Influence of the Final Ratio on the Consumption of an Electric Vehicle under Conditions of Standardized Driving Cycles

Electric vehicles must improve their electric drive system efficiency and effectively use their limited energy to become a viable means of transportation. As such, these technologies have undergone substantial improvements from their initial conception. More efficient powertrains, together with impr...

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Main Authors: David Sebastian Puma-Benavides, Javier Izquierdo-Reyes, Renato Galluzzi, Juan de Dios Calderon-Najera
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/23/11474
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author David Sebastian Puma-Benavides
Javier Izquierdo-Reyes
Renato Galluzzi
Juan de Dios Calderon-Najera
author_facet David Sebastian Puma-Benavides
Javier Izquierdo-Reyes
Renato Galluzzi
Juan de Dios Calderon-Najera
author_sort David Sebastian Puma-Benavides
collection DOAJ
description Electric vehicles must improve their electric drive system efficiency and effectively use their limited energy to become a viable means of transportation. As such, these technologies have undergone substantial improvements from their initial conception. More efficient powertrains, together with improved storage technologies, have enabled more extended autonomy. However, from an engineering perspective, these systems are still a key area of research and optimization. This work presents a powertrain optimization methodology, developing energy savings and improving the performance of the electric vehicle by focusing on the differential. The proposed methodology includes a study of the dynamics of the electric vehicle and the generation of a mathematical model that represents it. By simulating the vehicle and varying the final ratio of the differential, a significant optimization for energy savings is obtained by developing a standardized driving cycle. In this case, NEDC, WLTC-2, and WLTC-3 test cycles are used. The results show that a short ratio improves performance, even if this implies a larger torque from the prime mover. Depending on the operating cycle used, an energy-saving between 3% and 8% was registered. An extended energy autonomy and an increment in the life-cycle of the batteries are expected in real driving scenarios.
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spelling doaj.art-9b528dd8ad084cda8ce2516d602da4eb2023-11-23T02:08:48ZengMDPI AGApplied Sciences2076-34172021-12-0111231147410.3390/app112311474Influence of the Final Ratio on the Consumption of an Electric Vehicle under Conditions of Standardized Driving CyclesDavid Sebastian Puma-Benavides0Javier Izquierdo-Reyes1Renato Galluzzi2Juan de Dios Calderon-Najera3School of Engineering and Sciences, Tecnologico de Monterrey, Toluca de Lerdo 50110, MexicoSchool of Engineering and Sciences, Tecnologico de Monterrey, Mexico City 14380, MexicoSchool of Engineering and Sciences, Tecnologico de Monterrey, Mexico City 14380, MexicoSchool of Engineering and Sciences, Tecnologico de Monterrey, Toluca de Lerdo 50110, MexicoElectric vehicles must improve their electric drive system efficiency and effectively use their limited energy to become a viable means of transportation. As such, these technologies have undergone substantial improvements from their initial conception. More efficient powertrains, together with improved storage technologies, have enabled more extended autonomy. However, from an engineering perspective, these systems are still a key area of research and optimization. This work presents a powertrain optimization methodology, developing energy savings and improving the performance of the electric vehicle by focusing on the differential. The proposed methodology includes a study of the dynamics of the electric vehicle and the generation of a mathematical model that represents it. By simulating the vehicle and varying the final ratio of the differential, a significant optimization for energy savings is obtained by developing a standardized driving cycle. In this case, NEDC, WLTC-2, and WLTC-3 test cycles are used. The results show that a short ratio improves performance, even if this implies a larger torque from the prime mover. Depending on the operating cycle used, an energy-saving between 3% and 8% was registered. An extended energy autonomy and an increment in the life-cycle of the batteries are expected in real driving scenarios.https://www.mdpi.com/2076-3417/11/23/11474energy managementfinal ratioelectric vehicledifferentialelectric vehicle testEV performance
spellingShingle David Sebastian Puma-Benavides
Javier Izquierdo-Reyes
Renato Galluzzi
Juan de Dios Calderon-Najera
Influence of the Final Ratio on the Consumption of an Electric Vehicle under Conditions of Standardized Driving Cycles
Applied Sciences
energy management
final ratio
electric vehicle
differential
electric vehicle test
EV performance
title Influence of the Final Ratio on the Consumption of an Electric Vehicle under Conditions of Standardized Driving Cycles
title_full Influence of the Final Ratio on the Consumption of an Electric Vehicle under Conditions of Standardized Driving Cycles
title_fullStr Influence of the Final Ratio on the Consumption of an Electric Vehicle under Conditions of Standardized Driving Cycles
title_full_unstemmed Influence of the Final Ratio on the Consumption of an Electric Vehicle under Conditions of Standardized Driving Cycles
title_short Influence of the Final Ratio on the Consumption of an Electric Vehicle under Conditions of Standardized Driving Cycles
title_sort influence of the final ratio on the consumption of an electric vehicle under conditions of standardized driving cycles
topic energy management
final ratio
electric vehicle
differential
electric vehicle test
EV performance
url https://www.mdpi.com/2076-3417/11/23/11474
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AT javierizquierdoreyes influenceofthefinalratioontheconsumptionofanelectricvehicleunderconditionsofstandardizeddrivingcycles
AT renatogalluzzi influenceofthefinalratioontheconsumptionofanelectricvehicleunderconditionsofstandardizeddrivingcycles
AT juandedioscalderonnajera influenceofthefinalratioontheconsumptionofanelectricvehicleunderconditionsofstandardizeddrivingcycles