首页 > 最新文献

Vehicles最新文献

英文 中文
Modeling and Validation of a Passenger Car Tire Using Finite Element Analysis 利用有限元分析对乘用车轮胎进行建模和验证
Pub Date : 2024-02-09 DOI: 10.3390/vehicles6010016
Haniyeh Fathi, Zeinab El-Sayegh, Jing Ren, M. El-Gindy
This paper focuses on the modeling and analysis of a four-groove passenger car tire, size 235/55R19, using finite element analysis. The Mooney–Rivlin material model is employed to define the hyperelastic behavior of the tire rubber compounds for all solid elements. The tire rim is modeled as a rigid body using aluminum alloy material, and the beads are modeled as beam elements using steel material. The tire model is validated in both static and dynamic domains through several simulations and is compared to published measured data. The tire is validated using footprint and vertical stiffness tests in the static domain. In the static footprint test, a steady-state vertical load is applied, and the tire–road contact area is computed. In the vertical stiffness test, a ramp vertical load is applied, and the tire’s vertical displacement is measured to calculate the tire’s vertical stiffness. In the dynamic domain, the tire is validated using drum-cleat and cornering tests. In the drum-cleat test, a drum with a 2.5 m diameter and a cleat with a 15 mm radius is used to excite the tire structure and obtain the frequency of the vertical and longitudinal first modes of vibration, that is, by applying the fast Fourier transformation (FFT) of the vertical and longitudinal reaction forces at the tire center. In addition to this test, the tire model is pre-steered on a flat surface with a two-degree slip angle and subjected to a steady state linear speed of 10 km/h to predict the cornering force and compute the cornering stiffness. In addition, the effect of tire longitudinal speed on the rolling resistance coefficient is then predicted at zero slip angle using the ISO 28580 rolling resistance test. The findings of this research work provide insights into passenger car tire–road interaction analysis and will be further used to perform tire rubber compound material model sensitivity analysis.
本文重点介绍使用有限元分析方法对尺寸为 235/55R19 的四沟槽乘用车轮胎进行建模和分析。采用 Mooney-Rivlin 材料模型来定义所有实体元素的轮胎橡胶化合物的超弹性行为。轮胎轮辋使用铝合金材料作为刚体建模,胎圈使用钢材料作为梁元素建模。通过多次模拟,在静态和动态领域对轮胎模型进行了验证,并与公布的测量数据进行了比较。在静态领域,通过足迹和垂直刚度测试对轮胎进行了验证。在静态足迹测试中,施加稳定的垂直负载,并计算轮胎与路面的接触面积。在垂直刚度测试中,施加斜坡垂直载荷,测量轮胎的垂直位移,计算轮胎的垂直刚度。在动态领域,轮胎通过鼓式过弯和转弯测试进行验证。在鼓-夹板试验中,使用直径为 2.5 米的鼓和半径为 15 毫米的夹板来激励轮胎结构,并通过对轮胎中心的垂直和纵向反作用力进行快速傅里叶变换(FFT),获得垂直和纵向第一振动模式的频率。除此测试外,还将轮胎模型预先放置在滑移角为两度的平坦路面上,并以 10 km/h 的稳定线速度行驶,以预测转弯力并计算转弯刚度。此外,还利用 ISO 28580 滚动阻力测试预测了零滑移角时轮胎纵向速度对滚动阻力系数的影响。这项研究工作的结果为乘用车轮胎与路面相互作用分析提供了深入见解,并将进一步用于进行轮胎橡胶复合材料模型敏感性分析。
{"title":"Modeling and Validation of a Passenger Car Tire Using Finite Element Analysis","authors":"Haniyeh Fathi, Zeinab El-Sayegh, Jing Ren, M. El-Gindy","doi":"10.3390/vehicles6010016","DOIUrl":"https://doi.org/10.3390/vehicles6010016","url":null,"abstract":"This paper focuses on the modeling and analysis of a four-groove passenger car tire, size 235/55R19, using finite element analysis. The Mooney–Rivlin material model is employed to define the hyperelastic behavior of the tire rubber compounds for all solid elements. The tire rim is modeled as a rigid body using aluminum alloy material, and the beads are modeled as beam elements using steel material. The tire model is validated in both static and dynamic domains through several simulations and is compared to published measured data. The tire is validated using footprint and vertical stiffness tests in the static domain. In the static footprint test, a steady-state vertical load is applied, and the tire–road contact area is computed. In the vertical stiffness test, a ramp vertical load is applied, and the tire’s vertical displacement is measured to calculate the tire’s vertical stiffness. In the dynamic domain, the tire is validated using drum-cleat and cornering tests. In the drum-cleat test, a drum with a 2.5 m diameter and a cleat with a 15 mm radius is used to excite the tire structure and obtain the frequency of the vertical and longitudinal first modes of vibration, that is, by applying the fast Fourier transformation (FFT) of the vertical and longitudinal reaction forces at the tire center. In addition to this test, the tire model is pre-steered on a flat surface with a two-degree slip angle and subjected to a steady state linear speed of 10 km/h to predict the cornering force and compute the cornering stiffness. In addition, the effect of tire longitudinal speed on the rolling resistance coefficient is then predicted at zero slip angle using the ISO 28580 rolling resistance test. The findings of this research work provide insights into passenger car tire–road interaction analysis and will be further used to perform tire rubber compound material model sensitivity analysis.","PeriodicalId":509694,"journal":{"name":"Vehicles","volume":"281 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139848490","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
Modeling and Validation of a Passenger Car Tire Using Finite Element Analysis 利用有限元分析对乘用车轮胎进行建模和验证
Pub Date : 2024-02-09 DOI: 10.3390/vehicles6010016
Haniyeh Fathi, Zeinab El-Sayegh, Jing Ren, M. El-Gindy
This paper focuses on the modeling and analysis of a four-groove passenger car tire, size 235/55R19, using finite element analysis. The Mooney–Rivlin material model is employed to define the hyperelastic behavior of the tire rubber compounds for all solid elements. The tire rim is modeled as a rigid body using aluminum alloy material, and the beads are modeled as beam elements using steel material. The tire model is validated in both static and dynamic domains through several simulations and is compared to published measured data. The tire is validated using footprint and vertical stiffness tests in the static domain. In the static footprint test, a steady-state vertical load is applied, and the tire–road contact area is computed. In the vertical stiffness test, a ramp vertical load is applied, and the tire’s vertical displacement is measured to calculate the tire’s vertical stiffness. In the dynamic domain, the tire is validated using drum-cleat and cornering tests. In the drum-cleat test, a drum with a 2.5 m diameter and a cleat with a 15 mm radius is used to excite the tire structure and obtain the frequency of the vertical and longitudinal first modes of vibration, that is, by applying the fast Fourier transformation (FFT) of the vertical and longitudinal reaction forces at the tire center. In addition to this test, the tire model is pre-steered on a flat surface with a two-degree slip angle and subjected to a steady state linear speed of 10 km/h to predict the cornering force and compute the cornering stiffness. In addition, the effect of tire longitudinal speed on the rolling resistance coefficient is then predicted at zero slip angle using the ISO 28580 rolling resistance test. The findings of this research work provide insights into passenger car tire–road interaction analysis and will be further used to perform tire rubber compound material model sensitivity analysis.
