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相关论文: A Statistical Modelling and Analysis of PHEVs' Pow…

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Electric vehicles (EVs) add significant load on the power grid as they become widespread. The characteristics of this extra load follow the patterns of people's driving behaviours. In particular, random parameters such as arrival time and…

计算工程、金融与科学 · 计算机科学 2014-08-12 Farshad Rassaei , Wee-Seng Soh , Kee-Chaing Chua

Replacing a portion of current light duty vehicles (LDV) with plug-in hybrid electric vehicles (PHEVs) offers the possibility to reduce the dependence on petroleum fuels together with environmental and economic benefits. The charging…

机器学习 · 计算机科学 2016-04-18 Marco Pellegrini , Farshad Rassaei

As an environment-friendly substitute for conventional fuel-powered vehicles, electric vehicles (EVs) and their components have been widely developed and deployed worldwide. The large-scale integration of EVs into power grid brings both…

其他计算机科学 · 计算机科学 2016-09-12 Wanrong Tang , Suzhi Bi , Ying Jun , Zhang

Electric vehicles (EVs) are an eco-friendly alternative to vehicles with internal combustion engines. Despite their environmental benefits, the massive electricity demand imposed by the anticipated proliferation of EVs could jeopardize the…

系统与控制 · 电气工程与系统科学 2019-11-18 Nanduni I. Nimalsiri , Chathurika P. Mediwaththe , Elizabeth L. Ratnam , Marnie Shaw , David B. Smith , Saman K. Halgamuge

Electric Vehicle (EV) fast charging stations require forecasting techniques both at the single charger level and aggregated level. While for the latter several models exist, forecasting individual EV charging profiles is still underexplored…

系统与控制 · 电气工程与系统科学 2026-05-19 Riccardo Ramaschi , Mario Paolone , Sonia Leva

Plug-in Electric Vehicles (PEVs) are a rapidly developing technology that can reduce greenhouse gas emissions and change the way vehicles obtain power. PEV charging stations will most likely be available at home and at work, and…

最优化与控制 · 数学 2011-12-06 Nicole Taheri , Robert Entriken , Yinyu Ye

The combination of electric vehicles (EVs) and renewable energy is taking shape as a potential driver for a future free of fossil fuels. However, the efficient management of the EV fleet is not exempt from challenges. It calls for the…

最优化与控制 · 数学 2013-10-28 Emil B. Iversen , Juan M. Morales , Henrik Madsen

The success of the transportation electricification in this century particularly requires the penentration of the internet of plug-in electric vehicles (PEVs) into the smart power grid. Beside the function of serving the traditional…

系统与控制 · 计算机科学 2018-10-22 Y. Shi , H. D. Tuan , T. Q. Duong , H. V. Poor , A. V. Savkin

Driven by growing concerns over air quality and energy security, electric vehicles (EVs) has experienced rapid development and are reshaping global transportation systems and lifestyle patterns. Compared to traditional gasoline-powered…

系统与控制 · 电气工程与系统科学 2025-09-08 Hai Wang , Baoshen Guo , Xiaolei Zhou , Shuai Wang , Zhiqing Hong , Tian He

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 increasing market penetration of electric vehicles (EVs) may change the travel behavior of drivers and pose a significant electricity demand on the power system. Since the electricity demand depends on the travel behavior of EVs, which…

系统与控制 · 电气工程与系统科学 2022-03-02 Sina Baghali , Zhaomiao Guo , Samiul Hasan

With the current trend of transforming a centralized power system into a decentralized one for efficiency, reliability, and environment reasons, the concept of microgrid that integrates a variety of distributed energy resources (DERs) on…

最优化与控制 · 数学 2018-07-17 Zheming Liang , Yuanxiong Guo

In the context of energy transition and decarbonization of the economy, several governments will ban the sale of new combustion vehicles by 2050. Thus, growing penetration of electric vehicles (EVs) in distribution networks (DN) is…

系统与控制 · 电气工程与系统科学 2024-08-27 Octavio Ramos-Leaños , Hussein Suprême , Mouhamadou Makthar Dione , Daniel Chabot , Vincent Beaulieu

This paper proposes a probabilistic model for uncontrolled charging of electric vehicles (EVs). EV charging will add significant load to power systems in the coming years and, due to the convenience of charging at home, this is likely to…

信号处理 · 电气工程与系统科学 2019-07-23 Constance Crozier , Thomas Morstyn , Malcolm McCulloch

Electric Vehicles (EVs), as their penetration increases, are not only challenging the sustainability of the power grid, but also stimulating and promoting its upgrading. Indeed, EVs can actively reinforce the development of the Smart Grid…

计算机科学与博弈论 · 计算机科学 2016-04-18 Wenjing Shuai , Patrick Maillé , Alexander Pelov

The increasing market penetration of electric vehicles (EVs) may pose significant electricity demand on power systems. This electricity demand is affected by the inherent uncertainties of EVs' travel behavior that makes forecasting the…

机器学习 · 计算机科学 2021-06-15 Sina Baghali , Samiul Hasan , Zhaomiao Guo

The growing penetration of electric vehicles (EVs) significantly changes typical load curves in smart grids. With the development of fast charging technology, the volatility of EV charging demand is increasing, which requires additional…

系统与控制 · 电气工程与系统科学 2024-11-05 Kedi Zheng , Hanwei Xu , Zeyang Long , Yi Wang , Qixin Chen

Electric Vehicles (EVs) are projected to be one of the major contributors to energy transition in the global transportation due to their rapid expansion. The EVs will play a vital role in achieving a sustainable transportation system by…

系统与控制 · 电气工程与系统科学 2022-10-03 Sithara S. G. Acharige , Md Enamul Haque , Mohammad Taufiqul Arif , Nasser Hosseinzadeh

Next-generation power grids will likely enable concurrent service for residences and plug-in electric vehicles (PEVs). While the residence power demand profile is known and thus can be considered inelastic, the PEVs' power demand is only…

系统与控制 · 计算机科学 2017-08-28 Y. Shi , H. D. Tuan , A. V. Savkin , T. Q. Duong , H. V. Poor

Energy management of plug-in Hybrid Electric Vehicles (HEVs) has different challenges from non-plug-in HEVs, due to bigger batteries and grid recharging. Instead of tackling it to pursue energetic efficiency, an approach minimizing the…

系统与控制 · 计算机科学 2015-10-27 Simone Formentin , Jacopo Guanetti , Sergio M. Savaresi
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