫描电子显微镜(SEM)、X射线衍射(XRD)技术和热重分析(TGA)技术来评估混合料的微观结构变化和化学性质。从这项研究中获得的结果在抗压强度和弯曲强度方面是令人鼓舞的。最大抗压强度和弯曲强度记录在22.5%的矿渣替代水平下。与对照混合物相比,在30%置换时获得的结果也更好。矿渣混凝土混合物对不利条件的抵抗力;即CO2渗透性、氯化物渗透性和水渗透性远优于传统渗透性。TGA结果表明,矿渣混凝土硅酸钙凝胶的生产率高于对照混凝土。关键词:混凝土,矿渣,碳化,RCPT,XRD,TGA,SEM。
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引用次数: 3
Experimental and Numerical Investigations of Structural Performance of Slab Track under Hygrothermal Environment 湿热环境下板式轨道结构性能的试验与数值研究
IF 1.1 Q3 Engineering Pub Date : 2023-01-01 DOI: 10.14525/jjce.v17i1.11
Anxiang Song, G. Yao, Xuanrui Yu, Yuerui Wang, Qingkang Guo, Rui Zhou
The coupled heat and moisture actions could easily cause deformation, cracking and corrosion problems in the slab ballastless track under operational conditions via China Railway Track System (CRTS) Ⅱ. In this paper, two one-quarter-scaled models of CRTS Ⅱ slab ballastless track under hygro-thermal environment were tested in a testing chamber, respectively. To study the effect of constrained conditions on the structural performance of track structure, temperature distribution, stress and displacement of two scaled models with constrained and free boundary conditions were also compared. Then, the temperature and stress field of the track structure was investigated by establishing a finite-element model. The results showed that the temperature transfer between layers has a temperature-lag effect. The positive and negative temperature gradients between the lower part of the track slab and the cement asphalt (CA) mortar layer of the constrained specimen are smaller than those of the free specimen. The longitudinal displacement of the track slab for the free specimen is significantly affected under the hygro-thermal environment and the longitudinal displacement of the concrete base and the track slab forms a displacement difference. Numerical-analysis results showed that the bottom of the concrete base is prone to produce a high-temperature core and that the temperature inside the track structure forms an agglomeration effect. KEYWORDS: Slab track, Hygro-thermal environment, Structural performance, Scale model, Finiteelement model.
通过中国铁路轨道系统(CRTS)Ⅱ,在运行条件下,热湿耦合作用容易导致板式无砟轨道变形、开裂和腐蚀问题。本文分别在湿热环境下对CRTSⅡ型板式无砟轨道的两个四分之一比例模型进行了试验研究。为了研究约束条件对轨道结构结构性能的影响,还比较了具有约束和自由边界条件的两个比例模型的温度分布、应力和位移。然后,通过建立有限元模型,对轨道结构的温度场和应力场进行了研究。结果表明,层间温度传递具有温度滞后效应。受约束试件的轨道板下部与水泥-沥青(CA)砂浆层之间的正负温度梯度小于自由试件的温度梯度。在湿热环境下,自由试件轨道板的纵向位移受到显著影响,混凝土基座和轨道板的横向位移形成位移差。数值分析结果表明,混凝土基层底部容易产生高温核心,轨道结构内部温度形成团聚效应。关键词:板式轨道,Hygro热环境,结构性能,比例模型,有限元模型。
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引用次数: 0
Mechanical Properties and Microstructure Characteristics of Self-compacting Concrete with Different Admixtures Exposed to Elevated Temperatures 高温下不同掺合料自密实混凝土的力学性能和微观结构特征
IF 1.1 Q3 Engineering Pub Date : 2023-01-01 DOI: 10.14525/jjce.v17i1.01
B. Kanagaraj
Self-compacting concrete (SCC) is a high-performance concrete widely used as a building material. The present investigation examines the effects of age and cooling type (air-cooled and water-cooled) of SCC after being exposed to elevated temperatures and compares them to those of normal conventional concrete (NCC). Two types of concrete; i.e., NCC and SCC, were developed and studied for early-age and residual strengths. SCC was developed with three different types of admixtures; namely, fly ash (FA), silica fume (SF) and metakaolin (MK) as binder materials, by replacing the cement. The mechanical characteristics of FA- and SF-blended SCC before heating show similar results, whereas MK-based SCC possesses greater strength than other mixes. In the case of specimens exposed to high temperature of 1000℃, MK-blended SCC produced the lowest residual strength compared to FA- and SF-based mixes. Further microstructural investigation was conducted to examine the internal structure of the specimens exposed to various heating temperatures. From the results, it is concluded that the higher the strength gain upon aging, the greater the strength loss upon temperature rise. KEYWORDS: Self-compacting concrete, Fly ash, Silica fume, Metakaolin, Residual strength, Microstructure.
