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Design and Validation of a Tool for Prognosis of the Energy Consumption and Performance in Electric Vehicles

Publication Year: 2018

Author(s): del Valle JA, Viera JC, Anseán D, Brañas C, Luque P, Mántaras DA, Pulido YF

Abstract:

This work develops a software tool to calculate and predict the energy consumption of an electric vehicle (EV) for any desired route. The software tool is based on a mathematical model of an electric vehicle, which relates the energy consumption of the vehicle with factors such as the speed and the terrain slope. In addition, factors such as driving style, weather conditions and traffic congestion can be taken into account. The model has been validated with real data from an electric vehicle. On the other hand, this work proposes a methodology to use this tool with any other EV, as long as its basic characteristics are known. The proposed test schedule can be applied to single battery units, instead to a full battery pack, so it can drastically reduce the cost of electric vehicle battery testing, besides the accuracy improvement due to the use of real, specific, power profiles. The results obtained in this work are applied in automated testing systems, specific for EV storage systems at laboratory level. The main advantage lies in the use of more realistic power profiles than those commonly used and proposed in the specialized literature (e.g., FUDS). Furthermore, the proposed methodology can be used with any EV in a variety of orographic, traffic, and climatological conditions..

Source of Publication: Transportation Research Procedia

Vol/Issue: 33: 35–42p.

DOI No.: 10.1016/j.trpro.2018.10.073

Publisher/Organisation: Elsevier Ltd.

Rights: CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)

URL:
https://www.sciencedirect.com/science/article/pii/S235214651830228X/pdf?md5=ed1babeac8162d8cf36c69641afa6fdc&pid=1-s2.0-S235214651830228X-main.pdf

Theme: Research and Development | Subtheme: Software components/ICT

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