Baltic Journal of Road and Bridge Engineering最新文献_第2页

Driver Sleepiness Detection Algorithm Based on Relevance Vector Machine 基于相关向量机的驾驶员瞌睡检测算法

IF 1.1 4区工程技术

Baltic Journal of Road and Bridge Engineering Pub Date : 2021-03-29 DOI: 10.7250/BJRBE.2021-16.518

Lingxiang Wei, Tianliu Feng, Pengfei Zhao, M-L. Liao

{"title":"Driver Sleepiness Detection Algorithm Based on Relevance Vector Machine","authors":"Lingxiang Wei, Tianliu Feng, Pengfei Zhao, M-L. Liao","doi":"10.7250/BJRBE.2021-16.518","DOIUrl":"https://doi.org/10.7250/BJRBE.2021-16.518","url":null,"abstract":"Driver sleepiness is one of the most important causes of traffic accidents. Efficient and stable algorithms are crucial for distinguishing nonfatigue from fatigue state. Relevance vector machine (RVM) as a leading-edge detection approach allows meeting this requirement and represents a potential solution for fatigue state detection. To accurately and effectively identify the driver’s fatigue state and reduce the number of traffic accidents caused by driver sleepiness, this paper considers the degree of driver’s mouth opening and eye state as multi-source related variables and establishes classification of fatigue and non-fatigue states based on the related literature and investigation. On this basis, an RVM model for automatic detection of the fatigue state is proposed. Twenty male respondents participated in the data collection process and a total of 1000 datasets of driving status (half of non-fatigue and half of fatigue) were obtained. The results of fatigue state recognition were analysed by different RVM classifiers. The results show that the recognition accuracy of the RVM-driven state classifiers with different kernel functions was higher than 90%, which indicated that the mouth-opening degree and the eye state index used in this work were closely related to the fatigue state. Based on the obtained results, the proposed fatigue state identification method has the potential to improve the fatigue state detection accuracy. More importantly, it provides a scientific theoretical basis for the development of fatigue state warning methods.","PeriodicalId":55402,"journal":{"name":"Baltic Journal of Road and Bridge Engineering","volume":"16 1","pages":"118-139"},"PeriodicalIF":1.1,"publicationDate":"2021-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45964959","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: 3

An Efficient Contact Model for Rotating Mechanism Analysis and Design in Bridge Construction 桥梁施工中旋转机构分析与设计的有效接触模型

IF 1.1 4区工程技术

Baltic Journal of Road and Bridge Engineering Pub Date : 2021-03-29 DOI: 10.7250/BJRBE.2021-16.515

Shiping Huang, Yong Tang, Zhao Yuan, Xiaopeng Cai

引用次数: 0

Numerical Simulation of Mechanical Properties of Series System with Bearing and Pier Under Lateral Load 横向荷载作用下带支座和桥墩串联系统力学性能的数值模拟

IF 1.1 4区工程技术

Baltic Journal of Road and Bridge Engineering Pub Date : 2021-03-29 DOI: 10.7250/BJRBE.2021-16.517

Zhenhua Dong, Jinquan Zhang, Shou-shan Cheng, Pengfei Li

{"title":"Numerical Simulation of Mechanical Properties of Series System with Bearing and Pier Under Lateral Load","authors":"Zhenhua Dong, Jinquan Zhang, Shou-shan Cheng, Pengfei Li","doi":"10.7250/BJRBE.2021-16.517","DOIUrl":"https://doi.org/10.7250/BJRBE.2021-16.517","url":null,"abstract":"The local series system with typical common plate rubber support/pier in highway reinforced concrete girder bridge is the object of the current research. The finite element numerical simulation method is used to study sensitive parameters – the mechanical properties of the series system under the horizontal load. The simulated results show that the interface bonding strength between the bearing and adjacent structure is reduced; the equivalent shear deformation and the horizontal force of bearing under horizontal load change insignificantly with the increase of horizontal displacement. However, the total shear deformation and equivalent shear deformation increase with the increase of the axial compression ratio. In addition, the top horizontal force and displacement of the pier significantly decrease with reduction of the connection strength at both ends of the bearing. Therefore, adjusting the axial compression ratio of the pier and interfacial connection mode can obviously affect the mechanical properties of the support and adjacent structure, even the failure mode of the local structure. This approach can help estimate the mechanical properties of the existing bridge and determine the reasonable maintenance plan.","PeriodicalId":55402,"journal":{"name":"Baltic Journal of Road and Bridge Engineering","volume":"16 1","pages":"91-117"},"PeriodicalIF":1.1,"publicationDate":"2021-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49580832","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