本文重点介绍了使用有限元分析方法对尺寸为 235/55R19 的四沟槽乘用车轮胎进行建模和分析。采用 Mooney-Rivlin 材料模型来定义所有实体元素的轮胎橡胶化合物的超弹性行为。轮胎轮辋使用铝合金材料作为刚体建模,胎圈使用钢材料作为梁元素建模。通过多次模拟,在静态和动态领域对轮胎模型进行了验证,并与公布的测量数据进行了比较。在静态领域,通过足迹和垂直刚度测试对轮胎进行了验证。在静态足迹测试中,施加稳定的垂直负载,并计算轮胎与路面的接触面积。在垂直刚度测试中,施加斜坡垂直载荷,测量轮胎的垂直位移,计算轮胎的垂直刚度。在动态领域,轮胎通过鼓式过弯和转弯测试进行验证。在鼓-夹板试验中,使用直径为 2.5 米的鼓和半径为 15 毫米的夹板来激励轮胎结构,并通过对轮胎中心的垂直和纵向反作用力进行快速傅里叶变换(FFT),获得垂直和纵向第一振动模式的频率。除此测试外,还将轮胎模型预先放置在滑移角为两度的平坦路面上,并以 10 km/h 的稳定线速度行驶,以预测转弯力并计算转弯刚度。此外,还利用 ISO 28580 滚动阻力测试预测了零滑移角时轮胎纵向速度对滚动阻力系数的影响。这项研究成果为乘用车轮胎与路面相互作用分析提供了深入见解,并将进一步用于进行轮胎橡胶复合材料模型敏感性分析。
{"title":"Modeling and Validation of a Passenger Car Tire Using Finite Element Analysis","authors":"Haniyeh Fathi, Zeinab El-Sayegh, Jing Ren, M. El-Gindy","doi":"10.3390/vehicles6010016","DOIUrl":"https://doi.org/10.3390/vehicles6010016","url":null,"abstract":"This paper focuses on the modeling and analysis of a four-groove passenger car tire, size 235/55R19, using finite element analysis. The Mooney–Rivlin material model is employed to define the hyperelastic behavior of the tire rubber compounds for all solid elements. The tire rim is modeled as a rigid body using aluminum alloy material, and the beads are modeled as beam elements using steel material. The tire model is validated in both static and dynamic domains through several simulations and is compared to published measured data. The tire is validated using footprint and vertical stiffness tests in the static domain. In the static footprint test, a steady-state vertical load is applied, and the tire–road contact area is computed. In the vertical stiffness test, a ramp vertical load is applied, and the tire’s vertical displacement is measured to calculate the tire’s vertical stiffness. In the dynamic domain, the tire is validated using drum-cleat and cornering tests. In the drum-cleat test, a drum with a 2.5 m diameter and a cleat with a 15 mm radius is used to excite the tire structure and obtain the frequency of the vertical and longitudinal first modes of vibration, that is, by applying the fast Fourier transformation (FFT) of the vertical and longitudinal reaction forces at the tire center. In addition to this test, the tire model is pre-steered on a flat surface with a two-degree slip angle and subjected to a steady state linear speed of 10 km/h to predict the cornering force and compute the cornering stiffness. In addition, the effect of tire longitudinal speed on the rolling resistance coefficient is then predicted at zero slip angle using the ISO 28580 rolling resistance test. The findings of this research work provide insights into passenger car tire–road interaction analysis and will be further used to perform tire rubber compound material model sensitivity analysis.","PeriodicalId":509694,"journal":{"name":"Vehicles","volume":" 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139788718","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
Modernization of Railway Wagons for Customer Satisfaction and Safety 实现铁路货车现代化,提高客户满意度和安全性
Pub Date : 2024-02-05 DOI: 10.3390/vehicles6010015
E. Nedeliaková, Michal Valla, Matej Masár
This article focuses on the assessment of the efficiency of the modernization of railway wagons intended for passenger transport. The modernization of railway wagons is an important step towards ensuring the safer and more efficient operation of railways. However, this modernization is not without risks and, in addition to its many positive effects, it can also bring new challenges in the form of breakdowns and technical problems. Failures in passenger rail vehicles are a challenge facing manufacturers and transport operators, and identifying the relationships between these failures can help to improve the design, manufacture, and maintenance of these vehicles. Passenger rail vehicle failures can vary in nature, whether mechanical, electrical, or inside the vehicle. This paper attempts to provide a comprehensive view of the effectiveness of passenger rail car retrofitting based on the data collected and statistical analyses. The article further focuses on the description of selected rail passenger wagons, describes the analyses of the statistical data using the correlation between the selected rail wagon failures and their significance, in addition to whether the impact of modernization reduces the number of rail wagon failures. The results of this statistical analysis can be used to better understand the impact of modernization on different aspects of passenger transport and will help in making future investment and policy decisions in this area. © 2017 Elsevier Inc. All rights reserved.
