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

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

Energies ◽

10.3390/en8088573 ◽

2015 ◽

Vol 8 (8) ◽

pp. 8573-8593 ◽

Cited By ~ 86

Author(s):

Cedric De Cauwer ◽

Joeri Van Mierlo ◽

Thierry Coosemans

Keyword(s):

Energy Consumption ◽

Electric Vehicles ◽

Real World ◽

Real World Data ◽

World Data ◽

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 ◽

A review of data-driven building energy consumption prediction studies

Renewable and Sustainable Energy Reviews ◽

10.1016/j.rser.2017.04.095 ◽

2018 ◽

Vol 81 ◽

pp. 1192-1205 ◽

Cited By ~ 323

Author(s):

Kadir Amasyali ◽

Nora M. El-Gohary

Keyword(s):

Energy Consumption ◽

Building Energy ◽

Data Driven ◽

Building Energy Consumption ◽

Hybrid approach for energy consumption prediction: coupling data-driven and physical approaches

Energy and Buildings ◽

10.1016/j.enbuild.2021.111758 ◽

2021 ◽

pp. 111758

Author(s):

Kadir Amasyali ◽

Nora El-Gohary

Keyword(s):

Energy Consumption ◽

Hybrid Approach ◽

Data Driven ◽

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 ◽

Cited By ~ 9

Author(s):

Dominik Karbowski ◽

Sylvain Pagerit ◽

Andrew Calkins

Keyword(s):

Energy Consumption ◽

Real World ◽

Data driven modeling for energy consumption prediction in smart buildings

2017 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata.2017.8258499 ◽

2017 ◽

Cited By ~ 2

Author(s):

Aurora Gonzalez-Vidal ◽

Alfonso P. Ramallo-Gonzalez ◽

Fernando Terroso-Saenz ◽

Antonio Skarmeta

Keyword(s):

Energy Consumption ◽

Data Driven ◽

Smart Buildings ◽

Data Driven Modeling ◽

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

Energy Consumption Prediction of Electric Vehicles Based on Big Data Approach

10.1109/eeeic.2018.8494573 ◽

2018 ◽

Cited By ~ 4

Author(s):

Federica Foiadelli ◽

Michela Longo ◽

Seyedmahdi Miraftabzadeh

Keyword(s):

Big Data ◽

Energy Consumption ◽

Electric Vehicles ◽

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 ◽

Cited By ~ 10

Author(s):

Laurent Thibault ◽

Giovanni De Nunzio ◽

Antonio Sciarretta

Keyword(s):

Energy Consumption ◽

Electric Vehicles ◽

Unified Approach ◽

Auto-tuning method for data-driven models in building energy consumption prediction: a case of cooling load prediction

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/609/5/052031 ◽

2019 ◽

Vol 609 ◽

pp. 052031

Author(s):

Xuyuan Kang ◽

Da Yan ◽

Yuan Jin ◽

Hongsan Sun

Keyword(s):

Energy Consumption ◽

Building Energy ◽

Data Driven ◽

Cooling Load ◽

Building Energy Consumption ◽

Load Prediction ◽

Tuning Method ◽

Auto Tuning ◽

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 ◽

Cited By ~ 15

Author(s):

Zonggen Yi ◽

Peter H. Bauer

Keyword(s):

Energy Consumption ◽

Electric Vehicles ◽