Performance Analysis of Electrical vehicle using model based approach

While the transportation industry is in the state of rapid evaluation due to Electric Vehicle (EV) technology, it is necessary to ensure its performance, efficient design, cost, safety and reliability for the known reasons. Trade of analysis can be implemented with the help of vehicle system level simulation to reduce product time to market and cost-effective design. EV performance evaluation includes Powertrain and vehicle dynamics where the source, power electronic components, HV loads are modelled and integrated. Modelling can be physics based, or data driven or characteristic based to build Reduced order model (ROM). Developed ROM is used to predict battery state of charge in real time and system performance as well. Components sizing is the key benefit of this study along with the functionality evaluation while performing the system level simulation as per the required duty cycle and vehicle loading.

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Publication Details

Published
2025-04-20
DOI
https://doi.org/10.1109/sustech63138.2025.11025575
Primary Topic
Advanced Battery Technologies Research
Type
article
Field-Weighted Citation Impact
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article

Performance Analysis of Electrical vehicle using model based approach

Grupesh Tapiawala, Hardik Prajapati
Advanced Battery Technologies Research
article

Performance Analysis of Electrical vehicle using model based approach

Grupesh Tapiawala, Hardik Prajapati
article en

Abstract

While the transportation industry is in the state of rapid evaluation due to Electric Vehicle (EV) technology, it is necessary to ensure its performance, efficient design, cost, safety and reliability for the known reasons. Trade of analysis can be implemented with the help of vehicle system level simulation to reduce product time to market and cost-effective design. EV performance evaluation includes Powertrain and vehicle dynamics where the source, power electronic components, HV loads are modelled and integrated. Modelling can be physics based, or data driven or characteristic based to build Reduced order model (ROM). Developed ROM is used to predict battery state of charge in real time and system performance as well. Components sizing is the key benefit of this study along with the functionality evaluation while performing the system level simulation as per the required duty cycle and vehicle loading.

Openalex Percentile: Top 87%
Advanced Battery Technologies Research
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