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My bibliography Save this articleEnergy Consumption Prediction and Analysis for Electric Vehicles: A Hybrid Approach
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- František Pollák & Josef Vodák & Jakub Soviar & Peter Markovič & Gianluca Lentini & Valerio Mazzeschi & Alessandro Luè, 2021. "Promotion of Electric Mobility in the European Union—Overview of Project PROMETEUS from the Perspective of Cohesion through Synergistic Cooperation on the Example of the Catching-Up Region," Sustainability, MDPI, vol. 13(3), pages 1-26, February.
- Gaete-Morales, Carlos & Kramer, Hendrik & Schill, Wolf-Peter, 2021. "An open tool for creating battery-electric vehicle time series from empirical data, emobpy," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 8.
- Cedric De Cauwer & Wouter Verbeke & Thierry Coosemans & Saphir Faid & Joeri Van Mierlo, 2017. "A Data-Driven Method for Energy Consumption Prediction and Energy-Efficient Routing of Electric Vehicles in Real-World Conditions," Energies, MDPI, vol. 10(5), pages 1-18, May.
- Tal, Gil & Karanam, Vaishnavi Chaitanya & Favetti, Matthew P. & Sutton, Katrina May & Ogunmayin, Jade Motayo & Raghavan, Seshadri Srinivasa & Nitta, Christopher & Chakraborty, Debapriya & Davis, Adam , 2021. "Emerging Technology Zero Emission Vehicle Household Travel and Refueling Behavior," Institute of Transportation Studies, Working Paper Series qt2v0853tp, Institute of Transportation Studies, UC Davis.
- Antonello Ignazio Croce & Giuseppe Musolino & Corrado Rindone & Antonino Vitetta, 2021. "Traffic and Energy Consumption Modelling of Electric Vehicles: Parameter Updating from Floating and Probe Vehicle Data," Energies, MDPI, vol. 15(1), pages 1-20, December.
- Johannes Ritzmann & Oscar Chinellato & Richard Hutter & Christopher Onder, 2021. "Optimal Integrated Emission Management through Variable Engine Calibration," Energies, MDPI, vol. 14(22), pages 1-23, November.
- Piotr Wróblewski & Jerzy Kupiec & Wojciech Drożdż & Wojciech Lewicki & Jarosław Jaworski, 2021. "The Economic Aspect of Using Different Plug-In Hybrid Driving Techniques in Urban Conditions," Energies, MDPI, vol. 14(12), pages 1-17, June.
- Abdullah Dik & Siddig Omer & Rabah Boukhanouf, 2022. "Electric Vehicles: V2G for Rapid, Safe, and Green EV Penetration," Energies, MDPI, vol. 15(3), pages 1-26, January.
- Fiori, Chiara & Ahn, Kyoungho & Rakha, Hesham A., 2016. "Power-based electric vehicle energy consumption model: Model development and validation," Applied Energy, Elsevier, vol. 168(C), pages 257-268.
- Emilia M. Szumska & Rafał S. Jurecki, 2021. "Parameters Influencing on Electric Vehicle Range," Energies, MDPI, vol. 14(16), pages 1-23, August.
- Cedric De Cauwer & Joeri Van Mierlo & Thierry Coosemans, 2015. "Energy Consumption Prediction for Electric Vehicles Based on Real-World Data," Energies, MDPI, vol. 8(8), pages 1-21, August.
- Kamile Petrauskiene & Jolanta Dvarioniene & Giedrius Kaveckis & Daina Kliaugaite & Julie Chenadec & Leonie Hehn & Berta Pérez & Claudio Bordi & Giorgio Scavino & Andrea Vignoli & Michael Erman, 2020. "Situation Analysis of Policies for Electric Mobility Development: Experience from Five European Regions," Sustainability, MDPI, vol. 12(7), pages 1-21, April.
- Brady, John & O’Mahony, Margaret, 2016. "Development of a driving cycle to evaluate the energy economy of electric vehicles in urban areas," Applied Energy, Elsevier, vol. 177(C), pages 165-178.
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- Vasyl Mateichyk & Nataliia Kostian & Miroslaw Smieszek & Igor Gritsuk & Valerii Verbovskyi, 2023. "Review of Methods for Evaluating the Energy Efficiency of Vehicles with Conventional and Alternative Power Plants," Energies, MDPI, vol. 16(17), pages 1-25, August.
- Klemen Deželak & Klemen Sredenšek & Sebastijan Seme, 2023. "Energy Consumption and Grid Interaction Analysis of Electric Vehicles Based on Particle Swarm Optimisation Method," Energies, MDPI, vol. 16(14), pages 1-15, July.
- Maksymilian Mądziel & Tiziana Campisi, 2023. "Energy Consumption of Electric Vehicles: Analysis of Selected Parameters Based on Created Database," Energies, MDPI, vol. 16(3), pages 1-18, February.
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Keywords
range anxiety; hybrid approach; synthetic dataset; real-world data; instantaneous regenerative braking power;All these keywords.
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