دورية أكاديمية
Optimizing Electric Racing Car Performance through Telemetry-Integrated Battery Charging: A Response Surface Analysis Approach
| العنوان: | Optimizing Electric Racing Car Performance through Telemetry-Integrated Battery Charging: A Response Surface Analysis Approach |
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| المؤلفون: | A. F. Villa-Salazar, I. N. Gomez-Miranda, A. F. Romero-Maya, J. D. Velásquez-Gómez, K. Lemmel-Vélez |
| المصدر: | World Electric Vehicle Journal, Vol 15, Iss 7, p 317 (2024) |
| بيانات النشر: | MDPI AG, 2024. |
| سنة النشر: | 2024 |
| المجموعة: | LCC:Electrical engineering. Electronics. Nuclear engineering LCC:Transportation engineering |
| مصطلحات موضوعية: | battery bank optimization, battery management system, electric vehicles, lithium-ion batteries, response surface methods, Electrical engineering. Electronics. Nuclear engineering, TK1-9971, Transportation engineering, TA1001-1280 |
| الوصف: | The link between the world of communications and the world of racing is provided by the telemetry systems in electric racing cars. These systems send real-time data about the vehicle’s behavior and systems to enable informed decisions during the race. The objective of this research was to integrate telemetry into the battery bank of an electric racing car in order to find the optimal values of current and voltage that optimize the charging process and thus improve the performance of the vehicle in competition using Response Surface Analysis. Specifically, the telemetry system consisted of an Arduino Mega, a digital wattmeter, and temperature sensors, all installed in the vehicle. Once the telemetry data were obtained, a response surface design was fitted with current, voltage, and temperature as factors varying from low to high values, with the objective function being to minimize the battery charging time. Using the response surface methodology and the steepest descent algorithm, it was found that all factors significantly affect the charging time, with the minimum charging time being 6961 s, obtained with a current of 2.4 amps and voltages of 50.5 volts and 43.6 volts. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2032-6653 |
| Relation: | https://www.mdpi.com/2032-6653/15/7/317; https://doaj.org/toc/2032-6653 |
| DOI: | 10.3390/wevj15070317 |
| URL الوصول: | https://doaj.org/article/1d8b6a3e04604977bc22e26a9e211499 |
| رقم الأكسشن: | edsdoj.1d8b6a3e04604977bc22e26a9e211499 |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 20326653 |
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| DOI: | 10.3390/wevj15070317 |