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The drastic growth of electric vehicles and photovoltaics can introduce new challenges, such as electrical current congestion and voltage limit violations due to peak load demands. These issues can be mitigated by controlling the operation…

机器学习 · 计算机科学 2023-07-21 Sharyal Zafar , Raphaël Feraud , Anne Blavette , Guy Camilleri , Hamid Ben

We combine the power flow model with the proportionally fair optimization criterion to study the control of congestion within a distribution electric grid network. The form of the mathematical optimization problem is a convex second order…

最优化与控制 · 数学 2018-10-04 Miroslav Gardlo , Ľuboš Buzna , Rui Carvalho , Richard Gibbens , Frank Kelly

We study a real-time smart charging algorithm for electric vehicles (EVs) at a workplace parking lot in order to minimize electricity cost from time-of-use electricity rates and demand charges while ensuring that the owners of the EVs…

系统与控制 · 电气工程与系统科学 2022-03-15 Nathaniel Tucker , Gustavo Cezar , Mahnoosh Alizadeh

To address the challenges of sensor fusion and safety risk prediction, contemporary closed-loop autonomous driving neural networks leveraging imitation learning typically require a substantial volume of parameters and computational…

机器人学 · 计算机科学 2024-07-18 Yipin Guo , Yilin Lang , Qinyuan Ren

The battery management system plays a vital role in ensuring the safety and dependability of electric and hybrid vehicles. It is responsible for various functions, including state evaluation, monitoring, charge control, and cell balancing,…

计算机视觉与模式识别 · 计算机科学 2024-04-10 Narayana Darapaneni , Ashish K , Ullas M S , Anwesh Reddy Paduri

The rapid adoption of Electric Vehicles (EVs) poses challenges for electricity grids to accommodate or mitigate peak demand. Vehicle-to-Vehicle Charging (V2VC) has been recently adopted by popular EVs, posing new opportunities and…

人工智能 · 计算机科学 2024-11-07 Cláudio Gomes , João Paulo Fernandes , Gabriel Falcao , Soummya Kar , Sridhar Tayur

Uncoordinated charging of large-scale electric vehicles (EVs) will have a negative impact on the secure and economic operation of the power system, especially at the distribution level. Given that the charging load of EVs can be controlled…

系统与控制 · 计算机科学 2016-01-20 Shaolun Xu , Liang Zhang , Zheng Yan , Donghan Feng , Gang Wang , Xiaobo Zhao

Electronic toll collection (ETC) system has been a common trend used for toll collection on toll road nowadays. The implementation of electronic toll collection allows vehicles to travel at low or full speed during the toll payment, which…

计算机视觉与模式识别 · 计算机科学 2012-04-11 Jun Yee Ng , Yong Haur Tay

The number of electric vehicles (EVs) is expected to increase. As a consequence, more EVs will need charging, potentially causing not only congestion at charging stations, but also in the distribution grid. Our goal is to illustrate how…

最优化与控制 · 数学 2017-12-27 Angelos Aveklouris , Yorie Nakahira , Maria Vlasiou , Bert Zwart

With the growing popularity of electric vehicles as a means of addressing climate change, concerns have emerged regarding their impact on electric grid management. As a result, predicting EV charging demand has become a timely and important…

机器学习 · 计算机科学 2026-04-01 Iason Kyriakopoulos , Yannis Theodoridis

The installation of electric vehicle (EV) charging stations in buildings is inevitable, as states push for increased EV adoption to support decarbonization efforts. This transition could force the need for grid infrastructure upgrades and…

系统与控制 · 电气工程与系统科学 2025-10-29 Quan Nguyen , Christine Holland , Siddharth Sridhar

We propose a novel way to use Electric Vehicles (EVs) as dynamic mobile energy storage with the goal to support grid balancing during peak load times. EVs seeking parking in a busy/expensive inner city area, can get free parking with a…

As the number of electric vehicles (EVs) continues to grow, there is an increasing need for smart charging strategies. This paper exploits the vehicle-to-vehicle (V2V) concept to leverage EVs' diverse charging patterns and unlock the value…

系统与控制 · 电气工程与系统科学 2023-04-06 Aditya Khele , Canchen Jiang , Hao Wang

Dwindling nonrenewable fuel reserves, progressing severe environmental pollution, and accelerating climate change require society to reevaluate existing transportation concepts. While electric vehicles (EVs) have become more popular and…

计算机与社会 · 计算机科学 2021-06-22 Benjamin Leiding

This paper examines the problem of optimizing the charging pattern of electric vehicles (EV) by taking real-time electricity grid carbon intensity into consideration. The objective of the proposed charging scheme is to minimize the carbon…

系统与控制 · 电气工程与系统科学 2022-09-27 Kai-Wen Cheng , Yuexin Bian , Yuanyuan Shi , Yize Chen

Electric Vehicles (EV) impact urban networks both when driving (e.g., noise and pollution reduction) and charging. For the electrical grid, the flexibility of EV charging makes it a significant actor in "Demand Response" mechanisms.…

计算机科学与博弈论 · 计算机科学 2020-02-03 Benoît Sohet , Yezekael Hayel , Olivier Beaude , Alban Jeandin

We propose an algorithm for distributed charging control of electric vehicles (EVs) using online learning and online convex optimization. Many distributed charging control algorithms in the literature implicitly assume fast two-way…

最优化与控制 · 数学 2015-07-28 Wann-Jiun Ma , Vijay Gupta , Ufuk Topcu

Bidirectional electric vehicle (EV) charging is a technology that is gaining rapid popularity due to its ability to provide economic and environmental benefits to both EV owners and power system operators (PSOs). Using the EV as a flexible…

系统与控制 · 电气工程与系统科学 2023-08-29 Shivam Saxena , Hany Farag , Khunsha Nasr , Leigh St. Hilaire

Electrification of transport in RES-based power system will support the decarbonisation of the transportsector. However, due to the increase in energy demand and the large peak effects of charging, the passiveintegration of electric cars is…

综合经济学 · 经济学 2020-11-12 Philipp Andreas Gunkel , Claire Bergaentzlé , Ida Græsted Jensen , Fabian Scheller

With the development of autonomous driving, the improvement of autonomous driving technology for individual vehicles has reached the bottleneck. The advancement of vehicle-road cooperation autonomous driving technology can expand the…

机器人学 · 计算机科学 2022-08-31 Songbin Chen