自密实混凝土(SCC)是一种广泛用作建筑材料的高性能混凝土。本研究考察了暴露于高温后SCC的老化和冷却类型(风冷和水冷)的影响,并将其与普通常规混凝土(NCC)的影响进行了比较。两种类型的混凝土;即NCC和SCC,针对早期和残余强度进行了开发和研究。SCC是用三种不同类型的外加剂开发的;即粉煤灰(FA)、硅灰(SF)和偏高岭土(MK)作为粘结材料。FA和SF共混SCC在加热前的力学特性显示出相似的结果,而MK基SCC比其他混合物具有更高的强度。在暴露于1000℃高温下的试样中,与基于FA和SF的混合物相比,MK混合SCC产生的残余强度最低。进行了进一步的微观结构研究,以检查暴露在不同加热温度下的试样的内部结构。从结果可以得出结论,老化时的强度增益越高,温度升高时的强度损失就越大。关键词:自密实混凝土,粉煤灰,硅灰,偏高岭土,残余强度,微观结构。
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引用次数: 2
Effectiveness of Weight Ratio of Mineral Filler to Effective Bitumen in the Asphalt-mixture Fatigue Performance 矿物填料与有效沥青的重量比对沥青混合料疲劳性能的影响
IF 1.1 Q3 Engineering Pub Date : 2023-01-01 DOI: 10.14525/jjce.v17i1.12
Sajjad Rezaei, M. Khabiri, Hamed Abshari, Behzad Pezeshk, Mojtaba Movahed, Amir Khakbazan
The effectiveness of weight ratio of mineral filler to effective bitumen in the fatigue performance of asphalt mixture with integral granules was investigated based on experiments on bitumen mastic (mixture of bitumen and mineral filler passed through sieve grade 200). The experiments included a dynamic shear rheometer, elastic recovery, linear amplitude sweep tests and other performance tests on asphalt mixture, such as fatigue of indirect tensile and resilient modulus test for assessing the medium temperature with various mineral fillerto- bitumen ratios of: 0.4, 0.6, 0.8, 1.0, 1.2, 1.4 and 1.6 for bitumen 70-16 PG. Based on this project, the weight ratio of mineral filler to effective bitumen according to Iran Management and Planning Organization (IMPO234) and SHRP-A407 standard and based on fatigue performance of asphalt mixture was separated and modified. So, to control and modify the medium temperature, the maximum weight ratio of filler to effective bitumen should be considered, which is equal to 0.8. The results of this research showed that for controlling the fatigue performance, the rheological behavior of bitumen mastic should be considered beside the asphalt mixture performance and the bitumen rheological behavior. KEYWORDS: Asphalt mixture, Bitumen mastic, Ratio of filler to bitumen, Performance, Fatigue
通过沥青胶泥(沥青与矿物填料经200级筛分的混合料)试验,研究了矿物填料与有效沥青的重量比对整体颗粒沥青混合料疲劳性能的影响。试验包括动态剪切流变仪、弹性恢复、线性振幅扫描试验和其他沥青混合料的性能试验,如间接拉伸疲劳试验和弹性模量试验,以评估不同矿物填料与沥青比的介质温度:70-16 PG沥青的0.4、0.6、0.8、1.0、1.2、1.4、1.6。根据伊朗管理与规划组织(IMPO234)和SHRP-A407标准,根据沥青混合料的疲劳性能,对矿物填料与有效沥青的重量比进行了分离和改性。因此,要控制和调节介质温度,应考虑填料与有效沥青的最大重量比为0.8。研究结果表明,为了控制疲劳性能,除了沥青混合料性能和沥青流变特性外,还应考虑沥青胶泥的流变特性。关键词:沥青混合料,沥青胶浆,填料沥青比,性能,疲劳
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引用次数: 0
Comparative Analysis of Groundwater Quality Index for Bhavani River Basin Using Remote Sensing and Statistical Analysis Bhavani河流域地下水水质指标的遥感与统计对比分析
IF 1.1 Q3 Engineering Pub Date : 2023-01-01 DOI: 10.14525/jjce.v17i1.06
Rahul Ravichandran, Raviraj Ayyavoo, Lalitha Rajangam, Nagarajan Madasamy, Basker Murugaiyan, Sumathi Shanmugam
This research was conducted to examine the drinking (WQI1) and irrigation (WQI2) water quality for the Bhavani river basin using statistical methodologies. The study area geographically covers up to 4207 km2. For evaluating the Water Quality Index (WQI), fourteen groundwater parameters were employed and the data was gathered for two decades (1972–1990 & 2010–2019). The groundwater parameters include TDS, pH, EC, TH, Ca2+, Mg2+, Na+, K+, CO3 2-, HCO3 - , NO3 - , Cl- , F- and SO4 2-. The weightage arithmetic approach was utilized to compute the WQI1 and all the parameters were spatially represented