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This article proposes a nonlinear microscopic dynamical model for autonomous electric vehicles (A-EVs) that considers battery energy efficiency in the car-following dynamics. The model builds upon the Optimal Velocity Model (OVM), with the…

动力系统 · 数学 2025-11-26 Yuneil Yeo , Jaewoong Lee , Scott Moura , Maria Laura Delle Monache

Autonomous driving technologies are expected to not only improve mobility and road safety but also bring energy efficiency benefits. In the foreseeable future, autonomous vehicles (AVs) will operate on roads shared with human-driven…

机器人学 · 计算机科学 2021-11-30 Huayi Li , Nan Li , Ilya Kolmanovsky , Anouck Girard

Achieving energy-efficient trajectory planning for autonomous driving remains a challenge due to the limitations of model-agnostic approaches. This study addresses this gap by introducing an online nonlinear programming trajectory…

机器人学 · 计算机科学 2024-12-13 Zhaofeng Tian , Lichen Xia , Weisong Shi

Autonomous driving lacks strong proof of energy efficiency with the energy-model-agnostic trajectory planning. To achieve an energy consumption model-aware trajectory planning for autonomous driving, this study proposes an online nonlinear…

机器人学 · 计算机科学 2024-12-13 Zhaofeng Tian , Lichen Xia , Weisong Shi

Urban driving with connected and automated vehicles (CAVs) offers potential for energy savings, yet most eco-driving strategies focus solely on longitudinal speed control within a single lane. This neglects the significant impact of lateral…

系统与控制 · 电气工程与系统科学 2025-12-09 Hansung Kim , Eric Yongkeun Choi , Eunhyek Joa , Hotae Lee , Linda Lim , Scott Moura , Francesco Borrelli

To improve the driving mobility and energy efficiency of connected autonomous electrified vehicles, this paper presents an integrated longitudinal speed decision-making and energy efficiency control strategy. The proposed approach is a…

信号处理 · 电气工程与系统科学 2020-07-27 Teng Liu , Bo Wang , Dongpu Cao , Xiaolin Tang , Yalian Yang

Connected and automated vehicles (CAVs) represent the future of transportation, utilizing detailed traffic information to enhance control and decision-making. Eco-driving of CAVs has the potential to significantly improve energy efficiency,…

系统与控制 · 电气工程与系统科学 2024-12-20 Zongtan Li , Yunli Shao

Driving energy consumption plays a major role in the navigation of mobile robots in challenging environments, especially if they are left to operate unattended under limited on-board power. This paper reports on first results of an…

机器人学 · 计算机科学 2021-04-06 Marco Visca , Arthur Bouton , Roger Powell , Yang Gao , Saber Fallah

Most of the existing state-of-the-art approaches for energy consumption analysis do not account for the effect of lateral dynamics on energy consumption in electric vehicles (EVs) during vehicle maneuvers. This paper aims to validate this…

系统与控制 · 电气工程与系统科学 2026-02-26 Simran Kumari , Anand Ronald K. , Siddhartha Mukhopadhyay , Ashish R. Hota

The hybrid electric system has good potential for unmanned tracked vehicles due to its excellent power and economy. Due to unmanned tracked vehicles have no traditional driving devices, and the driving cycle is uncertain, it brings new…

系统与控制 · 电气工程与系统科学 2021-07-06 Tianxing Sun , Shaohang Xu , Zirui Li , Yingqi Tan , Huiyan Chen

Electric vehicles (EVs) are critical to the transition to a low-carbon transportation system. The successful adoption of EVs heavily depends on energy consumption models that can accurately and reliably estimate electricity consumption.…

系统与控制 · 电气工程与系统科学 2021-02-23 Yuche Chen , Guoyuan Wu , Ruixiao Sun , Abhishek Dubey , Aron Laszka , Philip Pugliese

The rapid adoption of electric vehicles (EVs) in modern transport systems has made energy-aware routing a critical task in their successful integration, especially within large-scale transport networks. In cases where an EV's remaining…

人工智能 · 计算机科学 2026-03-30 Saman Ahmadi , Guido Tack , Daniel Harabor , Philip Kilby , Mahdi Jalili

Connected and autonomous vehicles have the potential to minimize energy consumption by optimizing the vehicle velocity and powertrain dynamics with Vehicle-to-Everything info en route. Existing deterministic and stochastic methods created…

机器学习 · 计算机科学 2023-10-18 Jacob Paugh , Zhaoxuan Zhu , Shobhit Gupta , Marcello Canova , Stephanie Stockar

With continuous advancements in science and technology, there is increasing focus on environmental sustainability, leading to heightened interest in autonomous electric vehicles (AEVs). AEVs hold significant potential for enhancing electric…

系统与控制 · 电气工程与系统科学 2024-09-19 Qasim Ajao , Lanre Sadeeq

The advancement of vehicle automation and the growing adoption of electric vehicles (EVs) are reshaping transportation systems. While fully automated vehicles are expected to improve traffic stability, efficiency, and sustainability, recent…

新兴技术 · 计算机科学 2026-01-27 Gabriel Geffen , Jun Zhao , Mingfeng Shang , Shian Wang , Yao-Jan Wu

The present work is an attempt to understand and review existing methods of energy generation in electric vehicles in the modern day context. Previous works in the field have proposed various mechanisms of energy generation that are very…

系统与控制 · 电气工程与系统科学 2024-10-16 Dibakar Das , Biplab Satpati , Md Arif , Gourab Das

This paper experimentally demonstrates the effectiveness of an anticipative car-following algorithm in reducing energy use of gasoline engine and electric Connected and Automated Vehicles (CAV), without sacrificing safety and traffic flow.…

系统与控制 · 电气工程与系统科学 2020-09-18 Tyler Ard , Longxiang Guo , Robert Austin Dollar , Alireza Fayazi , Nathan Goulet , Yunyi Jia , Beshah Ayalew , Ardalan Vahidi

The energy efficiency of Connected and Automated Vehicles (CAVs) is significantly influenced by surrounding road users. This paper presents the evaluation of energy efficiency of CAVs in a mixed traffic interacted with human controlled…

系统与控制 · 计算机科学 2018-06-04 Xun Gong , Yaohui Guo , Yiheng Feng , Jing Sun , Ding Zhao

Eco-driving has been shown to reduce energy consumption for electric vehicles (EVs). Such strategies can also be implemented to both reduce energy consumption and improve battery lifetime. This study considers the eco-driving of a connected…

系统与控制 · 电气工程与系统科学 2024-10-03 Yongqiang Wang , Suresh G. Advani , Ajay K. Prasad

The energy use of a robot is trajectory-dependent, and thus can be reduced by optimization of the trajectory. Current methods for robot trajectory optimization can reduce energy up to 15\% for fixed start and end points, however their use…

机器人学 · 计算机科学 2024-11-06 Valentyn Petrichenko , Lisa Lokstein , Gregor Thiele , Kevin Haninger
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