{"title":"评估在污染条件下用于自动驾驶汽车传感器信号增强的耐紫外线疏水涂层的易清洁性能","authors":"Songwei Lu, Yuejun Zhao, Edward A. P. Hellerman","doi":"10.1007/s11998-024-01059-3","DOIUrl":null,"url":null,"abstract":"<div><p>Emerging autonomous driving technology has the potential to bring revolutionary changes to our society in the coming years. One key emerging technology for enabling autonomous driving is the UV-durable easy-to-clean coatings for all sensors, including vision sensors and ranging sensors, for autonomous vehicles. UV-durable hydrophobic (UVH) coatings on sensor surfaces will provide both UV durability and easy-to-clean performances. A laboratory testbed was constructed to evaluate the easy-to-clean performance of the UV-durable hydrophobic coatings on cameras, a light detection and ranging (LiDAR) system, and a radar, under laboratory-generated fouling conditions, including light rain and heavy rain, light mud and heavy mud, fog, and bugs. Several metrics such as modulation transfer function 50 loss (MTF50<sub>loss</sub>), signal-to-noise ratio (SNR), reflectivity and the number of returned laser dots, and amplitude are used to measure the performance of sensors. The evaluation results indicate significant benefits of using UVH coatings to enhance the signal reading of sensors under inclement weather. In addition, experimental data indicated that a coating stack of UVH coatings on a sol-gel hard coat will significantly enhance UV durability. Further, UVH coatings have shown low ice adhesion, with their performance comparable to the best antiice coatings.</p></div>","PeriodicalId":619,"journal":{"name":"Journal of Coatings Technology and Research","volume":"22 4","pages":"1537 - 1555"},"PeriodicalIF":2.8000,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s11998-024-01059-3.pdf","citationCount":"0","resultStr":"{\"title\":\"Evaluating the easy-to-clean performance of UV-durable hydrophobic coatings for sensor signal enhancement of autonomous vehicles under fouling conditions\",\"authors\":\"Songwei Lu, Yuejun Zhao, Edward A. P. Hellerman\",\"doi\":\"10.1007/s11998-024-01059-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Emerging autonomous driving technology has the potential to bring revolutionary changes to our society in the coming years. One key emerging technology for enabling autonomous driving is the UV-durable easy-to-clean coatings for all sensors, including vision sensors and ranging sensors, for autonomous vehicles. UV-durable hydrophobic (UVH) coatings on sensor surfaces will provide both UV durability and easy-to-clean performances. A laboratory testbed was constructed to evaluate the easy-to-clean performance of the UV-durable hydrophobic coatings on cameras, a light detection and ranging (LiDAR) system, and a radar, under laboratory-generated fouling conditions, including light rain and heavy rain, light mud and heavy mud, fog, and bugs. Several metrics such as modulation transfer function 50 loss (MTF50<sub>loss</sub>), signal-to-noise ratio (SNR), reflectivity and the number of returned laser dots, and amplitude are used to measure the performance of sensors. The evaluation results indicate significant benefits of using UVH coatings to enhance the signal reading of sensors under inclement weather. In addition, experimental data indicated that a coating stack of UVH coatings on a sol-gel hard coat will significantly enhance UV durability. Further, UVH coatings have shown low ice adhesion, with their performance comparable to the best antiice coatings.</p></div>\",\"PeriodicalId\":619,\"journal\":{\"name\":\"Journal of Coatings Technology and Research\",\"volume\":\"22 4\",\"pages\":\"1537 - 1555\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2025-04-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://link.springer.com/content/pdf/10.1007/s11998-024-01059-3.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Coatings Technology and Research\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s11998-024-01059-3\",\"RegionNum\":4,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CHEMISTRY, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Coatings Technology and Research","FirstCategoryId":"88","ListUrlMain":"https://link.springer.com/article/10.1007/s11998-024-01059-3","RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, APPLIED","Score":null,"Total":0}
Evaluating the easy-to-clean performance of UV-durable hydrophobic coatings for sensor signal enhancement of autonomous vehicles under fouling conditions
Emerging autonomous driving technology has the potential to bring revolutionary changes to our society in the coming years. One key emerging technology for enabling autonomous driving is the UV-durable easy-to-clean coatings for all sensors, including vision sensors and ranging sensors, for autonomous vehicles. UV-durable hydrophobic (UVH) coatings on sensor surfaces will provide both UV durability and easy-to-clean performances. A laboratory testbed was constructed to evaluate the easy-to-clean performance of the UV-durable hydrophobic coatings on cameras, a light detection and ranging (LiDAR) system, and a radar, under laboratory-generated fouling conditions, including light rain and heavy rain, light mud and heavy mud, fog, and bugs. Several metrics such as modulation transfer function 50 loss (MTF50loss), signal-to-noise ratio (SNR), reflectivity and the number of returned laser dots, and amplitude are used to measure the performance of sensors. The evaluation results indicate significant benefits of using UVH coatings to enhance the signal reading of sensors under inclement weather. In addition, experimental data indicated that a coating stack of UVH coatings on a sol-gel hard coat will significantly enhance UV durability. Further, UVH coatings have shown low ice adhesion, with their performance comparable to the best antiice coatings.
期刊介绍:
Journal of Coatings Technology and Research (JCTR) is a forum for the exchange of research, experience, knowledge and ideas among those with a professional interest in the science, technology and manufacture of functional, protective and decorative coatings including paints, inks and related coatings and their raw materials, and similar topics.