本文重点评估了用于客运的铁路货车现代化的效率。铁路货车的现代化是确保铁路更安全、更高效运行的重要一步。然而,这种现代化并非没有风险,除了许多积极影响外,它也可能带来新的挑战,如故障和技术问题。铁路客运车辆的故障是制造商和运输运营商面临的一项挑战,找出这些故障之间的关系有助于改进这些车辆的设计、制造和维护。客运轨道车辆故障的性质各不相同,有机械故障、电气故障,也有车辆内部故障。本文试图根据收集到的数据和统计分析,对客运轨道车辆改装的有效性进行全面的阐述。文章进一步重点描述了选定的铁路客车车皮,利用选定的铁路车皮故障之间的相关性及其重要性描述了统计数据的分析,此外还描述了现代化的影响是否减少了铁路车皮故障的数量。统计分析的结果可用于更好地理解现代化对客运不同方面的影响,并有助于未来在该领域做出投资和政策决策。© 2017 Elsevier Inc.保留所有权利。
{"title":"Modernization of Railway Wagons for Customer Satisfaction and Safety","authors":"E. Nedeliaková, Michal Valla, Matej Masár","doi":"10.3390/vehicles6010015","DOIUrl":"https://doi.org/10.3390/vehicles6010015","url":null,"abstract":"This article focuses on the assessment of the efficiency of the modernization of railway wagons intended for passenger transport. The modernization of railway wagons is an important step towards ensuring the safer and more efficient operation of railways. However, this modernization is not without risks and, in addition to its many positive effects, it can also bring new challenges in the form of breakdowns and technical problems. Failures in passenger rail vehicles are a challenge facing manufacturers and transport operators, and identifying the relationships between these failures can help to improve the design, manufacture, and maintenance of these vehicles. Passenger rail vehicle failures can vary in nature, whether mechanical, electrical, or inside the vehicle. This paper attempts to provide a comprehensive view of the effectiveness of passenger rail car retrofitting based on the data collected and statistical analyses. The article further focuses on the description of selected rail passenger wagons, describes the analyses of the statistical data using the correlation between the selected rail wagon failures and their significance, in addition to whether the impact of modernization reduces the number of rail wagon failures. The results of this statistical analysis can be used to better understand the impact of modernization on different aspects of passenger transport and will help in making future investment and policy decisions in this area. © 2017 Elsevier Inc. All rights reserved.","PeriodicalId":509694,"journal":{"name":"Vehicles","volume":"36 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139863901","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
Modernization of Railway Wagons for Customer Satisfaction and Safety 实现铁路货车现代化,提高客户满意度和安全性
Pub Date : 2024-02-05 DOI: 10.3390/vehicles6010015
E. Nedeliaková, Michal Valla, Matej Masár
This article focuses on the assessment of the efficiency of the modernization of railway wagons intended for passenger transport. The modernization of railway wagons is an important step towards ensuring the safer and more efficient operation of railways. However, this modernization is not without risks and, in addition to its many positive effects, it can also bring new challenges in the form of breakdowns and technical problems. Failures in passenger rail vehicles are a challenge facing manufacturers and transport operators, and identifying the relationships between these failures can help to improve the design, manufacture, and maintenance of these vehicles. Passenger rail vehicle failures can vary in nature, whether mechanical, electrical, or inside the vehicle. This paper attempts to provide a comprehensive view of the effectiveness of passenger rail car retrofitting based on the data collected and statistical analyses. The article further focuses on the description of selected rail passenger wagons, describes the analyses of the statistical data using the correlation between the selected rail wagon failures and their significance, in addition to whether the impact of modernization reduces the number of rail wagon failures. The results of this statistical analysis can be used to better understand the impact of modernization on different aspects of passenger transport and will help in making future investment and policy decisions in this area. © 2017 Elsevier Inc. All rights reserved.
