An Efficient GPS Algorithm for Maximizing Electric Vehicle Range

被引:1
作者
Aboelsoud, Karim [1 ]
Diab, Hatem Y. [1 ]
Abdelsalam, Mahmoud [1 ]
Hegaze, Moutaz M. [2 ]
机构
[1] Arab Acad Sci Technol & Maritime Transport AASTMT, Dept Elect Energy Engn, Collage Engn & Technol, Smart Village Campus, Giza 12577, Egypt
[2] Arab Acad Sci Technol & Maritime Transport AASTMT, Basic & Appl Sci Dept, Coll Engn & Technol, Giza 12577, Egypt
来源
APPLIED SCIENCES-BASEL | 2024年 / 14卷 / 11期
关键词
electric vehicles; optimum route planning; energy management; energy consumption calculation; wind speed; electric vehicle model;
D O I
10.3390/app14114858
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Although the main purpose of conventional geographical positioning systems (GPSs) is to determine either the fastest path or the shortest distance to a destination, this function may not be enough for electric vehicles (EVs). This is simply because the fastest/shortest path may consume relatively higher energy when compared to other paths depending on the nature, speed limit, and topography of the road. This means that the driving range of the EV per charge decreases dramatically. This paper aims to develop a new algorithm and model dedicated for EV GPS which not only selects shortest/fastest routes, but also focuses on the most energy efficient route. This is achieved by considering many factors including aerodynamics, wind speed, topology of roads, with a clear objective of reducing the energy consumed from the battery. A MATLAB Simulink model is developed and validated with real-life case studies to ensure the results are realistic and accurate.
引用
收藏
页数:22
相关论文
共 49 条
  • [1] [Anonymous], E-NV200: Electric Motor and Battery
  • [2] [Anonymous], Rivian r1t Aerodynamics-Is the Claimed Drag Coefficient of 0.30 Correct
  • [3] [Anonymous], 2014, BMW I3 Technical Data
  • [4] [Anonymous], Egypt's Top 10 Roads: Exploring the National Roads Project
  • [5] [Anonymous], 2023, SIXT Rent a Car Magazine24 February
  • [6] [Anonymous], Live Wind Map and Wind Forecast-Windy.app
  • [7] [Anonymous], Interior PMSM MATLAB & Simulink
  • [8] Asghari A., 2021, IEEE Access, V9, P20615
  • [9] BloombergNEF (BNEF), 2022, BNEF Electric Vehicle Outlook 2022
  • [10] Bosch R., 2013, Automotive Handbook