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Short term load forecasts will play a key role in the implementation of smart electricity grids. They are required to optimise a wide range of potential network solutions on the low voltage (LV) grid, including integrating low carbon…

应用统计 · 统计学 2019-10-17 Stephen Haben , Georgios Giasemidis , Florian Ziel , Siddharth Arora

The North American commercial electric vehicle (EV) sector is undergoing rapid expansion, with unit sales rising from 21,120 in 2022 to 36,491 in 2023 - a 73% increase, according to the International Energy Agency. However, this…

系统与控制 · 电气工程与系统科学 2025-12-19 Soham Ghosh , Arpit Bohra , Karthik Saikumar

Electric vehicle (EV) charging patterns are highly uncertain in both location, time, and duration particularly in association with the predicted high demand for electric mobility in the future. An EV can be charged at home, at charging…

最优化与控制 · 数学 2022-04-06 Leila Hajibabai , Amir Mirheli

The widespread diffusion of electric mobility requires a contextual expansion of the charging infrastructure. An extended collection and processing of information regarding charging of electric vehicles may turn each electric vehicle…

机器学习 · 计算机科学 2021-04-27 Francesca Soldan , Enea Bionda , Giuseppe Mauri , Silvia Celaschi

Advantages of electric vehicles (EV) include reduction of greenhouse gas and other emissions, energy security, and fuel economy. The societal benefits of large-scale adoption of EVs cannot be realized without adequate deployment of publicly…

最优化与控制 · 数学 2017-01-25 Sina Faridimehr , Saravanan Venkatachalam , Ratna Babu Chinnam

Large scale integration of distributed energy resources and electric vehicles in a transactive energy environment present new challenges in terms of voltage stability and fluctuations in a power distribution system. The impact of different…

系统与控制 · 电气工程与系统科学 2021-04-30 Sai Munikoti , Kumarsinh Jhala , Kexing Lai , Balasubramaniam Natarajan

Recent proliferation of electric vehicle (EV) charging events has brought prominent stress over power grid operation. Due to the stochastic and volatile EV charging behaviors, the induced charging loads are extremely uncertain, posing…

系统与控制 · 电气工程与系统科学 2024-01-31 Siyang Li , Hui Xiong , Yize Chen

To help systematically lower anthropogenic Greenhouse gas (GHG) emissions, accurate and precise GHG emission prediction models have become a key focus of the climate research. The appeal is that the predictive models will inform…

计量经济学 · 经济学 2022-06-22 S. Roderick Zhang , Bilal Farooq

Rapid progress in machine learning and deep learning has enabled a wide range of applications in the electricity load forecasting of power systems, for instance, univariate and multivariate short-term load forecasting. Though the strong…

机器学习 · 计算机科学 2024-02-20 Yuqi Jiang , Yan Li , 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

Carbon matching aims to improve corporate carbon accounting by tracking emissions rather than energy consumption and production. We present a mathematical derivation of carbon matching using marginal emission rates, where the unit of…

最优化与控制 · 数学 2025-11-26 Nikky Avila , Hank He , Reza Rastegar , Jamie Tolan , Tobias Tiecke , Brian White

The growth of Electric Vehicles (EVs) creates a conflict in vehicle-to-building (V2B) settings between building operators, who face high energy costs from uncoordinated charging, and drivers, who prioritize convenience and a full charge. To…

多智能体系统 · 计算机科学 2026-02-18 Rishav Sen , Fangqi Liu , Jose Paolo Talusan , Ava Pettet , Yoshinori Suzue , Mark Bailey , Ayan Mukhopadhyay , Abhishek Dubey

The adoption of electric vehicles (EVs), including electric taxis and buses, as a mode of transportation, is rapidly increasing in cities. In addition to providing economic and environmental benefits, these fleets can potentially…

最优化与控制 · 数学 2023-11-21 Mostafa Mohammadian , Constance Crozier , Kyri Baker

Rapid growth in electric-vehicle (EV) charging demand is placing increasing stress on distribution power networks (DPNs), whose hosting capacity is often limited and spatially uneven. Beyond demonstrating that coordination can help, this…

系统与控制 · 电气工程与系统科学 2026-04-15 Yi Ju , Lunlong Li , Jingchun Wang , Scott Moura

Electrified roadways (ERs) equipped with the dynamic wireless power transfer (DWPT) technology can achieve longer driving range and reduce on-board battery requirements for electric vehicles (EVs). Due to the spatial arrangement of…

系统与控制 · 电气工程与系统科学 2025-11-27 Ashutossh Gupta , Vassilis Kekatos , Dionysios Aliprantis , Steve Pekarek

The transition to the zero-carbon power system is underway accelerating recently. Hydrogen energy and electric vehicles (EVs) are promising solutions on the supply and demand sides. This paper presents a novel architecture that includes…

系统与控制 · 电气工程与系统科学 2021-03-24 Teng Long , Qing-Shan Jia

The amount of sun cast on roads and parking lots determines the charging opportunities for solar vehicles and impacts the efficiency of conventional vehicles. Estimates of solar energy potential on urban surfaces to assess parking and…

其他计算机科学 · 计算机科学 2020-12-29 Vishnu Mahesh Vivek Nanda , Laura Tateosian , Perver Baran

Decarbonizing long-haul freight requires large-scale deployment of high-power charging infrastructure. This paper studies a multi-period charging station location problem that determines where and when to deploy charging capacity for…

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…

About 26% of total U.S. energy consumption is used in the transportation sector. Conventional vehicles use fuels such as gasoline, emit harmful gases, and have adverse effects on the environment. Electric vehicles (EVs) provide an…

系统与控制 · 电气工程与系统科学 2021-07-27 Afshin Ghassemi , Laura Soares , Hao Wang , Zhimin Xi
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