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This study proposes the first demand-driven, multi-objective planning model for optimizing city-scale capacity allocation of EV charging infrastructure. The model employs a bottom-up approach to estimate charging demand differentiated by…

物理与社会 · 物理学 2025-12-02 Hong Yuan , Minda Ma , Nan Zhou , Yanqiao Deng , Junhong Liu , Shufan Zhang , Zhili Ma

For electrifying the transportation sector, deploying a strategically planned and efficient charging infrastructure is essential. This paper presents a two-phase approach for electric vehicle (EV) charger deployment that integrates spatial…

系统与控制 · 电气工程与系统科学 2025-09-30 Harshal D. Kaushik , Jingbo Wang , Roshni Anna Jacob , Jie Zhang

Plug-in electric vehicles (PEVs) can contribute to energy and environmental challenges. Among different types of PEVs, plug-in hybrid electric taxis (PHETs) go in advance. In this study, we provide a spatial and temporal PHET charging…

最优化与控制 · 数学 2017-08-03 Huimiao Chen , Yinghao Jia , Zechun Hu , Guanglei Wu , Zuo-Jun Max Shen

The growth in Electric Vehicle (EV) market share is expected to increase power demand on distribution networks. Uncoordinated residential EV charging, based on driving routines, creates peak demand at various zone substations depending on…

最优化与控制 · 数学 2025-07-18 Xian-Long Lee , Adel N. Toosi , Peter Pudney , Ian McLeod , Muhammad Aamir Cheema , Hao Wang

The rise of renewables coincides with the shift towards Electrical Vehicles (EVs) posing technical and operational challenges for the energy balance of the local grid. Nowadays, the energy grid cannot deal with a spike in EVs usage leading…

人工智能 · 计算机科学 2023-11-27 Cristina Bianca Pop , Tudor Cioara , Viorica Chifu , Ionut Anghel , Francesco Bellesini

This study proposes a bi-level optimization program to represent the electric vehicle (EV) charging infrastructure design and utilization management problem with user-equilibrium (UE) decisions. The upper level aims to minimize total…

最优化与控制 · 数学 2021-05-25 Amir Mirheli , Leila Hajibabai

This paper proposes a two-stage optimization framework to evaluate whether cost-optimal electric vehicle (EV) charging infrastructure translates into effective operation under distribution grid constraints. The proposed approach explicitly…

系统与控制 · 电气工程与系统科学 2026-04-14 Biswarup Mukherjee

In order to foster electric vehicle (EV) adoption, there is a strong need for designing and developing charging stations that can accommodate different customer classes, distinguished by their charging preferences, needs, and technologies.…

最优化与控制 · 数学 2015-02-06 Islam Safak Bayram , Ali Tajer , Mohamed Abdallah , Khalid Qaraqe

The shift towards electric vehicles (EVs) is crucial for establishing sustainable and low-emission urban transportation systems. However, the success of this transition depends on the strategic placement of the charging infrastructure. This…

系统与控制 · 电气工程与系统科学 2025-08-11 Tony Kinchen , Panagiotis Typaldos , Andreas A. Malikopoulos

Although electric vehicles (EVs) are scaling rapidly, city-scale evidence on real-world operational energy use and carbon dioxide (CO2) emissions from EVs remains limited. Using Shanghai as a case study, this study develops a bottom-up…

物理与社会 · 物理学 2026-05-29 Shuhan Ge , Yanqiao Deng , Minda Ma

The advent of vehicle autonomy, connectivity and electric powertrains is expected to enable the deployment of Autonomous Mobility-on-Demand systems. Crucially, the routing and charging activities of these fleets are impacted by the design…

系统与控制 · 电气工程与系统科学 2022-11-23 Fabio Paparella , Karni Chauhan , Theo Hofman , Mauro Salazar

We study electric vehicle (EV) fleet and charging infrastructure planning in a spatial setting. With customer requests arriving continuously at rate $\lambda$ throughout the day, we determine the minimum number of vehicles and chargers for…

最优化与控制 · 数学 2025-09-19 Sushil Mahavir Varma , Francisco Castro , Siva Theja Maguluri

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

Along with the proliferation of electric vehicles (EVs), optimizing the use of EV charging space can significantly alleviate the growing load on intelligent transportation systems. As the foundation to achieve such an optimization, a…

机器学习 · 计算机科学 2024-10-28 Haohao Qu , Haoxuan Kuang , Jun Li , Linlin You

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 rapid rise of electric vehicles (EVs) places unprecedented stress on both urban mobility systems and low-voltage power grids. Designing battery swapping and charging networks that are cost-efficient, grid-compatible, and sustainable is…

最优化与控制 · 数学 2025-11-19 Wenqing Ai , Hanyu Cheng , Wei Qi

Electric vehicles (EVs) have emerged as a pivotal solution to reduce greenhouse gas emissions paving a pathway to net zero. As the adoption of EVs continues to grow, countries are proactively formulating systematic plans for nationwide…

最优化与控制 · 数学 2025-07-24 Jinhao Li , Arlena Chew , Hao Wang

With the growing electric vehicles (EVs) charging demand, urban planners face the challenges of providing charging infrastructure at optimal locations. For example, range anxiety during long-distance travel and the inadequate distribution…

人工智能 · 计算机科学 2025-04-21 Lihuan Li , Du Yin , Hao Xue , David Lillo-Trynes , Flora Salim

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 vehicle charging demand prediction is important for vacant charging pile recommendation and charging infrastructure planning, thus facilitating vehicle electrification and green energy development. The performance of previous…

机器学习 · 计算机科学 2024-11-28 Haoxuan Kuang , Kunxiang Deng , Linlin You , Jun Li
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