本文重点评估了用于客运的铁路货车现代化的效率。铁路货车的现代化是确保铁路更安全、更高效运行的重要一步。然而,这种现代化并非没有风险,除了许多积极影响外,它也可能带来新的挑战,如故障和技术问题。铁路客运车辆的故障是制造商和运输运营商面临的一项挑战,找出这些故障之间的关系有助于改进这些车辆的设计、制造和维护。客运轨道车辆故障的性质各不相同,有机械故障、电气故障,也有车辆内部故障。本文试图根据收集到的数据和统计分析,对客运轨道车辆改装的有效性进行全面的阐述。文章进一步重点描述了选定的铁路客车车皮,利用选定的铁路车皮故障之间的相关性及其重要性描述了统计数据的分析,此外还描述了现代化的影响是否减少了铁路车皮故障的数量。统计分析的结果可用于更好地理解现代化对客运不同方面的影响,并有助于未来在该领域做出投资和政策决策。© 2017 Elsevier Inc.保留所有权利。
{"title":"Modernization of Railway Wagons for Customer Satisfaction and Safety","authors":"E. Nedeliaková, Michal Valla, Matej Masár","doi":"10.3390/vehicles6010015","DOIUrl":"https://doi.org/10.3390/vehicles6010015","url":null,"abstract":"This article focuses on the assessment of the efficiency of the modernization of railway wagons intended for passenger transport. The modernization of railway wagons is an important step towards ensuring the safer and more efficient operation of railways. However, this modernization is not without risks and, in addition to its many positive effects, it can also bring new challenges in the form of breakdowns and technical problems. Failures in passenger rail vehicles are a challenge facing manufacturers and transport operators, and identifying the relationships between these failures can help to improve the design, manufacture, and maintenance of these vehicles. Passenger rail vehicle failures can vary in nature, whether mechanical, electrical, or inside the vehicle. This paper attempts to provide a comprehensive view of the effectiveness of passenger rail car retrofitting based on the data collected and statistical analyses. The article further focuses on the description of selected rail passenger wagons, describes the analyses of the statistical data using the correlation between the selected rail wagon failures and their significance, in addition to whether the impact of modernization reduces the number of rail wagon failures. The results of this statistical analysis can be used to better understand the impact of modernization on different aspects of passenger transport and will help in making future investment and policy decisions in this area. © 2017 Elsevier Inc. All rights reserved.","PeriodicalId":509694,"journal":{"name":"Vehicles","volume":"14 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139804110","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
Cooperative Vehicle Localization in Multi-Sensor Multi-Vehicle Systems Based on an Interval Split Covariance Intersection Filter with Fault Detection and Exclusion 基于具有故障检测和排除功能的区间分割协方差交叉过滤器的多传感器多车辆系统中的合作车辆定位
Pub Date : 2024-02-01 DOI: 10.3390/vehicles6010014
Xiaoyu Shan, A. Cabani, H. Chafouk
In the cooperative multi-sensor multi-vehicle (MSMV) localization domain, the data incest problem yields inconsistent data fusion results, thereby reducing the accuracy of vehicle localization. In order to address this problem, we propose the interval split covariance intersection filter (ISCIF). At first, the proposed ISCIF method is applied to the absolute positioning step. Then, we combine the interval constraint propagation (ICP) method and the proposed ISCIF method to realize relative positioning. Additionally, in order to enhance the robustness of the MSMV localization system, a Kullback–Leibler divergence (KLD)-based fault detection and exclusion (FDE) method is implemented in our system. Three simulations were carried out: Simulation scenarios 1 and 2 aimed to assess the accuracy of the proposed ISCIF with various capabilities of absolute vehicle positioning, while simulation scenario 3 was designed to evaluate the localization performance when faults were present. The simulation results of scenarios 1 and 2 demonstrated that our proposed vehicle localization method reduced the root mean square error (RMSE) by 8.9% and 15.5%, respectively, compared to the conventional split covariance intersection filter (SCIF) method. The simulation results of scenario 3 indicated that the implemented FDE method could effectively reduce the RMSE of vehicles (by about 55%) when faults were present in the system.
在多传感器多车辆(MSMV)合作定位领域,数据不一致问题会导致数据融合结果不一致,从而降低车辆定位的准确性。为了解决这一问题,我们提出了区间分裂协方差交叉滤波器(ISCIF)。首先,将提出的 ISCIF 方法应用于绝对定位步骤。然后,我们将区间约束传播(ICP)方法和提出的 ISCIF 方法结合起来,实现相对定位。此外,为了增强 MSMV 定位系统的鲁棒性,我们在系统中采用了基于库尔贝-莱布勒发散(KLD)的故障检测和排除(FDE)方法。我们进行了三次模拟:模拟场景 1 和 2 旨在评估所提出的 ISCIF 在不同车辆绝对定位能力下的准确性,而模拟场景 3 则旨在评估故障出现时的定位性能。场景 1 和场景 2 的模拟结果表明,与传统的分裂协方差交叉滤波器(SCIF)方法相比,我们提出的车辆定位方法分别减少了 8.9% 和 15.5% 的均方根误差(RMSE)。场景 3 的模拟结果表明,当系统中存在故障时,所实施的 FDE 方法可有效降低车辆的均方根误差(约 55%)。
{"title":"Cooperative Vehicle Localization in Multi-Sensor Multi-Vehicle Systems Based on an Interval Split Covariance Intersection Filter with Fault Detection and Exclusion","authors":"Xiaoyu Shan, A. Cabani, H. Chafouk","doi":"10.3390/vehicles6010014","DOIUrl":"https://doi.org/10.3390/vehicles6010014","url":null,"abstract":"In the cooperative multi-sensor multi-vehicle (MSMV) localization domain, the data incest problem yields inconsistent data fusion results, thereby reducing the accuracy of vehicle localization. In order to address this problem, we propose the interval split covariance intersection filter (ISCIF). At first, the proposed ISCIF method is applied to the absolute positioning step. Then, we combine the interval constraint propagation (ICP) method and the proposed ISCIF method to realize relative positioning. Additionally, in order to enhance the robustness of the MSMV localization system, a Kullback–Leibler divergence (KLD)-based fault detection and exclusion (FDE) method is implemented in our system. Three simulations were carried out: Simulation scenarios 1 and 2 aimed to assess the accuracy of the proposed ISCIF with various capabilities of absolute vehicle positioning, while simulation scenario 3 was designed to evaluate the localization performance when faults were present. The simulation results of scenarios 1 and 2 demonstrated that our proposed vehicle localization method reduced the root mean square error (RMSE) by 8.9% and 15.5%, respectively, compared to the conventional split covariance intersection filter (SCIF) method. The simulation results of scenario 3 indicated that the implemented FDE method could effectively reduce the RMSE of vehicles (by about 55%) when faults were present in the system.","PeriodicalId":509694,"journal":{"name":"Vehicles","volume":"90 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139687239","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
Deep Learning-Based Stereopsis and Monocular Depth Estimation Techniques: A Review 基于深度学习的立体视觉和单目深度估计技术:综述
Pub Date : 2024-01-31 DOI: 10.3390/vehicles6010013
Somnath Lahiri, Jing Ren, Xianke Lin
