Predicting the regional adoption of electric vehicle (EV) with comprehensive models

J Jia, B Shi, F Che, H Zhang - IEEE Access, 2020 - ieeexplore.ieee.org
… the influence of networks in electric vehicle diffusion: An agent… for regional market penetration
projections of electric vehicles … modeling, big data analysis, and travel demand forecasting. …

Regional differences in China's electric vehicle sales forecasting: Under supply-demand policy scenarios

B Liu, C Song, X Liang, M Lai, Z Yu, J Ji - Energy Policy, 2023 - Elsevier
electric vehicle (EV) market cultivation. During the EV market cultivation in different regions,
… show good applicability for EV sales forecasting. In 2027, the growth rate of China's EV …

Electric vehicle charging demand forecasting using deep learning model

Z Yi, XC Liu, R Wei, X Chen, J Dai - Journal of Intelligent …, 2022 - Taylor & Francis
… can be formulated as a sub-regional demand forecast. More specifically, a clustering …
region into a number of sub-regions, and then we forecast the charging demand in each sub-region

Demand Prediction for Electric Vehicle Sharing

M Luo, H Wen, Y Luo, B Du, K Klemmer… - arXiv preprint arXiv …, 2019 - arxiv.org
… of dynamically predicting the demand of stations. In this paper we propose a novel demand
prediction approach, which is able to model the dynamics of the system and predict demand

Electric Vehicle Participation in Regional Grid Demand Response: Potential Analysis Model and Architecture Planning

Q Wang, X Yang, X Yu, J Yun, J Zhang - Sustainability, 2023 - mdpi.com
… being connected to the regional grid. Firstly, after analyzing the influencing factors of regional
electric vehicle ownership, an electric vehicle ownership prediction model based on the …

Charging demand prediction in Beijing based on real-world electric vehicle data

J Zhang, Z Wang, EJ Miller, D Cui, P Liu… - Journal of Energy …, 2023 - Elsevier
… the arrival rates of EVs, then the M/M/s queueing theory is used to predict the CD for … CD
at a larger regional level. Another limitation of using charging records only to predict CDs is that …

Predicting electric vehicle charging demand using a heterogeneous spatio-temporal graph convolutional network

S Wang, A Chen, P Wang, C Zhuge - Transportation Research Part C …, 2023 - Elsevier
regions for spatio-temporal EV charging demand prediction; Second, we will design a
region-specific prediction … charging regions into groups and trains region-specific prediction

A physics-informed and attention-based graph learning approach for regional electric vehicle charging demand prediction

H Qu, H Kuang, Q Wang, J Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
… distribution of electric vehicle charging load demand: A case … Dai, “Electric vehicle charging
demand forecasting using … method for power demand prediction of electric vehicles based on …

Electric vehicle energy demand prediction techniques: An in-depth and critical systematic review

F Marzbnai, A Osman, MS Hassan - IEEE Access, 2023 - ieeexplore.ieee.org
… rapid prediction of electric vehicle charging outlet demand is explored in [52]. The goal of this
article is to provide an hour-ahead forecast for 20 electric vehicle … geographic regions can …

Charging demand forecasting model for electric vehicles based on online ride-hailing trip data

Q Xing, Z Chen, Z Zhang, X Huang, Z Leng, K Sun… - Ieee …, 2019 - ieeexplore.ieee.org
… Thus, Service Rate (SR) was introduced in this research, namely, the ratio of the number
of charging facilities in the region to the peak number of vehicles for charging demand. Under …