{"title":"基于无人机的大气边界层风和粒子同步测量系统的研制","authors":"Xiaofei Zhang, Biaosheng Luo, Yixun Liu, Jiaqi Li, Tingwei Liang, Jiarong Hong, Cheng Li","doi":"10.1007/s00348-025-04064-3","DOIUrl":null,"url":null,"abstract":"<div><p>This study introduces a novel UAV-based platform for simultaneous wind and particle measurements within the atmospheric boundary layer. By integrating a full-scale sonic anemometer with a multi-resolution digital in-line holography (MRDIH) system, the UAV system captures three-dimensional wind vectors and particle size distributions—ranging from micrometer-scale aerosols to millimeter-sized particles—in real time. A customized hexacopter, equipped with GNSS/RTK/IMU navigation and flight control, enables synchronized data acquisition under varying flight conditions. To ensure accuracy, both time-domain and frequency-domain correction methods are employed to compensate for rotor-induced disturbances, yielding wind measurements that align closely with those from a fixed reference anemometer. Field campaigns validate the system’s ability to resolve turbulence statistics, such as energy spectra and dissipation rates, while DIH measurements demonstrate robust particle sizing in both near-surface and elevated cloud environments. The resulting data provide new insights into wind-particle interactions, including droplet dynamics within clouds and the turbulence-driven particle dispersion. Overall, this UAV platform addresses critical gaps in atmospheric measurements and can be readily adapted for diverse applications, including wind energy site assessment, air-quality monitoring, and fundamental research in dispersed multiphase flows. Future efforts will extend its operational envelope to extreme conditions and integrate refined data-assimilation techniques to further enhance measurement fidelity.</p></div>","PeriodicalId":554,"journal":{"name":"Experiments in Fluids","volume":"66 7","pages":""},"PeriodicalIF":2.5000,"publicationDate":"2025-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Development of UAV-based system for simultaneous wind and particle measurements in the atmospheric boundary layer\",\"authors\":\"Xiaofei Zhang, Biaosheng Luo, Yixun Liu, Jiaqi Li, Tingwei Liang, Jiarong Hong, Cheng Li\",\"doi\":\"10.1007/s00348-025-04064-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>This study introduces a novel UAV-based platform for simultaneous wind and particle measurements within the atmospheric boundary layer. By integrating a full-scale sonic anemometer with a multi-resolution digital in-line holography (MRDIH) system, the UAV system captures three-dimensional wind vectors and particle size distributions—ranging from micrometer-scale aerosols to millimeter-sized particles—in real time. A customized hexacopter, equipped with GNSS/RTK/IMU navigation and flight control, enables synchronized data acquisition under varying flight conditions. To ensure accuracy, both time-domain and frequency-domain correction methods are employed to compensate for rotor-induced disturbances, yielding wind measurements that align closely with those from a fixed reference anemometer. Field campaigns validate the system’s ability to resolve turbulence statistics, such as energy spectra and dissipation rates, while DIH measurements demonstrate robust particle sizing in both near-surface and elevated cloud environments. The resulting data provide new insights into wind-particle interactions, including droplet dynamics within clouds and the turbulence-driven particle dispersion. Overall, this UAV platform addresses critical gaps in atmospheric measurements and can be readily adapted for diverse applications, including wind energy site assessment, air-quality monitoring, and fundamental research in dispersed multiphase flows. Future efforts will extend its operational envelope to extreme conditions and integrate refined data-assimilation techniques to further enhance measurement fidelity.</p></div>\",\"PeriodicalId\":554,\"journal\":{\"name\":\"Experiments in Fluids\",\"volume\":\"66 7\",\"pages\":\"\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2025-06-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Experiments in Fluids\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s00348-025-04064-3\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, MECHANICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Experiments in Fluids","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s00348-025-04064-3","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, MECHANICAL","Score":null,"Total":0}
Development of UAV-based system for simultaneous wind and particle measurements in the atmospheric boundary layer
This study introduces a novel UAV-based platform for simultaneous wind and particle measurements within the atmospheric boundary layer. By integrating a full-scale sonic anemometer with a multi-resolution digital in-line holography (MRDIH) system, the UAV system captures three-dimensional wind vectors and particle size distributions—ranging from micrometer-scale aerosols to millimeter-sized particles—in real time. A customized hexacopter, equipped with GNSS/RTK/IMU navigation and flight control, enables synchronized data acquisition under varying flight conditions. To ensure accuracy, both time-domain and frequency-domain correction methods are employed to compensate for rotor-induced disturbances, yielding wind measurements that align closely with those from a fixed reference anemometer. Field campaigns validate the system’s ability to resolve turbulence statistics, such as energy spectra and dissipation rates, while DIH measurements demonstrate robust particle sizing in both near-surface and elevated cloud environments. The resulting data provide new insights into wind-particle interactions, including droplet dynamics within clouds and the turbulence-driven particle dispersion. Overall, this UAV platform addresses critical gaps in atmospheric measurements and can be readily adapted for diverse applications, including wind energy site assessment, air-quality monitoring, and fundamental research in dispersed multiphase flows. Future efforts will extend its operational envelope to extreme conditions and integrate refined data-assimilation techniques to further enhance measurement fidelity.
期刊介绍:
Experiments in Fluids examines the advancement, extension, and improvement of new techniques of flow measurement. The journal also publishes contributions that employ existing experimental techniques to gain an understanding of the underlying flow physics in the areas of turbulence, aerodynamics, hydrodynamics, convective heat transfer, combustion, turbomachinery, multi-phase flows, and chemical, biological and geological flows. In addition, readers will find papers that report on investigations combining experimental and analytical/numerical approaches.