A lot of research has been conducted in recent years on stereo depth estimation techniques, taking the traditional approach to a new level such that it is in an appreciably good form for competing in the depth estimation market with other methods, despite its few demerits. Sufficient progress in accuracy and depth computation speed has manifested during the period. Over the years, stereo depth estimation has been provided with various training modes, such as supervised, self-supervised, and unsupervised, before deploying it for real-time performance. These modes are to be used depending on the application and/or the availability of datasets for training. Deep learning, on the other hand, has provided the stereo depth estimation methods with a new life to breathe in the form of enhanced accuracy and quality of images, attempting to successfully reduce the residual errors in stages in some of the methods. Furthermore, depth estimation from a single RGB image has been intricate since it is an ill-posed problem with a lack of geometric constraints and ambiguities. However, this monocular depth estimation has gained popularity in recent years due to the development in the field, with appreciable improvements in the accuracy of depth maps and optimization of computational time. The help is mostly due to the usage of CNNs (Convolutional Neural Networks) and other deep learning methods, which help augment the feature-extraction phenomenon for the process and enhance the quality of depth maps/accuracy of MDE (monocular depth estimation). Monocular depth estimation has seen improvements in many algorithms that can be deployed to give depth maps with better clarity and details around the edges and fine boundaries, which thus helps in delineating between thin structures. This paper reviews various recent deep learning-based stereo and monocular depth prediction techniques emphasizing the successes achieved so far, the challenges acquainted with them, and those that can be expected shortly.
近年来,人们对立体深度估算技术进行了大量研究,将这种传统方法提升到了一个新的水平,使其在深度估算市场上与其他方法竞争时,尽管还存在一些不足之处,但已具备了明显的优势。在此期间,在精度和深度计算速度方面都取得了长足的进步。多年来,立体深度估算在用于实时性能之前提供了多种训练模式,如监督模式、自我监督模式和无监督模式。这些模式的使用取决于应用和/或训练数据集的可用性。另一方面,深度学习为立体深度估算方法注入了新的活力,提高了图像的准确性和质量,并成功减少了某些方法中的阶段性残余误差。此外,从单幅 RGB 图像进行深度估计也是一个错综复杂的问题,因为它缺乏几何约束和模糊性。不过,近年来由于该领域的发展,这种单目深度估算方法越来越受欢迎,深度图的准确性和计算时间的优化都有了显著提高。这主要归功于 CNN(卷积神经网络)和其他深度学习方法的使用,它们有助于增强这一过程的特征提取现象,并提高深度图的质量/MDE(单目深度估算)的准确性。单目深度估算在许多算法上都有所改进,这些算法可以提供更清晰的深度图以及边缘和精细边界的细节,从而有助于划分细小结构之间的界限。本文回顾了近期各种基于深度学习的立体和单目深度预测技术,重点介绍了迄今为止取得的成功、面临的挑战以及即将面临的挑战。
{"title":"Deep Learning-Based Stereopsis and Monocular Depth Estimation Techniques: A Review","authors":"Somnath Lahiri, Jing Ren, Xianke Lin","doi":"10.3390/vehicles6010013","DOIUrl":"https://doi.org/10.3390/vehicles6010013","url":null,"abstract":"A lot of research has been conducted in recent years on stereo depth estimation techniques, taking the traditional approach to a new level such that it is in an appreciably good form for competing in the depth estimation market with other methods, despite its few demerits. Sufficient progress in accuracy and depth computation speed has manifested during the period. Over the years, stereo depth estimation has been provided with various training modes, such as supervised, self-supervised, and unsupervised, before deploying it for real-time performance. These modes are to be used depending on the application and/or the availability of datasets for training. Deep learning, on the other hand, has provided the stereo depth estimation methods with a new life to breathe in the form of enhanced accuracy and quality of images, attempting to successfully reduce the residual errors in stages in some of the methods. Furthermore, depth estimation from a single RGB image has been intricate since it is an ill-posed problem with a lack of geometric constraints and ambiguities. However, this monocular depth estimation has gained popularity in recent years due to the development in the field, with appreciable improvements in the accuracy of depth maps and optimization of computational time. The help is mostly due to the usage of CNNs (Convolutional Neural Networks) and other deep learning methods, which help augment the feature-extraction phenomenon for the process and enhance the quality of depth maps/accuracy of MDE (monocular depth estimation). Monocular depth estimation has seen improvements in many algorithms that can be deployed to give depth maps with better clarity and details around the edges and fine boundaries, which thus helps in delineating between thin structures. This paper reviews various recent deep learning-based stereo and monocular depth prediction techniques emphasizing the successes achieved so far, the challenges acquainted with them, and those that can be expected shortly.","PeriodicalId":509694,"journal":{"name":"Vehicles","volume":"434 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140474594","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
Architecture and Potential of Connected and Autonomous Vehicles 互联和自动驾驶汽车的架构和潜力
Pub Date : 2024-01-29 DOI: 10.3390/vehicles6010012
Michele Pipicelli, A. Gimelli, Bernardo Sessa, Francesco de Nola, Gianluca Toscano, G. Di Blasio
The transport sector is under an intensive renovation process. Innovative concepts such as shared and intermodal mobility, mobility as a service, and connected and autonomous vehicles (CAVs) will contribute to the transition toward carbon neutrality and are foreseen as crucial parts of future mobility systems, as demonstrated by worldwide efforts in research and industry communities. The main driver of CAVs development is road safety, but other benefits, such as comfort and energy saving, are not to be neglected. CAVs analysis and development usually focus on Information and Communication Technology (ICT) research themes and less on the entire vehicle system. Many studies on specific aspects of CAVs are available in the literature, including advanced powertrain control strategies and their effects on vehicle efficiency. However, most studies neglect the additional power consumption due to the autonomous driving system. This work aims to assess uncertain CAVs’ efficiency improvements and offers an overview of their architecture. In particular, a combination of the literature survey and proper statistical methods are proposed to provide a comprehensive overview of CAVs. The CAV layout, data processing, and management to be used in energy management strategies are discussed. The data gathered are used to define statistical distribution relative to the efficiency improvement, number of sensors, computing units and their power requirements. Those distributions have been employed within a Monte Carlo method simulation to evaluate the effect on vehicle energy consumption and energy saving, using optimal driving behaviour, and considering the power consumption from additional CAV hardware. The results show that the assumption that CAV technologies will reduce energy consumption compared to the reference vehicle, should not be taken for granted. In 75% of scenarios, simulated light-duty CAVs worsen energy efficiency, while the results are more promising for heavy-duty vehicles.
