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In the contemporary world with degrading natural resources, the urgency of energy efficiency has become imperative due to the conservation and environmental safeguarding. Therefore, it's crucial to look for advanced technology to minimize…

系统与控制 · 电气工程与系统科学 2023-11-15 Aryaman Rao , Harshit Gupta , Parth Singh , Shivam Mittal , Utkrash Singh , Dinesh Kumar Vishwakarma

How to free a road from vehicle traffic as efficiently as possible and in a given time, in order to allow for example the passage of emergency vehicles? We are interested in this question which we reformulate as an optimal control problem.…

最优化与控制 · 数学 2023-10-25 Mickael Bestard , Emmanuel Franck , Laurent Navoret , Yannick Privat

This paper proposes a robust optimal eco-driving control strategy considering multiple signalized intersections with uncertain traffic signal timing. A spatial vehicle velocity profile optimization formulation is developed to minimize the…

最优化与控制 · 数学 2018-02-21 Chao Sun , Xinwei Shen , Scott Moura

We consider robust shortest path problems, where the aim is to find a path that optimizes the worst-case performance over an uncertainty set containing all relevant scenarios for arc costs. The usual approach for such problems is to assume…

最优化与控制 · 数学 2018-02-13 André Chassein , Trivikram Dokka , Marc Goerigk

Using the growing volumes of vehicle trajectory data, it becomes increasingly possible to capture time-varying and uncertain travel costs in a road network, including travel time and fuel consumption. The current paradigm represents a road…

数据库 · 计算机科学 2015-12-07 Jian Dai , Bin Yang , Chenjuan Guo , Christian S. Jensen

We study the evolution of the fastest paths (FP) in transportation networks under increasing congestion. Moving from the common edge-based to a path-based analysis, we examine the directed FPs connecting random origin-destination pairs as…

物理与社会 · 物理学 2025-03-05 Marco Cogoni , Giovanni Busonera , Enrico Gobbetti

This article presents an eco-driving algorithm for electric vehicles featuring multi-speed transmissions. The proposed controller is formulated as a co-optimization problem, simultaneously optimizing both vehicle longitudinal speed and…

系统与控制 · 电气工程与系统科学 2026-01-28 Suiyi He , Zongxuan Sun

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

Trajectory planning in automated driving typically focuses on satisfying safety and comfort requirements within the vehicle's onboard sensor range. This paper introduces a method that leverages anticipatory road data, such as speed limits,…

系统与控制 · 电气工程与系统科学 2024-06-26 Andres Alvarez Prado , Vladislav Nenchev , Christian Rathgeber

When a system is driven out of equilibrium by a time-dependent protocol that modifies the Hamiltonian, it follows a nonequilibrium path. Samples of these paths can be used in nonequilibrium work theorems to estimate equilibrium quantities,…

统计力学 · 物理学 2009-05-29 David D. L. Minh

The eco-toll estimation problem quantifies the expected environmental cost (e.g., energy consumption, exhaust emissions) for a vehicle to travel along a path. This problem is important for societal applications such as eco-routing, which…

机器学习 · 计算机科学 2023-01-20 Yan Li , Mingzhou Yang , Matthew Eagon , Majid Farhadloo , Yiqun Xie , William F. Northrop , Shashi Shekhar

The trajectory planning problem (TPP) has become increasingly crucial in the research of next-generation transportation systems, but it presents challenges due to the non-linearity of its constraints. One specific case within TPP, namely…

最优化与控制 · 数学 2025-02-24 Yuanzheng Lei , Yao Cheng , Xianfeng Terry Yang

Transportation contributes a substantial fraction of all greenhouse gas emissions. One approach for reducing such emissions is to modify vehicles' route choices to minimize their fuel consumption or emission, which is known as eco-routing.…

计算工程、金融与科学 · 计算机科学 2022-07-29 Rocío Cotta Antúnez , Michael W. Levin

Single Source Shortest Paths ($\textrm{SSSP}$) is among the most well-studied problems in computer science. In the incremental (resp. decremental) setting, the goal is to maintain distances from a fixed source in a graph undergoing edge…

数据结构与算法 · 计算机科学 2024-07-16 Barna Saha , Virginia Vassilevska Williams , Yinzhan Xu , Christopher Ye

With the increasing demand for greener and more energy efficient transportation solutions, electric vehicles (EVs) have emerged to be the future of transportation across the globe. However, currently, one of the biggest bottlenecks of EVs…

应用统计 · 统计学 2020-09-09 Duc Minh Nguyen , Mustafa A. Kishk , Mohamed-Slim Alouini

This paper studies the problem of control strategy synthesis for dynamical systems with differential constraints to fulfill a given reachability goal while satisfying a set of safety rules. Particular attention is devoted to goals that…

机器人学 · 计算机科学 2013-11-07 Luis I. Reyes Castro , Pratik Chaudhari , Jana Tumova , Sertac Karaman , Emilio Frazzoli , Daniela Rus

Drive modes are driver-selectable pre-set configurations of powertrain and certain vehicle parameters. Plug-in hybrid electric vehicles (PHEVs) typically feature special options of drive modes that can affect the hybrid energy source…

数据结构与算法 · 计算机科学 2017-12-12 Chi-Kin Chau , Khaled Elbassioni , Chien-Ming Tseng

In this paper, an eco--driving Pontryagin maximum principle (PMP) algorithm is designed for optimal deceleration and gear shifting in trucks based on switching among a finite set of driving modes. The PMP algorithm is implemented and…

系统与控制 · 电气工程与系统科学 2021-04-09 B. Wingelaar , G. R. Gonçalves da Silva , M. Lazar , Y. Chen , J. T. B. A. Kessels

A nonparametric fuel consumption model is developed and used for eco-routing algorithm development in this paper. Six months of driving information from the city of Ann Arbor is collected from 2,000 vehicles. The road grade information from…

应用统计 · 统计学 2018-01-29 Xianan Huang , Huei Peng

This work presents an efficient method to solve a class of continuous-time, continuous-space stochastic optimal control problems of robot motion in a cluttered environment. The method builds upon a path integral representation of the…

系统与控制 · 计算机科学 2016-03-10 Jung-Su Ha , Han-Lim Choi