Energy Impact and Aerodynamic Analysis of LiDARs in Autonomous Electric Cars

Daniel Altamirano-Pena, Luis A. Curiel-Ramirez, J. Izquierdo-Reyes, Rogeho Bustamante-Bello
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Abstract

Autonomous driving has been a subject of study for car manufacturers in recent years, with major improvements being made at a fast pace. One of the main concerns of self-driven cars interacting with humans in the streets is safety. How safely a car can navigate has been proven to greatly improve using sensor fusion, which allows it to approach different angles and assist the system to better understand the environment. The trend in this specific industry is shifting towards electric vehicles. Due to the nature of batteries, the current technological advancements and practicality, it is important to optimize the systems and analyze power consumption, as to not decrease the car’s range significantly. The purpose of this paper is to analyze the energy impact on the system when adding LiDAR sensors to an electric car. The energy demand will be determined by the electrical requirements of the sensors, together with the aerodynamics changes in the different configurations, and will be measured in Watts. After designing, building, and testing three different configurations, and comparing them to the control sample, a proposed model will be presented. The proposed model will take into consideration not only the power demand on the system, but the practicality, obtained by the analysis of the Field of View (FOV) it can offer.
自动驾驶电动汽车激光雷达能量影响及气动分析
近年来,自动驾驶一直是汽车制造商研究的一个主题,并迅速取得了重大进展。自动驾驶汽车在街道上与人类互动的主要问题之一是安全。利用传感器融合技术,汽车行驶的安全性已经得到了极大的提高,这使得汽车可以接近不同的角度,并帮助系统更好地了解环境。这个特定行业的趋势正在转向电动汽车。由于电池的性质,当前的技术进步和实用性,优化系统和分析功耗是很重要的,以不显着降低汽车的范围。本文的目的是分析在电动汽车上增加激光雷达传感器对系统的能量影响。能量需求将取决于传感器的电气需求,以及不同配置下的空气动力学变化,并将以瓦为单位进行测量。在设计、构建和测试三种不同的配置,并将它们与控制样本进行比较后,将提出一个建议模型。所提出的模型不仅考虑了系统的功率需求,而且还考虑了它所能提供的视场(FOV)分析的实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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