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2018 | OriginalPaper | Buchkapitel

Object-Oriented Mathematical Modeling for Estimating Electric Vehicle’s Range Using Modelica

verfasst von : J. A. Dominguez-Jimenez, Javier Campillo

Erschienen in: Advances in Computing

Verlag: Springer International Publishing

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Abstract

Electric vehicles (EVs) offer a great alternative for decarbonizing the transport sector. However, insufficient recharging infrastructure and limited range increase the driver’s ‘range anxiety’. Furthermore, the autonomy information provided by vehicle manufacturers differs from the range obtained under real-driving conditions. In order to estimate the actual range of an EV under different driving profiles, accurate computational modeling is required. This paper presents a library for modeling and simulating EVs using the object-oriented modeling language Modelica that allows calculating the energy consumption and the impact of different driving behaviors on the vehicle’s driving range. Each vehicle’s model only requires generic parameters that can be obtained from the vehicle’s manufacturer’s specification sheet. The parameters of the example models have been calibrated using vehicle parameters found in the literature for several commercial vehicles.

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Fußnoten
1
Several tests were developed for estimating EV’s range with different numerical integration methods such as Euler, Runge-Kutta among others but the enhancement of the results was not significant.
 
2
The CPU Time showed in Fig. 9 only shows the time spent by the numerical solver on the simulation stage as shown in Fig. 2.
 
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Metadaten
Titel
Object-Oriented Mathematical Modeling for Estimating Electric Vehicle’s Range Using Modelica
verfasst von
J. A. Dominguez-Jimenez
Javier Campillo
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-98998-3_34