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The increasing number of Electric Vehicles (EVs) have led to rising energy demands which aggregates the burden on grid supply. A few solutions have been proposed to reduce grid load, for example, using storage systems for storing surplus…

系统与控制 · 电气工程与系统科学 2023-12-14 Ferheen Ayaz , Maziar Nekovee

This paper presents an online-capable controller for the energy management system of a parallel hybrid electric vehicle based on model predictive control. Its task is to minimize the vehicle's fuel consumption along a predicted driving…

系统与控制 · 电气工程与系统科学 2023-01-04 David Theodor Machacek , Stijn van Dooren , Thomas Huber , Christopher Onder

This paper presents a computationally efficient algorithm for eco-driving over long prediction horizons. The eco-driving problem is formulated as a bi-level program, where the bottom level is solved offline, pre-optimizing gear as a…

系统与控制 · 电气工程与系统科学 2020-02-07 Ahad Hamednia , Nalin Kumar Sharma , Nikolce Murgovski , Jonas Fredriksson

Microgrids with AC/DC architecture benefit from advantages of both AC and DC power. In this paper, daily operation problem for a zero-carbon AC/DC microgrid in presence of electric vehicles (EVs) is considered. In this framework, EVs'…

系统与控制 · 电气工程与系统科学 2022-01-20 Reza Bayani , Arash Farokhi Soofi , Saeed D. Manshadi

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

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

The majority of electric vehicles (EVs) are charged domestically overnight, where the precise timing of power allocation is not important to the user, thus representing a source of flexibility that can be leveraged by charging control…

系统与控制 · 电气工程与系统科学 2025-05-09 Felix Wieberneit , Emanuele Crisostomi , Anthony Quinn , Robert Shorten

After over a century of internal combustion engines ruling the transport sector, electric vehicles appear to be on the verge of gaining traction due to a slew of advantages, including lower operating costs and lower CO2 emissions. By using…

机器学习 · 计算机科学 2024-02-05 J. N. Sabhahit , S. S. Solanke , V. K. Jadoun , H. Malik , F. P. García Márquez , J. M. Pinar-Pérez

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

This study represents a first attempt to build a backcasting methodology to identify the optimal policy roadmaps in transport systems. In this methodology, desired objectives are set by decision makers at a given time horizon, and then the…

最优化与控制 · 数学 2025-02-06 Vinith Lakshmanan , Xavier Guichet , Antonio Sciarretta

Electric vehicles (EVs) are being rapidly adopted due to their economic and societal benefits. Autonomous mobility-on-demand (AMoD) systems also embrace this trend. However, the long charging time and high recharging frequency of EVs pose…

最优化与控制 · 数学 2022-11-28 Sihong He , Zhili Zhang , Shuo Han , Lynn Pepin , Guang Wang , Desheng Zhang , John Stankovic , Fei Miao

The electrification of public transport vehicles offers the potential to relieve city centers of pollutant and noise emissions. Furthermore, electric buses have lower life-cycle greenhouse gas (GHG) emissions than diesel buses, particularly…

系统与控制 · 电气工程与系统科学 2024-08-19 Fabio Widmer , Stijn van Dooren , Christopher H. Onder

Eco-driving emerges as a cost-effective and efficient strategy to mitigate greenhouse gas emissions in urban transportation networks. Acknowledging the persuasive influence of incentives in shaping driver behavior, this paper presents the…

系统与控制 · 电气工程与系统科学 2024-05-20 M. Umar B. Niazi , Jung-Hoon Cho , Munther A. Dahleh , Roy Dong , Cathy Wu

This paper investigates the problem of ecological driving (eco-driving) of vehicle platoons. To reduce the probability of the platoon avoiding red lights and increase fuel efficiency, a two-layer control architecture is proposed. The first…

系统与控制 · 电气工程与系统科学 2022-02-22 Yan Wang , Rong Su , Wei Wang , Xiaoxu Liu , Bohui Wang

Global optimization of the energy consumption of dual power source vehicles such as hybrid electric vehicles, plug-in hybrid electric vehicles, and plug in fuel cell electric vehicles requires knowledge of the complete route characteristics…

机器学习 · 计算机科学 2015-10-27 Joe Lemieux , Yuan Ma

Integrating electric vehicle (EV) charging with renewable energy production is essential for reducing the transport sector's carbon footprint, but effective and scalable strategies to align individual charging behavior with renewable supply…

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

The implementation of connected and automated vehicle (CAV) technologies enables a novel computational framework for real-time control aimed at optimizing energy consumption with associated benefits. In this paper, we implement an optimal…

最优化与控制 · 数学 2020-06-01 A M Ishtiaque Mahbub , Vasanthi Karri , Darshil Parikh , Shyam Jade , Andreas A. Malikopoulos

We propose and evaluate controllers for the coordination of the charging of electric vehicles. The controllers are based on neural networks and are completely de-centralized, in the sense that the charging current is completely decided by…

神经与进化计算 · 计算机科学 2018-10-23 Martin Pilát

In this paper, we simultaneously address the problems of energy optimal and safe motion planning of electric vehicles (EVs) in a data-driven robust optimization framework. Safe maneuvers, especially in urban traffic, are characterized by…

系统与控制 · 电气工程与系统科学 2025-09-09 Simran Kumari , Ashish R. Hota , Siddhartha Mukhopadhyay