Predictive machine learning in optimizing the performance of electric vehicle batteries: Techniques, challenges, and solutions
Sign Up to like & getrecommendations! Published in 2024 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1539
Abstract: This research paper explores the importance of optimizing the performance of electric vehicle (EV) batteries to align with the rapid growth in EV usage. It uses predictive machine learning (ML) techniques to achieve this optimization.… read more here.
Keywords: electric vehicle; optimizing performance; performance; performance electric ... See more keywords
A Numerical Analysis on Ducted Ahmed Model as a New Approach to Improve Aerodynamic Performance of Electric Vehicle
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Automotive Technology"
DOI: 10.1007/s12239-021-0028-0
Abstract: Aerodynamic performance of a road vehicle has significant impact on energy efficiency, especially at high speed. Finding all possible ways to reduce aerodynamic drag has paramount importance on the development process of the vehicle. The… read more here.
Keywords: vehicle; performance electric; aerodynamic performance; model ... See more keywords
Energy storage performance of electric double layer capacitors with gradient porosity electrodes
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Electroanalytical Chemistry"
DOI: 10.1016/j.jelechem.2021.115221
Abstract: Abstract The variations of porosity in porous electrode influence the performance of electric double layer capacitor (EDLC) greatly. Four kinds of novel porous electrode structure, i.e. linear increasing porosity, linear decreasing porosity, stepwise increasing porosity,… read more here.
Keywords: performance electric; performance; double layer; porosity ... See more keywords
Challenges and Opportunities of Very Light High-Performance Electric Drives for Aviation
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DOI: 10.3390/en11020344
Abstract: The demand for alternative fueling methods to reduce the need for fossil fuels is not limited to the electrification of ground vehicles. More-electric and all-electric aircraft pose challenges, with extensive requirements in terms of power… read more here.
Keywords: electrical machines; performance electric; electric drives; high performance ... See more keywords
A Model-Driven Approach for Estimating the Energy Performance of an Electric Vehicle Used as a Taxi in an Intermediate Andean City
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DOI: 10.3390/en17236053
Abstract: Regarding the decision to opt for vehicles with electric propulsion systems to achieve a sustainable future, much research has focused on the electrification of passenger cars, since this class of vehicles is the largest contributor… read more here.
Keywords: vehicle; energy; performance; performance electric ... See more keywords
Integrated Charger-Inverter for High-Performance Electric Motorcycles
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DOI: 10.3390/wevj12010019
Abstract: A high-performance electric motorcycle (HPEM) integrated charger-inverter (ICI) with an induction motor (IM) is proposed in this article. Typical components are shared in drive and charge modes, resulting in savings of weight, volume, and cost.… read more here.
Keywords: performance electric; charger inverter; integrated charger; charger ... See more keywords