Design of dark-colored acrylic coatings for increased LiDAR detection in autonomous vehicles

IF 6.5 2区 材料科学 Q1 CHEMISTRY, APPLIED Progress in Organic Coatings Pub Date : 2024-08-26 DOI:10.1016/j.porgcoat.2024.108756
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Abstract

Light Detection and Ranging (LiDAR) is the major sensor for autonomous vehicles. It emits near-infrared (NIR) pulsed light at 905 nm and detects the reflected portion of this light from the surrounding objects. Location and surface determination of the surrounding objects is performed using the time-of-flight (the elapsed time from launch of a pulsed beam to detection of the reflected returned beam). Solvent borne acrylic paints gained wide currency for the exterior automotive coatings over the years and topcoats with conventional dark-colored pigment dispersions exhibit low reflectivity in the NIR region. The formulation of innovative topcoats with high reflectivity in this region is an urgent task for leading paint manufacturers. In this study, pigment dispersions to be incorporated in LiDAR-detectable solvent borne acrylic automotive topcoats were designed considering the surface charges of individual pigment particles for dispersant selection. Stability of designed dispersions was demonstrated and color matching studies were realized. Three dark colors encoded RAL 9011 (Graphite black), RAL 5017 (Traffic blue), and RAL 5015 (Sky blue) from the RAL 841-GL color chart were formulated as acrylic topcoats with NIR reflective pigments. Based on the surface properties of the dry films, such as gloss, haze and distinctness of image, a significant increase in LiDAR detection was achieved for each color. The results affirmed the potential use of the developed formulations as end-product paints for coating the exterior surfaces of autonomous vehicles.

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设计深色丙烯酸涂层,提高自动驾驶汽车的激光雷达探测能力
光探测与测距(LiDAR)是自动驾驶汽车的主要传感器。它发射波长为 905 纳米的近红外(NIR)脉冲光,并检测周围物体对该光的反射部分。利用飞行时间(从发射脉冲光束到探测反射回来的光束所经过的时间)确定周围物体的位置和表面。多年来,溶剂型丙烯酸涂料在汽车外墙涂料中得到了广泛应用,而使用传统深色颜料分散体的面漆在近红外区域的反射率较低。对于领先的涂料生产商来说,配制在该区域具有高反射率的创新面漆是一项紧迫任务。在本研究中,考虑到分散剂选择时单个颜料颗粒的表面电荷,设计了用于可探测激光雷达的溶剂型丙烯酸汽车面漆的颜料分散体。实验证明了所设计分散体的稳定性,并进行了配色研究。将 RAL 841-GL 颜色表中的三种深色编码 RAL 9011(石墨黑)、RAL 5017(交通蓝)和 RAL 5015(天蓝色)配制成含有近红外反射颜料的丙烯酸面漆。根据干膜的表面特性(如光泽度、雾度和图像清晰度),每种颜色的激光雷达探测效果都有显著提高。这些结果证实了将所开发的配方作为终端产品涂料用于自动驾驶汽车外表面涂层的潜力。
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来源期刊
Progress in Organic Coatings
Progress in Organic Coatings 工程技术-材料科学:膜
CiteScore
11.40
自引率
15.20%
发文量
577
审稿时长
48 days
期刊介绍: The aim of this international journal is to analyse and publicise the progress and current state of knowledge in the field of organic coatings and related materials. The Editors and the Editorial Board members will solicit both review and research papers from academic and industrial scientists who are actively engaged in research and development or, in the case of review papers, have extensive experience in the subject to be reviewed. Unsolicited manuscripts will be accepted if they meet the journal''s requirements. The journal publishes papers dealing with such subjects as: • Chemical, physical and technological properties of organic coatings and related materials • Problems and methods of preparation, manufacture and application of these materials • Performance, testing and analysis.
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