{"title":"恶劣环境下飞行:防雨量化系统与控制策略","authors":"Kexin Guo;Yuhang Liu;Jindou Jia;Zihan Yang;Sicheng Zhou;Xiang Yu;Lei Guo","doi":"10.1109/TIE.2025.3546251","DOIUrl":null,"url":null,"abstract":"This article presents an anti-rain quantification system and control strategy for unmanned aerial vehicles (UAVs). Rain disturbance effect on a platform is quantitatively analyzed first based on the characteristics of raindrops, contributing to the establishment of rain disturbance model. Thereafter, a refined UAV dynamics considering rain disturbance is provided for design of the control strategy. Subsequently, a rain speed observer (RSO) within the translational loop and a fixed-time sliding mode observer (SMO) within the rotational loop are developed to deal with force and torque disturbances caused by raindrops, respectively. Further, a quantification system containing a rainmaker is designed to mimic the natural rain like moderate rain, heavy rain, and violent rain at a specific rainfall rate. Based on the quantification system and a designed waterproof UAV, real flight experiments are carried out to demonstrate the effectiveness of the proposed system and control strategy under rain disturbance.","PeriodicalId":13402,"journal":{"name":"IEEE Transactions on Industrial Electronics","volume":"72 10","pages":"10349-10358"},"PeriodicalIF":7.2000,"publicationDate":"2025-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Flying in Harsh Environments: Anti-Rain Quantification System and Control Strategy\",\"authors\":\"Kexin Guo;Yuhang Liu;Jindou Jia;Zihan Yang;Sicheng Zhou;Xiang Yu;Lei Guo\",\"doi\":\"10.1109/TIE.2025.3546251\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article presents an anti-rain quantification system and control strategy for unmanned aerial vehicles (UAVs). Rain disturbance effect on a platform is quantitatively analyzed first based on the characteristics of raindrops, contributing to the establishment of rain disturbance model. Thereafter, a refined UAV dynamics considering rain disturbance is provided for design of the control strategy. Subsequently, a rain speed observer (RSO) within the translational loop and a fixed-time sliding mode observer (SMO) within the rotational loop are developed to deal with force and torque disturbances caused by raindrops, respectively. Further, a quantification system containing a rainmaker is designed to mimic the natural rain like moderate rain, heavy rain, and violent rain at a specific rainfall rate. Based on the quantification system and a designed waterproof UAV, real flight experiments are carried out to demonstrate the effectiveness of the proposed system and control strategy under rain disturbance.\",\"PeriodicalId\":13402,\"journal\":{\"name\":\"IEEE Transactions on Industrial Electronics\",\"volume\":\"72 10\",\"pages\":\"10349-10358\"},\"PeriodicalIF\":7.2000,\"publicationDate\":\"2025-03-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Industrial Electronics\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10933549/\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Industrial Electronics","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10933549/","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
Flying in Harsh Environments: Anti-Rain Quantification System and Control Strategy
This article presents an anti-rain quantification system and control strategy for unmanned aerial vehicles (UAVs). Rain disturbance effect on a platform is quantitatively analyzed first based on the characteristics of raindrops, contributing to the establishment of rain disturbance model. Thereafter, a refined UAV dynamics considering rain disturbance is provided for design of the control strategy. Subsequently, a rain speed observer (RSO) within the translational loop and a fixed-time sliding mode observer (SMO) within the rotational loop are developed to deal with force and torque disturbances caused by raindrops, respectively. Further, a quantification system containing a rainmaker is designed to mimic the natural rain like moderate rain, heavy rain, and violent rain at a specific rainfall rate. Based on the quantification system and a designed waterproof UAV, real flight experiments are carried out to demonstrate the effectiveness of the proposed system and control strategy under rain disturbance.
期刊介绍:
Journal Name: IEEE Transactions on Industrial Electronics
Publication Frequency: Monthly
Scope:
The scope of IEEE Transactions on Industrial Electronics encompasses the following areas:
Applications of electronics, controls, and communications in industrial and manufacturing systems and processes.
Power electronics and drive control techniques.
System control and signal processing.
Fault detection and diagnosis.
Power systems.
Instrumentation, measurement, and testing.
Modeling and simulation.
Motion control.
Robotics.
Sensors and actuators.
Implementation of neural networks, fuzzy logic, and artificial intelligence in industrial systems.
Factory automation.
Communication and computer networks.