交通运输业正在经历一场激烈的变革。共享和多式联运、移动即服务以及联网和自动驾驶汽车(CAVs)等创新概念将有助于向碳中和过渡,并被视为未来移动系统的重要组成部分,这一点已在全球研究和工业界的努力中得到证明。道路安全是 CAVs 发展的主要驱动力,但舒适性和节能等其他优势也不容忽视。CAVs 的分析和开发通常侧重于信息和通信技术 (ICT) 研究主题,而较少关注整个车辆系统。文献中有许多关于 CAV 具体方面的研究,包括先进的动力总成控制策略及其对车辆效率的影响。然而,大多数研究都忽略了自动驾驶系统带来的额外功耗。这项工作旨在评估不确定的 CAV 的效率改进,并概述其架构。特别是结合文献调查和适当的统计方法,提出了对 CAV 的全面概述。讨论了用于能源管理策略的 CAV 布局、数据处理和管理。收集到的数据用于定义与效率提高、传感器数量、计算单元及其功率要求相关的统计分布。在蒙特卡洛模拟法中使用了这些分布,以评估车辆能耗和节能效果,采用最佳驾驶行为,并考虑额外 CAV 硬件的功耗。结果表明,与参考车辆相比,不应想当然地认为 CAV 技术会降低能耗。在 75% 的情况下,模拟的轻型 CAV 会降低能效,而重型车辆的结果则更为乐观。
{"title":"Architecture and Potential of Connected and Autonomous Vehicles","authors":"Michele Pipicelli, A. Gimelli, Bernardo Sessa, Francesco de Nola, Gianluca Toscano, G. Di Blasio","doi":"10.3390/vehicles6010012","DOIUrl":"https://doi.org/10.3390/vehicles6010012","url":null,"abstract":"The transport sector is under an intensive renovation process. Innovative concepts such as shared and intermodal mobility, mobility as a service, and connected and autonomous vehicles (CAVs) will contribute to the transition toward carbon neutrality and are foreseen as crucial parts of future mobility systems, as demonstrated by worldwide efforts in research and industry communities. The main driver of CAVs development is road safety, but other benefits, such as comfort and energy saving, are not to be neglected. CAVs analysis and development usually focus on Information and Communication Technology (ICT) research themes and less on the entire vehicle system. Many studies on specific aspects of CAVs are available in the literature, including advanced powertrain control strategies and their effects on vehicle efficiency. However, most studies neglect the additional power consumption due to the autonomous driving system. This work aims to assess uncertain CAVs’ efficiency improvements and offers an overview of their architecture. In particular, a combination of the literature survey and proper statistical methods are proposed to provide a comprehensive overview of CAVs. The CAV layout, data processing, and management to be used in energy management strategies are discussed. The data gathered are used to define statistical distribution relative to the efficiency improvement, number of sensors, computing units and their power requirements. Those distributions have been employed within a Monte Carlo method simulation to evaluate the effect on vehicle energy consumption and energy saving, using optimal driving behaviour, and considering the power consumption from additional CAV hardware. The results show that the assumption that CAV technologies will reduce energy consumption compared to the reference vehicle, should not be taken for granted. In 75% of scenarios, simulated light-duty CAVs worsen energy efficiency, while the results are more promising for heavy-duty vehicles.","PeriodicalId":509694,"journal":{"name":"Vehicles","volume":"185 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140488419","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: 1
A Bidirectional Wireless Power Transfer System with Integrated Near-Field Communication for E-Vehicles 为电动汽车设计的集成近场通信的双向无线电力传输系统
Pub Date : 2024-01-24 DOI: 10.3390/vehicles6010011
Weizhou Ye, N. Parspour
This paper presents the design of a bidirectional wireless power and information transfer system. The wireless information transfer is based on near-field technology, utilizing communication coils integrated into power transfer coils. Compared with conventional far-field-based communication methods (e.g., Bluetooth and WLAN), the proposed near-field-based communication method provides a peer-to-peer feature, as well as lower latency, which enables the simple paring of a transmitter and a receiver for power transfer and the real-time updating of control parameters. Using the established communication, control parameters are transmitted from one side of the system to another side, and the co-control of the inverter and the active rectifier is realized. In addition, this work innovatively presents the communication-signal-based synchronization of an inverter and a rectifier, which requires no AC current sensing in the power path and no complex algorithm for stabilization, unlike conventional current-based synchronization methods. The proposed information and power transfer system was measured under different operating conditions, including aligned and misaligned positions, operating points with different charging powers, and forward and reverse power transfer. The results show that the presented prototype allows a bidirectional power transfer of up to 1.2 kW, and efficiency above 90% for the power ranges from 0.6 kW to 1.2 kW was obtained. Furthermore, the integrated communication is robust to the crosstalk from the power transfer and misalignment, and a zero BER (bit error rate) and ultra-low latency of 15.36 µs are achieved. The presented work thus provides a novel solution to the synchronization and real-time co-control of an active rectifier and an inverter in a wireless power transfer system, utilizing integrated near-field-based communication.