using Arc GIS 10.3 software. To compute the WQI2, the Sodium Absorption Ratio (SAR), Sodium Percentage (%Na), Residual Sodium Carbonate (RSC), Magnesium Hazard Ratio (MHR), Kelly's Ratio (KR), Permeability Index (PI) and Potential Salinity (PI) are employed. The hydro-geochemical features are statistically examined using the Piper trilinear diagram, Gibbs plot, correlation matrix and PCA biplot. The study results suggest that irrigation-and drinking-water quality is worsening from 2% to 44% of the studied region. Statistical analysis also yields satisfactory findings for both decades. According to the geochemical study, the anion and cation ranking for the 1972 decade is Mg2+> Ca+> Na+> K+=Cl- >HCO3 - ->CO3 2->SO4 2-, while the ranking for the 2019 decade is Na+> Mg2+> Ca+> K+=HCO3 - >Cl- >SO4 2->CO3 2->F- . The research indicates viable locations for drinking and irrigation reasons, while the low groundwater quality areas need effective treatment procedures before groundwater utilization. KEYWORDS: Groundwater, Hydro-geochemistry, Remote sensing, Statistical analysis, Water quality index.
采用统计方法对巴瓦尼河流域的饮用水质(WQI1)和灌溉水质(WQI2)进行了研究。研究区地理面积达4207平方公里。为了评价水质指数(WQI),采用了14个地下水参数,并收集了20年(1972-1990年和2010-2019年)的数据。地下水参数包括TDS、pH、EC、TH、Ca2+、Mg2+、Na+、K+、co32 -、HCO3 -、NO3 -、Cl-、F-和so42 -。采用加权算法计算WQI1,并利用arcgis 10.3软件对所有参数进行空间表示。为了计算WQI2,采用了钠吸收比(SAR)、钠百分比(%Na)、残余碳酸钠(RSC)、镁危险比(MHR)、凯利比(KR)、渗透指数(PI)和电位盐度(PI)。利用Piper三线性图、Gibbs图、相关矩阵和PCA双标图对水文地球化学特征进行了统计分析。研究结果表明,研究地区的灌溉和饮用水质量正在恶化,比例从2%上升到44%。对这两个十年的统计分析也得出令人满意的结果。根据地球化学研究,1972年10年阴离子和正离子排序为Mg2+> Ca+> Na+> K+=Cl- >HCO3 - -> co32 ->SO4 2-, 2019年10年阴离子和正离子排序为Na+> Mg2+> Ca+> K+=HCO3 -> Cl- >SO4 2-> co32 ->F-。研究表明,地下水水质较差的地区在地下水利用前需要采取有效的治理措施。关键词:地下水,水文地球化学,遥感,统计分析,水质指标
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引用次数: 1
Study on Strength, Permeability and Micro-structure of Pervious Concrete Blended with Metakaolin 掺偏高岭土透水混凝土强度、渗透性及微结构研究
IF 1.1 Q3 Engineering Pub Date : 2023-01-01 DOI: 10.14525/jjce.v17i1.02
R. M.
Pervious concrete is a developing construction material used for sustainable solutions which helps restore the groundwater level based on its draining ability. The existing research studies address the strength and permeability of pervious-concrete materials and only limited data is available on the microstructural characteristics of pervious concrete. In this study, a characteristic analysis was carried out at micro-and macrolevels to identify the behaviour of pervious concrete using three aggregate gradations. To attain the wide pore network in pervious concrete, fine aggregates were not added in mixes and metakaolin was added at 5% intervals up to 20% of cement. At the macro-level, strength, porosity and permeability were tested and at the micro-level, XRD, FTIR, SEM and EDAX analyses were used for pervious-concrete mixes with metakaolin. The maximum strength of pervious-concrete was achieved in a 4.75-9.5 mm size aggregate mix at 10% addition of metakaolin with cement. Micro-structural studies revealed that the addition of metakaolin significantly reduces anhydrous calcium hydroxide. A significant draining performance of more than 1 cm/s was attained in most of the pervious-concrete mixes due to high porosity and permeability. Hence, pervious concrete is considered as a sustainable alternative material that can address environmental problems. KEYWORDS: Pervious concrete, Porosity, Permeability, Metakaolin, Micro-structure.