Mitigation of Scour Failure Risk of a River Bridge Located in an Ungauged Basin 位于未挖掘盆地的河桥冲刷破坏风险的缓解

IF 1.1 4区工程技术

Baltic Journal of Road and Bridge Engineering Pub Date : 2021-03-29 DOI: 10.7250/BJRBE.2021-16.514

Hüseyin Akay

{"title":"Mitigation of Scour Failure Risk of a River Bridge Located in an Ungauged Basin","authors":"Hüseyin Akay","doi":"10.7250/BJRBE.2021-16.514","DOIUrl":"https://doi.org/10.7250/BJRBE.2021-16.514","url":null,"abstract":"In this study, scour failure risk of the Catalzeytin Bridge located in the Western Black Sea Basin, Turkey, was assessed for possible future flood events and appropriate scour countermeasures were considered based on economic and constructability considerations. Waterway adequacy in the spans of the bridge and scour criticality around bridge foundations considered for risk calculations in HYRISK were estimated by hydrological and hydraulic analyses of the watershed and stream. Since the watershed of the bridge is ungauged, geomorphological instantaneous unit hydrograph concept was adopted to estimate the peak discharges with various return periods to be used in hydraulic modelling. Monte Carlo simulation results indicated that most of the simulated peak discharges were in the 95% confidence interval. Hydraulic model results from HECRAS indicated that waterway adequacy and scour criticality were critical for discharges with 200 and 500-year return periods. Scour failure risk of the Catalzeytin Bridge was classified as high and it was proposed to reduce the risk by constructing partially grouted riprap as the most feasible alternative that would consequently increase the expected lifespan of the bridge. Following this methodology, river bridges may be prioritized based on the risk analysis.","PeriodicalId":55402,"journal":{"name":"Baltic Journal of Road and Bridge Engineering","volume":"16 1","pages":"37-56"},"PeriodicalIF":1.1,"publicationDate":"2021-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41961973","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: 3

Study of Asphalt-Concrete Pavement Fatigue Modeling 沥青混凝土路面疲劳建模研究

IF 1.1 4区工程技术

Baltic Journal of Road and Bridge Engineering Pub Date : 2021-03-29 DOI: 10.7250/BJRBE.2021-16.513

P. Skels, V. Haritonovs, P. Akishin, A. Freimanis

{"title":"Study of Asphalt-Concrete Pavement Fatigue Modeling","authors":"P. Skels, V. Haritonovs, P. Akishin, A. Freimanis","doi":"10.7250/BJRBE.2021-16.513","DOIUrl":"https://doi.org/10.7250/BJRBE.2021-16.513","url":null,"abstract":"Deterioration of asphalt pavements due to fatigue cracking is one of the most common highway pavement failure types. If the fatigue cracks are allowed to develop and grow, the driving comfort and safety, i.e., serviceability of the pavement, decreases. Pavement fatigue behaviour is not a straightforward mechanism and involves many factors and effects, thus computational methods are developed in order to help understand how the pavement works. This paper explores the accuracy and applicability of a less computational resource demanding procedure that uses transient material mechanical behaviour to model the long-term behaviour of a pavement structure. First, the mechanical and fatigue properties of asphalt were determined at the laboratory. Then a four-layer finite-element model was created using Ansys software. Two different models – with and without infinity elements – and two different fatigue simulation procedures – full and simplified – were considered. Material parameters were obtained by the laboratory tests and material properties degraded over time. Cyclic surface loading was applied to simulate the passing of a truck – 6 million fatigue cycles were simulated.","PeriodicalId":55402,"journal":{"name":"Baltic Journal of Road and Bridge Engineering","volume":"16 1","pages":"24-36"},"PeriodicalIF":1.1,"publicationDate":"2021-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42127828","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: 1

Investigating Accidents on the Main Road Network in The North-West Region of Romania 罗马尼亚西北地区主要公路网事故调查

IF 1.1 4区工程技术

Baltic Journal of Road and Bridge Engineering Pub Date : 2021-03-29 DOI: 10.7250/BJRBE.2021-16.512