本文介绍了一种双向无线电力和信息传输系统的设计。无线信息传输基于近场技术,利用集成在功率传输线圈中的通信线圈。与传统的基于远场的通信方法(如蓝牙和无线局域网)相比,所提出的基于近场的通信方法具有点对点的特点和更低的延迟,从而可以简单地将发射器和接收器配对使用,实现功率传输和控制参数的实时更新。利用已建立的通信,控制参数可从系统的一侧传输到另一侧,从而实现对逆变器和有源整流器的共同控制。此外,这项工作还创新性地提出了基于通信信号的逆变器和整流器同步,与传统的基于电流的同步方法不同,这种方法不需要在电源路径中进行交流电流感应,也不需要复杂的稳定算法。在不同的工作条件下,包括对齐和错位、不同充电功率的工作点以及正向和反向功率传输,对所提出的信息和功率传输系统进行了测量。结果表明,所提出的原型可实现高达 1.2 千瓦的双向功率传输,在 0.6 千瓦至 1.2 千瓦的功率范围内效率超过 90%。此外,集成通信对功率传输和错位产生的串扰具有鲁棒性,实现了零误码率(BER)和 15.36 µs 的超低延迟。因此,本研究成果为利用集成近场通信实现无线功率传输系统中有源整流器和逆变器的同步和实时协同控制提供了一种新的解决方案。
{"title":"A Bidirectional Wireless Power Transfer System with Integrated Near-Field Communication for E-Vehicles","authors":"Weizhou Ye, N. Parspour","doi":"10.3390/vehicles6010011","DOIUrl":"https://doi.org/10.3390/vehicles6010011","url":null,"abstract":"This paper presents the design of a bidirectional wireless power and information transfer system. The wireless information transfer is based on near-field technology, utilizing communication coils integrated into power transfer coils. Compared with conventional far-field-based communication methods (e.g., Bluetooth and WLAN), the proposed near-field-based communication method provides a peer-to-peer feature, as well as lower latency, which enables the simple paring of a transmitter and a receiver for power transfer and the real-time updating of control parameters. Using the established communication, control parameters are transmitted from one side of the system to another side, and the co-control of the inverter and the active rectifier is realized. In addition, this work innovatively presents the communication-signal-based synchronization of an inverter and a rectifier, which requires no AC current sensing in the power path and no complex algorithm for stabilization, unlike conventional current-based synchronization methods. The proposed information and power transfer system was measured under different operating conditions, including aligned and misaligned positions, operating points with different charging powers, and forward and reverse power transfer. The results show that the presented prototype allows a bidirectional power transfer of up to 1.2 kW, and efficiency above 90% for the power ranges from 0.6 kW to 1.2 kW was obtained. Furthermore, the integrated communication is robust to the crosstalk from the power transfer and misalignment, and a zero BER (bit error rate) and ultra-low latency of 15.36 µs are achieved. The presented work thus provides a novel solution to the synchronization and real-time co-control of an active rectifier and an inverter in a wireless power transfer system, utilizing integrated near-field-based communication.","PeriodicalId":509694,"journal":{"name":"Vehicles","volume":"25 10","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139602239","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
Meander Line Super-Wideband Radiator for Fifth-Generation (5G) Vehicles 用于第五代 (5G) 车辆的 Meander Line 超宽带辐射器
Pub Date : 2024-01-23 DOI: 10.3390/vehicles6010010
Narayana Rao Palepu, Jayendra Kumar, Samineni Peddakrishna
Designing antennas for vehicular communication systems presents several unique challenges due to the dynamic nature of vehicular environments, mobility, and the need for reliable connectivity. A wider bandwidth is a critical requirement of vehicular antennas. In this paper, a super-wideband FR4 epoxy-based low-cost meander line patch antenna is designed for fifth-generation (5G) vehicular mobile frequency applications. The proposed antenna is excited through a microstrip feedline on top of the substrate with a continuous ground plane. The meander line is implemented through a theoretical formula to cover upper-5G frequency range 1 (FR1) and frequency range 2 (FR2). The proposed antenna has 7.5 dBi peak gain when operated at 28 GHz. The simulated bandwidth ratio (BWR) is 9.09:1 for a −10 dB reflection coefficient covering a 53.4 GHz (6.6 GHz to 60 GHz) frequency range. The proposed antenna has a linear meander line planar structure, occupies a small area of 34 mm × 20 mm × 1.6 mm, and satisfies the bandwidth requirements of 5G millimeter-wave and sub-bands of the sixth generation for vehicular applications.