透水混凝土是一种正在发展的建筑材料,用于可持续解决方案,有助于根据其排水能力恢复地下水位。现有的研究涉及透水混凝土材料的强度和渗透性,关于透水混凝土的微观结构特征的数据有限。在本研究中,从微观和宏观层面进行了特征分析,以确定使用三种骨料级配的透水混凝土的性能。为了在透水混凝土中获得宽的孔隙网络,在混合物中不添加细骨料,并且以5%的间隔添加偏高岭土,最高可达水泥的20%。在宏观层面上,测试了强度、孔隙率和渗透性,在微观层面上,对含偏高岭土的透水混凝土混合料进行了XRD、FTIR、SEM和EDAX分析。在4.75-9.5mm尺寸的骨料混合物中,添加10%偏高岭土和水泥,可达到透水混凝土的最大强度。微观结构研究表明,偏高岭土的加入显著降低了无水氢氧化钙的含量。由于孔隙率和渗透性高,大多数透水混凝土混合料的排水性能均超过1cm/s。因此,透水混凝土被认为是一种可持续的替代材料,可以解决环境问题。关键词:透水混凝土,孔隙率,渗透性,偏高岭土,微结构。
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引用次数: 0
Utilization of Different Additives in Improving Sandy Soil against Liquefaction 不同添加剂在砂土液化改良中的应用
IF 1.1 Q3 Engineering Pub Date : 2023-01-01 DOI: 10.14525/jjce.v17i1.10
Ahmed Elzamel, A. Altahrany, M. Elmeligy
One of the main risks in low-densified sandy soils with the presence of water and an external force such as an earthquake is the generation of liquefaction. The influence of several types of reinforcement on liquefaction resistance, such as polypropylene fibers, geofibers, cement and polypropylene fibers with cement is shown in this study. Cyclic stress-controlled triaxial tests and cyclic strain-controlled triaxial tests were performed on saturated samples with and without reinforcements under undrained conditions. Cemented specimens were prepared with cement contents ranging from 0% to 3% by weight of dry sand and then cured for 3 days. The lengths of polypropylene fibers are 10 mm and 20 mm, respectively. The fibers were mixed with dry sand– cement mixes containing 0.50% and 1.00% by weight, respectively. Geofiber specimens were prepared in various arrangements. It was found that the liquefaction improvement factor (LIF) increased when fiber content and fiber length increased. The addition of geofibers increased the liquefaction resistance, as the number of layers increased. The addition of 3%C+1%F provided the best liquefaction resistance in this study compared with other additives. Finally, the reinforcement with cement and fibers is crucial for liquefaction resistanceof bitumen mastic should be considered beside the asphalt mixture performance and the bitumen rheological behavior. KEYWORDS: Liquefaction, Shear modulus, Cyclic stress, Geofiber, Polypropylene fiber.
在存在水和地震等外力的情况下,低密度砂土的主要风险之一是液化的产生。研究了聚丙烯纤维、土工纤维、水泥和聚丙烯纤维加水泥对液化抗力的影响。在不排水条件下,对加筋和不加筋的饱和试样进行了循环应力控制三轴试验和循环应变控制三轴实验。制备水泥含量为干砂重量的0%至3%的水泥试样,然后固化3天。聚丙烯纤维的长度分别为10mm和20mm。将纤维与分别含有0.50%和1.00%重量的干砂-水泥混合物混合。土纤维样品以各种方式制备。研究发现,随着纤维含量和纤维长度的增加,液化改善因子(LIF)增加。随着层数的增加,土工纤维的加入增加了抗液化性。与其他添加剂相比,添加3%C+1%F在本研究中提供了最好的抗液化性。最后,水泥和纤维加固对沥青玛蹄脂的抗液化性能至关重要,除了考虑沥青混合料的性能和沥青流变性能外,还应考虑水泥和纤维的加固。关键词:液化,剪切模量,循环应力,土工纤维,聚丙烯纤维。
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引用次数: 0
Performance of Traffic Accidents’ Prediction Models 交通事故预测模型的性能
IF 1.1 Q3 Engineering Pub Date : 2023-01-01 DOI: 10.14525/jjce.v17i1.04
H. Al-Masaeid, Farah J. Khaled
Modeling traffic-accident frequency is a critical issue to better understand the accident trends and the effectiveness of current traffic policies and practices in different countries. The main objectives of this study are to model traffic road accidents, fatalities and injuries in Jordan, using different modeling techniques, including regression, artificial neural network (ANN) and autoregressive integrated moving average (ARIMA) models and to evaluate the safety impact of travel-restriction strategies during Covid-19 pandemic on trafficaccident statistics for the year 2020. To accomplish these