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相关论文: Fuel Economy Gaps Within & Across Garages: A Bivar…

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A key purpose of the U.S. government fuel economy ratings is to provide precise and unbiased fuel economy estimates to assist consumers in their vehicle purchase decisions. For the official fuel economy ratings to be useful, the numbers…

应用统计 · 统计学 2018-08-21 Behram Wali , David Greene , Asad Khattak , Jun Liu

Drivers have distinctively diverse behaviors when operating vehicles in natural traffic flow, such as preferred pedal position, car-following distance, preview time headway, etc. These highly personalized behavioral variations are known to…

系统与控制 · 电气工程与系统科学 2022-04-28 Yao Ma , Junmin Wang

In this paper, empirical data from the literature are used to develop general power models that capture the impact of a vehicle position, in a platoon of homogeneous vehicles, and the distance gap to its lead (and following) vehicle on its…

系统与控制 · 电气工程与系统科学 2021-12-01 Ahmed A. Hussein , Hesham A. Rakha

Economic factors can have substantial effects on transportation crash trends. This study makes a comprehensive examination of the relationship between the retail gasoline price (including state and federal fuel taxes) and transportation…

应用统计 · 统计学 2020-01-10 Nima Safaei , Chao Zhou

In this paper, we use a newly constructed dataset to study the geographic distribution of fuel price across the US at a very high resolution. We study the influence of socio-economic variables through different and complementary statistical…

应用统计 · 统计学 2019-11-22 Antonin Bergeaud , Juste Raimbault

The automotive industry is under growing pressure to reduce its environmental impact, requiring accurate predictive modeling to support sustainable engineering design. This study examines the factors that determine vehicle fuel consumption…

机器学习 · 计算机科学 2026-03-24 Ali Akram

Autonomous vehicles currently suffer from a time-inefficient driving style caused by uncertainty about human behavior in traffic interactions. Accurate and reliable prediction models enabling more efficient trajectory planning could make…

机器人学 · 计算机科学 2023-02-21 Julian Frederik Schumann , Jens Kober , Arkady Zgonnikov

Volatile driving, characterized by fluctuations in speed and accelerations and aggressive lane changing/merging, is known to contribute to transportation crashes. To fully understand driving volatility with the intention of reducing it, the…

应用统计 · 统计学 2018-07-24 Mohsen Kamrani , Ramin Arvin , Asad J. Khattak

Vehicle performance metrics analyze data sets consisting of subject vehicle's interactions with other road users in a nominal driving environment and provide certain performance measures as outputs. To the best of the authors' knowledge,…

机器人学 · 计算机科学 2023-06-27 Harnarayan Singh , Bowen Weng , Sughosh J. Rao , Devin Elsasser

This is a study on the potential widespread usage of alternative fuel vehicles, linking them with the socio-economic status of the respective consumers as well as the impact on the resulting air quality index. Research in this area aims to…

人工智能 · 计算机科学 2023-03-16 Anuradha Singh , Jyoti Yadav , Sarahana Shrestha , Aparna S. Varde

The fundamental relationship of traffic flow is empirically estimated by fitting a regression curve to a cloud of observations of traffic variables. Such estimates, however, may suffer from the confounding/endogeneity bias due to omitted…

计量经济学 · 经济学 2021-04-07 Anupriya , Daniel J. Graham , Daniel Hörcher , Prateek Bansal

Influencing factors on crashes involved with autonomous vehicles (AVs) have been paid increasing attention. However, there is a lack of comparative analyses between influencing factors on crashes of AVs and human-driven vehicles. To fill…

应用统计 · 统计学 2022-04-11 Weixi Ren , Bo Yu , Yuren Chen , Kun Gao , Shan Bao

This report examines the effect of mixed traffic, specifically the variation in robot vehicle (RV) penetration rates, on the fundamental diagrams at unsignalized intersections. Through a series of simulations across four distinct…

机器人学 · 计算机科学 2024-12-23 Iftekharul Islam , Weizi Li

The effectiveness of fiscal policy to influence vehicle purchases for emissions reductions in private passenger road transport depends on its ability to incentivise consumers to make choices oriented towards lower emissions vehicles.…

物理与社会 · 物理学 2015-10-23 J. -F. Mercure , A. Lam

Road safety is impacted by a range of factors that can be categorized into human, vehicle, and roadway/environmental elements. This research explores the connection between pavement performance and road safety, particularly in relation to…

物理与社会 · 物理学 2025-07-01 Prathyush Kumar Reddy Lebaku , Lu Gao , Jingran Sun , Xingju Wang , Xuejian Kang

The potential positive impact of autonomous driving and driver assistance technolo- gies have been a major impetus over the last decade. On the flip side, it has been a challenging problem to analyze the performance of human drivers or…

机器学习 · 计算机科学 2018-04-27 Dicong Qiu , Karthik Paga

This paper focuses on the study of the impact that the class of the vehicle, leading heavy vehicles in particular, causes on the following vehicle's behavior, specifically in terms of the bumper-to-bumper distance (gap) between the…

计算机与社会 · 计算机科学 2021-07-16 Awad Abdelhalim , Montasir Abbas

In this work, a simple methodology to follow the behavior of motorized urban vehicles, from the point of view of personal finances, is presented. Including the acquisition of a new vehicle, the analysis considers the driving distance per…

流体动力学 · 物理学 2024-01-25 René Ledesma-Alonso , Guillermo Becerra-Nuñez

In this paper we study dependencies of fundamental diagrams, time gap distributions, and velocity-distance relations on vehicle types, lanes and/or measurement sites. We also propose measurement and aggregation methods that have more…

统计力学 · 物理学 2007-05-23 Benno Tilch , Dirk Helbing

Accurately modeling crash severity on rural two-lane roads is essential for effective safety management, yet standard single level approaches often overlook unobserved heterogeneity across road segments. In this study, we analyze 19 956…

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