Energy Consumption Prediction for Electric Vehicles Based on Real-World Data

Energies ◽

10.3390/en8088573 ◽

2015 ◽

Vol 8 (8) ◽

pp. 8573-8593 ◽

Author(s):

Cedric De Cauwer ◽

Joeri Van Mierlo ◽

Thierry Coosemans

Keyword(s):

Energy Consumption ◽

Electric Vehicles ◽

Real World Data ◽

Energy Consumption Prediction ◽

Consumption Prediction

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A Data-Driven Method for Energy Consumption Prediction and Energy-Efficient Routing of Electric Vehicles in Real-World Conditions

Energies ◽

10.3390/en10050608 ◽

2017 ◽

Vol 10 (5) ◽

pp. 608 ◽

Author(s):

Cedric De Cauwer ◽

Wouter Verbeke ◽

Thierry Coosemans ◽

Saphir Faid ◽

Joeri Van Mierlo

Keyword(s):

Energy Consumption ◽

Electric Vehicles ◽

Energy Efficient ◽

Data Driven ◽

Energy Efficient Routing ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Integrated multistep Markov-based velocity predictor of energy consumption prediction model for battery electric vehicles

Transportmetrica B Transport Dynamics ◽

10.1080/21680566.2020.1867664 ◽

2021 ◽

Vol 9 (1) ◽

pp. 399-414

Author(s):

Jianhua Guo ◽

Yu Jiang ◽

Cui Liu ◽

Di Zhao ◽

Yuanbin Yu

Keyword(s):

Energy Consumption ◽

Prediction Model ◽

Electric Vehicles ◽

Battery Electric Vehicles ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Usage pattern analysis of Beijing private electric vehicles based on real-world data

Energy ◽

10.1016/j.energy.2018.11.005 ◽

2019 ◽

Vol 167 ◽

pp. 1074-1085 ◽

Author(s):

Xudong Zhang ◽

Yuan Zou ◽

Jie Fan ◽

Hongwei Guo

Keyword(s):

Electric Vehicles ◽

Pattern Analysis ◽

Usage Pattern ◽

Real World Data ◽

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Energy Consumption Prediction of a Vehicle along a User-Specified Real-World Trip

World Electric Vehicle Journal ◽

10.3390/wevj5041109 ◽

2012 ◽

Vol 5 (4) ◽

pp. 1109-1120 ◽

Author(s):

Dominik Karbowski ◽

Sylvain Pagerit ◽

Andrew Calkins

Keyword(s):

Energy Consumption ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Estimating Remaining Driving Range of Electric Vehicles Using BPNN Based on Real-world Data

2020 IEEE 5th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA) ◽

10.1109/icccbda49378.2020.9095647 ◽

2020 ◽

Author(s):

Wei Zhong ◽

Kai-Sheng Huang ◽

Zhong-Liang Lu ◽

Wei-Wen Chen

Keyword(s):

Electric Vehicles ◽

Real World Data ◽

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Energy Consumption Prediction of Electric Vehicles Based on Big Data Approach

2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) ◽

10.1109/eeeic.2018.8494573 ◽

2018 ◽

Author(s):

Federica Foiadelli ◽

Michela Longo ◽

Seyedmahdi Miraftabzadeh

Keyword(s):

Big Data ◽

Energy Consumption ◽

Electric Vehicles ◽

Energy Consumption Prediction ◽

Consumption Prediction

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A Unified Approach for Electric Vehicles Range Maximization via Eco-Routing, Eco-Driving, and Energy Consumption Prediction

IEEE Transactions on Intelligent Vehicles ◽

10.1109/tiv.2018.2873922 ◽

2018 ◽

Vol 3 (4) ◽

pp. 463-475 ◽

Author(s):

Laurent Thibault ◽

Giovanni De Nunzio ◽

Antonio Sciarretta

Keyword(s):

Energy Consumption ◽

Electric Vehicles ◽

Unified Approach ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Adaptive Multiresolution Energy Consumption Prediction for Electric Vehicles

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2017.2720587 ◽

2017 ◽

Vol 66 (11) ◽

pp. 10515-10525 ◽

Author(s):

Zonggen Yi ◽

Peter H. Bauer

Keyword(s):

Energy Consumption ◽

Electric Vehicles ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Energy consumption of an electric and an internal combustion passenger car. A comparative case study from real world data on the Erfurt circuit in Germany

Transportation Research Procedia ◽

10.1016/j.trpro.2017.12.044 ◽

2017 ◽

Vol 27 ◽

pp. 468-475 ◽

Author(s):

Andreas Braun ◽

Wolfgang Rid

Keyword(s):

Energy Consumption ◽

Internal Combustion ◽

Comparative Case Study ◽

Real World Data ◽

Passenger Car ◽

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Continual Refoircement Learning Using Real-World Data for Intelligent Prediction of SOC Consumption in Electric Vehicles

IEEE Latin America Transactions ◽

10.1109/tla.2022.9675468 ◽

2022 ◽

Vol 20 (4) ◽

pp. 624-633

Author(s):

JUAN P. ORTIZ ◽

GERMAN P. AYABACA ◽

ANGEL R. CARDENAS ◽

DIEGO CABRERA ◽

Juan D. Valladolid

Keyword(s):

Electric Vehicles ◽

Real World Data ◽

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