R. Cadar, R. Boitor, Mara Dumitrescu, P. Măran

{"title":"Investigating Accidents on the Main Road Network in The North-West Region of Romania","authors":"R. Cadar, R. Boitor, Mara Dumitrescu, P. Măran","doi":"10.7250/BJRBE.2021-16.512","DOIUrl":"https://doi.org/10.7250/BJRBE.2021-16.512","url":null,"abstract":"The paper investigates the accidents and fatalities on the main road network in the North-West Region of Romania over a period of 4 years (2015–2018). The aim of the paper is to highlight some shortcomings and suggest possible improvements of the road network in order to reduce the number of accidents and fatalities. Detailed analyses, including statistical and spatial statistical analyses, were conducted on the accidents involving goods and public transport vehicles considering the scale of their impact. As a result, black corridors and vulnerable municipalities were identified. They were found to be related to the reduced main road density and high levels of freight traffic transit. In conclusion, with one of the lowest motorization rates in the EU and given the important efforts already made by the police, improving road network in Romania becomes the key for reducing accident and fatality rates in the region. In this regard, it is suggested that motorways and ring roads are needed in order to bypass the vulnerable municipalities. The results of this research may enable planners and administrations to act strategically to improve road safety in the critical areas, to prioritize actions for road network development and to formulate better strategies to ensure road safety.","PeriodicalId":55402,"journal":{"name":"Baltic Journal of Road and Bridge Engineering","volume":"16 1","pages":"1-23"},"PeriodicalIF":1.1,"publicationDate":"2021-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45615489","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

Louvred Noise Barrier for Traffic Noise Reduction 百叶窗隔音屏障减低交通噪音

IF 1.1 4区工程技术

Baltic Journal of Road and Bridge Engineering Pub Date : 2021-03-29 DOI: 10.7250/BJRBE.2021-16.519

T. Astrauskas, P. Baltrėnas, T. Januševičius, R. Grubliauskas

{"title":"Louvred Noise Barrier for Traffic Noise Reduction","authors":"T. Astrauskas, P. Baltrėnas, T. Januševičius, R. Grubliauskas","doi":"10.7250/BJRBE.2021-16.519","DOIUrl":"https://doi.org/10.7250/BJRBE.2021-16.519","url":null,"abstract":"Environmental issues near roads become more and more important in our society daily life. One of the most critical environmental issues is traffic noise. The present paper study louvred noise barrier designed by authors. The louvred noise barrier provides sound attenuation while allowing airflow and sunlight through it. Since the airflow resistance of the barrier is low, it requires a shallow foundation compared to conventional noise barriers. The sound attenuation performance of the louvred noise barrier was tested experimentally in a sound transmission chamber. Airflow resistance simulated using a computational fluid dynamics model. The simulation and experimental study were done with different louvred noise barrier setup: change of louvre blade angle and sound-absorbing material thickness. The results showed potential for future development for the field testing. Sound attenuation was highest in 2500 Hz and 3150 Hz octave frequency bands. Depending on the louvred barrier setup, sound attenuation was up to 28 dB(A) in mentioned frequency bands. The equivalent sound pressure level reduced up to 17 dB(A). The results showed that an increase in the louvre blade angle increases sound attenuation and increases airflow resistance.","PeriodicalId":55402,"journal":{"name":"Baltic Journal of Road and Bridge Engineering","volume":"16 1","pages":"140-154"},"PeriodicalIF":1.1,"publicationDate":"2021-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45633799","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: 5

Prospects for Evaluating the Damageability of Asphalt Concrete Pavements During Cold Recycling 沥青混凝土路面冷回收易损性评价展望

IF 1.1 4区工程技术

Baltic Journal of Road and Bridge Engineering Pub Date : 2020-09-28 DOI: 10.7250/BJRBE.2020-15.498

V. Zankavich, B. Khroustalev, Tingguo Liu, U. Veranko, V. Haritonovs, A. Busel, B. Shang, Zhongyu Li

{"title":"Prospects for Evaluating the Damageability of Asphalt Concrete Pavements During Cold Recycling","authors":"V. Zankavich, B. Khroustalev, Tingguo Liu, U. Veranko, V. Haritonovs, A. Busel, B. Shang, Zhongyu Li","doi":"10.7250/BJRBE.2020-15.498","DOIUrl":"https://doi.org/10.7250/BJRBE.2020-15.498","url":null,"abstract":"The article considers improvement of the methodology for accounting for the degradation of asphalt concrete working in the upper layers of the pavement. Development of recycling technologies for road structures is an ongoing process; it allows reaching a higher quality of reclaimed materials and using them for subsequent construction of structural layers, including the upper layers without the protective ones, as well as during repair and reconstruction of roads of various technical categories. At the same time, the system of pre-project assessment (diagnostics) of the state of asphalt concrete pavements cannot be considered optimal and effective because the determined indicators demonstrate that, firstly, various surface and structural defects are present, and, secondly, that the indicators mentioned above are more relevant to the road structure as a whole. The joint handling of the theoretical and experimental data allows concluding that damageability level depends on the physical, mechanical and structural properties, the main being maximal structural strength and the number of elastic bonds involved in the deformation process. A variant of modelling of asphalt concrete damageability depending on the work capacity is proposed, when the reduced amount of dissipated energy is replaced with sufficient accuracy for practice by the ratio of the actual number of load application cycles (freezing and thawing cycles) to the limit. A correlation between the level of damageability and the kinetics of changes of the interpore space of asphalt concrete under the influence of strain (temperature, climatic factors) has been established. Results allow fixing (predicting) the level of damageability by measuring the level of water permeability. The research methodology and equipment for implementation thereof was developed earlier, it can be effectively used at the stage of pre-project diagnosis.","PeriodicalId":55402,"journal":{"name":"Baltic Journal of Road and Bridge Engineering","volume":"15 1","pages":"125-151"},"PeriodicalIF":1.1,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41702515","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 of the Modulus of Deformation Determined by Static and Dynamic Plate Load Tests 静态和动态板载试验确定变形模量的实验研究