objectives, data of traffic accidents, registered vehicles (REGV), population (POP) and economic gross domestic product (GDP) from 1995 through 2020 were obtained from related sources in Jordan. The analysis revealed that accidents, fatalities and injuries have an increasing trend in Jordan. Root mean of square error (RMSE), mean absolute error (MAE) and coefficient of multiple determination (R2) were sued to evaluate the performance of the developed prediction models. Based on model performance, the ANN models are the best, followed by the ARIMA models and then the regression models. Finally, it was concluded that the strategies undertaken by the government of Jordan to combat Covid-19, including complete and partial banning of travel, resulted in a considerable reduction of accidents, injuries and fatalities by about 35%, 37% and 50%, respectively. KEYWORDS: Traffic accidents, Artificial neural network, Covid-19 pandemic, Regression, Timeseries analysis, Prediction model
建立交通事故频率模型是一个关键问题,可以更好地了解不同国家的交通事故趋势和当前交通政策和实践的有效性。本研究的主要目标是利用不同的建模技术,包括回归、人工神经网络(ANN)和自回归综合移动平均(ARIMA)模型,对约旦的交通事故、死亡和伤害进行建模,并评估2019冠状病毒病大流行期间出行限制策略对2020年交通事故统计数据的安全影响。为了实现这些目标,从约旦的有关来源获得了1995年至2020年的交通事故、登记车辆、人口和经济国内生产总值的数据。分析显示,约旦的事故、死亡和伤害呈上升趋势。采用均方根误差(RMSE)、平均绝对误差(MAE)和多重决定系数(R2)来评价所建立的预测模型的性能。从模型性能来看,人工神经网络模型的性能最好,其次是ARIMA模型,最后是回归模型。最后,得出的结论是,约旦政府为抗击Covid-19而采取的战略,包括全面和部分禁止旅行,使事故、伤害和死亡人数分别大幅减少了约35%、37%和50%。关键词:交通事故,人工神经网络,Covid-19大流行,回归,时间序列分析,预测模型
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引用次数: 0
Integrating a Multi-criteria Route Optimization with ArcGIS for Gravel Road Data Collection 将多准则路径优化与ArcGIS集成用于砾石道路数据采集
IF 1.1 Q3 Engineering Pub Date : 2023-01-01 DOI: 10.14525/jjce.v17i1.13
Omar Albatayneh, D. Malkawi, Er Yue, Benjamin Fosu-Saah, K. Ksaibati
The ability to identify and collect low-volume roads’ data, especially gravel roads, is critical in transportation planning. Developing an effective method for gravel-road data collection allows both decision-makers and local agencies to efficiently obtain information regarding road conditions. In this study, a geographical information system (GIS)-based decision- support system was applied to assist local agencies in determining reliable access routes to all gravel roads in Wyoming. The routing criteria were developed using the Network Analyst tool of ArcGIS software based on the restrictions on average daily traffic (ADT) volume values, speed limits, driving distances and driving hours per day. Results indicated that the routing maps created by ArcGIS software were an easy-to-use method to plan and schedule data collection on gravel roads. The routing analysis provided a reliable means to minimize driving time and distance. The methodology developed in this study may be employed by local transportation agencies for road-maintenance purposes in rural areas. KEYWORDS: Low-volume roads, Gravel roads, Route optimization, ArcGIS, Data collection.
识别和收集低流量道路数据的能力,尤其是砾石道路,在交通规划中至关重要。开发一种有效的砾石道路数据收集方法,可以让决策者和地方机构有效地获得有关道路状况的信息。在这项研究中,基于地理信息系统(GIS)的决策支持系统被应用于帮助地方机构确定通往怀俄明州所有碎石路的可靠通道。路线标准是使用ArcGIS软件的网络分析工具根据对平均每日交通量(ADT)值、速度限制、行驶距离和每天行驶时间的限制制定的。结果表明,ArcGIS软件创建的路线图是一种易于使用的方法,可以规划和安排砾石道路上的数据收集。路线分析提供了一种可靠的方法来最大限度地减少驾驶时间和距离。本研究中开发的方法可供当地交通机构用于农村地区的道路维护。关键词:低流量道路,碎石路,路线优化,ArcGIS,数据采集。
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引用次数: 0
期刊
Jordan Journal of Civil Engineering
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