A system for electric vehicle's energy-aware routing in a transportation network through real-time prediction of energy consumption

S Modi, J Bhattacharya - Complex & Intelligent Systems, 2022 - Springer
To tackle the problem of range anxiety of a driver of an electric vehicle (EV), it is necessary
to accurately estimate the power/energy consumption of EVs in real time, so that drivers can …

Energy Consumption Analysis for the Prediction of Battery Residual Energy in Electric Vehicles

K Unni, S Thale - Engineering, Technology & Applied Science Research, 2023 - etasr.com
Abstract The emergence of Electric Vehicles (EVs) is a turning point in decarbonizing the
road transport sector. In spite of the various apprehensions of the customers, such as range …

A linearized approach for the electric light commercial vehicle routing problem combined with charging station siting and power distribution network assessment

A Arias-Londoño, W Gil-González, OD Montoya - Applied Sciences, 2021 - mdpi.com
Transportation electrification has demonstrated a significant position on power utilities and
logistic companies, in terms of assets operation and management. Under this context, this …

Data-driven prediction of route-level energy use for mixed-vehicle transit fleets

A Ayman, M Wilbur, A Sivagnanam… - … on Smart Computing …, 2020 - ieeexplore.ieee.org
Due to increasing concerns about environmental impact, operating costs, and energy
security, public transit agencies are seeking to reduce their fuel use by employing electric …

Energy consumption prediction strategy for electric vehicle based on LSTM-transformer framework

Z Feng, J Zhang, H Jiang, X Yao, Y Qian, H Zhang - Energy, 2024 - Elsevier
As the market share of electric vehicles (EVs) continues to grow, driving range capability has
emerged as a primary concern for drivers, car manufacturers, and policymakers. Accurate …

Power consumption prediction for electric vehicle charging stations and forecasting income

KC Akshay, GH Grace, K Gunasekaran… - Scientific Reports, 2024 - nature.com
Electric vehicles (EVs) are the future of the automobile industry, as they produce zero
emissions and address environmental and health concerns caused by traditional fuel …

An Attention‐Based Model for Travel Energy Consumption of Electric Vehicle with Traffic Information

S Li, H Zhang, H Tan, Z Zhong… - Advances in Civil …, 2021 - Wiley Online Library
Mileage anxiety is one of the most important factors that affect the driving experience due to
the limitation of battery capacity. Robust and accurate prediction of the energy consumption …

Energy consumption prediction of electric vehicles based on big data approach

F Foiadelli, M Longo… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
An accurate prediction of the electric vehicles (EVs) energy consumption is the crucial
requirement to deliver the promise of the green energy solution for relieving the concerns …

Evaluation of smart energy management systems and novel UV-oriented solution for integration, resilience, inclusiveness and sustainability

Z Yang, L Li, H Yuan, Y Dong, K Liu… - … on universal village …, 2020 - ieeexplore.ieee.org
At present, energy has become an indispensable part of our lives. While we are enjoying the
benefits energy bring to us, we are facing challenges, such as ever-increasing energy …

Electric vehicles driving range and energy consumption investigation: A comparative study of machine learning techniques

A Amirkhani, A Haghanifar… - 2019 5th Iranian …, 2019 - ieeexplore.ieee.org
Electric vehicles are the next generation of cars which are pollutant-free, resulting in the
elimination of many environmental and healthcare problems caused by fossil-fueled …