IF 1.1 4区工程技术

Baltic Journal of Road and Bridge Engineering Pub Date : 2020-09-28 DOI: 10.7250/BJRBE.2020-15.497

S. Lehmann, S. Leppla, A. Norkus

{"title":"Experimental Study of the Modulus of Deformation Determined by Static and Dynamic Plate Load Tests","authors":"S. Lehmann, S. Leppla, A. Norkus","doi":"10.7250/BJRBE.2020-15.497","DOIUrl":"https://doi.org/10.7250/BJRBE.2020-15.497","url":null,"abstract":"Soil, or soil structure modulus of deformation, is one of the main design parameters for road engineering and traffic infrastructure design of, for example, highways, railways, runways and embankments. It is also the main soil improvement criterion. When creating any road structure with codified design resistance, one employs structural layers of certain thicknesses and modulus of deformation. Both values need to satisfy the minimum values in accordance with codified requirements. This paper analyzes correlations for the widely applied in engineering practice methods to determine the soil stiffness. The static test methods acknowledged to be exact enough for determining the modulus of deformation for the primary and secondary loadings. As dynamic test methods require significantly less time and financial resources, they are widely accepted in engineering practice. The dynamic methods determine only the dynamic modulus of deformation. Design practice aims to relate it with the static modulus of deformation of the secondary loading. Many countries propose codified correlations, with differing levels of conservatism, to convert the dynamic modulus of deformation into the static one. Developed correlations between the results of the static plate load test and the dynamic plate load tests processed from own test results of different soils are presented and a comparative analysis with other proposed correlations is given.","PeriodicalId":55402,"journal":{"name":"Baltic Journal of Road and Bridge Engineering","volume":"15 1","pages":"109-124"},"PeriodicalIF":1.1,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41358962","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: 6

Evaluation of Horizontal Curve Radius Effect on Driving Speed in Two Lane Rural Road. Pilot Study 水平弯道半径对两车道农村公路行驶速度影响的评价试点研究

IF 1.1 4区工程技术

Baltic Journal of Road and Bridge Engineering Pub Date : 2020-09-28 DOI: 10.7250/BJRBE.2020-15.503

Mindaugas Šeporaitis, V. Vorobjovas, A. Vaitkus

{"title":"Evaluation of Horizontal Curve Radius Effect on Driving Speed in Two Lane Rural Road. Pilot Study","authors":"Mindaugas Šeporaitis, V. Vorobjovas, A. Vaitkus","doi":"10.7250/BJRBE.2020-15.503","DOIUrl":"https://doi.org/10.7250/BJRBE.2020-15.503","url":null,"abstract":"This paper presents a case study of driving speed at horizontal curves in the regional road. The literature review of operating speed at horizontal curves in regional roads expresses the difference between design speed and driving speed. Driving speed was measured in ten horizontal curves on regional road No. 2610. Collected data was compared to the design speed, various design standards, and Operating Speed Prediction Models for traffic in low-volume roads. Based on result analysis, was proposed initial adjusted minimum radius of the horizontal curve based on operating speed. It is justified that proposed corrections based on operating speed ensure a credible speed limit effect on road safety. The performed experiment showed different tendencies comparing measured driving speed with permitted and design speeds. It was determined that dependent on specific curved section drivers tend to exceed posted speed limit from 17% to 98% of cases, and from 41% to 100% − the design speed in the horizontal curve. This research led to identifying the limitations of experimental research methodology. These limitations are related to experimental Site selection with different combinations of alignment elements, traffic, and accident data. A pilot study showed significant results and gave essential insights into the full-scale research plan. The results are expected to benefit both other researchers and the organisations responsible for the development and implementation of normative technical documents for road design.","PeriodicalId":55402,"journal":{"name":"Baltic Journal of Road and Bridge Engineering","volume":"15 1","pages":"252-270"},"PeriodicalIF":1.1,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46581780","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: 3