由于车辆环境的动态性、移动性以及对可靠连接的需求,为车辆通信系统设计天线面临着一些独特的挑战。更宽的带宽是车载天线的关键要求。本文为第五代(5G)车载移动频率应用设计了一种基于环氧树脂的超宽带 FR4 低成本蜿蜒线贴片天线。拟议的天线通过基板顶部的微带馈线与连续接地平面进行激励。蜿蜒线是通过理论公式实现的,可覆盖 5G 上层频率范围 1(FR1)和频率范围 2(FR2)。当天线工作在 28 GHz 时,峰值增益为 7.5 dBi。在 -10 dB 反射系数下,模拟带宽比 (BWR) 为 9.09:1,覆盖 53.4 GHz(6.6 GHz 至 60 GHz)频率范围。该天线采用线性蜿蜒线平面结构,占地面积小(34 mm × 20 mm × 1.6 mm),满足 5G 毫米波和第六代车载应用子频段的带宽要求。
{"title":"Meander Line Super-Wideband Radiator for Fifth-Generation (5G) Vehicles","authors":"Narayana Rao Palepu, Jayendra Kumar, Samineni Peddakrishna","doi":"10.3390/vehicles6010010","DOIUrl":"https://doi.org/10.3390/vehicles6010010","url":null,"abstract":"Designing antennas for vehicular communication systems presents several unique challenges due to the dynamic nature of vehicular environments, mobility, and the need for reliable connectivity. A wider bandwidth is a critical requirement of vehicular antennas. In this paper, a super-wideband FR4 epoxy-based low-cost meander line patch antenna is designed for fifth-generation (5G) vehicular mobile frequency applications. The proposed antenna is excited through a microstrip feedline on top of the substrate with a continuous ground plane. The meander line is implemented through a theoretical formula to cover upper-5G frequency range 1 (FR1) and frequency range 2 (FR2). The proposed antenna has 7.5 dBi peak gain when operated at 28 GHz. The simulated bandwidth ratio (BWR) is 9.09:1 for a −10 dB reflection coefficient covering a 53.4 GHz (6.6 GHz to 60 GHz) frequency range. The proposed antenna has a linear meander line planar structure, occupies a small area of 34 mm × 20 mm × 1.6 mm, and satisfies the bandwidth requirements of 5G millimeter-wave and sub-bands of the sixth generation for vehicular applications.","PeriodicalId":509694,"journal":{"name":"Vehicles","volume":"62 19","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139603229","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
The Vehicle Routing Problem with Simultaneous Pick-Up and Delivery under Fuzziness Considering Fuel Consumption 考虑油耗的模糊性条件下同时取货和送货的车辆路由问题
Pub Date : 2024-01-17 DOI: 10.3390/vehicles6010009
Paraskevi Zacharia, Stavros Stavrinidis
The increasing interest in environmental protection has propelled reverse logistics as a challenging field in supply chain optimization. This paper addresses the vehicle routing problem with simultaneous pick-up and delivery (VRPSDP) while considering fuzzy payloads, with the primary objective of minimizing fuzzy fuel consumption. The VRPSDP with fuzzy payloads poses a computationally intractable challenge, as it involves a fleet of vehicles departing from a central depot to both deliver and collect goods from a dispersed group of customers. To effectively tackle this problem, a genetic algorithm is applied that incorporates the concept of fuzziness. This problem diverges from the traditional VRPSDP by explicitly considering fuel consumption reduction towards environmental sustainability. To validate and assess the feasibility of the proposed approach, a series of test instances are utilized. The numerical results exhibit the efficiency of the proposed method and place emphasis on the influence of uncertainty in the quantities of goods collected and delivered by customers on the resulting solution.
随着人们对环境保护的日益关注,逆向物流已成为供应链优化中一个极具挑战性的领域。本文在考虑模糊有效载荷的情况下,解决了同时取货和交货的车辆路由问题(VRPSDP),其主要目标是最大限度地减少模糊燃料消耗。带有模糊有效载荷的 VRPSDP 是一个难以计算的难题,因为它涉及到从中心仓库出发的车队,既要向分散的客户群交付货物,又要向他们收取货物。为有效解决这一问题,我们采用了一种包含模糊概念的遗传算法。这个问题与传统的 VRPSDP 有所不同,它明确考虑了减少燃料消耗,以实现环境的可持续发展。为了验证和评估所提出方法的可行性,使用了一系列测试实例。数值结果表明了所提方法的效率,并强调了客户收集和交付货物数量的不确定性对最终解决方案的影响。
{"title":"The Vehicle Routing Problem with Simultaneous Pick-Up and Delivery under Fuzziness Considering Fuel Consumption","authors":"Paraskevi Zacharia, Stavros Stavrinidis","doi":"10.3390/vehicles6010009","DOIUrl":"https://doi.org/10.3390/vehicles6010009","url":null,"abstract":"The increasing interest in environmental protection has propelled reverse logistics as a challenging field in supply chain optimization. This paper addresses the vehicle routing problem with simultaneous pick-up and delivery (VRPSDP) while considering fuzzy payloads, with the primary objective of minimizing fuzzy fuel consumption. The VRPSDP with fuzzy payloads poses a computationally intractable challenge, as it involves a fleet of vehicles departing from a central depot to both deliver and collect goods from a dispersed group of customers. To effectively tackle this problem, a genetic algorithm is applied that incorporates the concept of fuzziness. This problem diverges from the traditional VRPSDP by explicitly considering fuel consumption reduction towards environmental sustainability. To validate and assess the feasibility of the proposed approach, a series of test instances are utilized. The numerical results exhibit the efficiency of the proposed method and place emphasis on the influence of uncertainty in the quantities of goods collected and delivered by customers on the resulting solution.","PeriodicalId":509694,"journal":{"name":"Vehicles","volume":"18 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139527336","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
期刊
Vehicles
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1