{"title":"Linear Quadratic Gaussian Control for a Liquid-Carrying Quadrotor","authors":"Ali Soltani, Amirhossein Vahidi Bajestani","doi":"10.1007/s40998-023-00657-y","DOIUrl":null,"url":null,"abstract":"Abstract A quadrotor with a liquid tank may be used in various tasks such as spraying pesticides and firefighting. Therefore, motion of the quadrotor should be controlled such that liquid sloshing is suppressed. To tackle this issue, a LQG controller is proposed in this paper. The LQG controller is based on a linear equivalent mechanical model for liquid sloshing which is presented in this study. The proposed controller uses position and attitude feedback of quadrotor to estimate and control the liquid states. This is different than other controllers presented in the literature where they consider liquid sloshing as an external disturbance. LQG controller is simulated using system’s nonlinear equations and compared to a PID controller. The results depicted a 20% improvement in trajectory tracking performance for LQG controller while using 11% less energy than its PID counterpart. Also the LQG control scheme was able to compensate for a constant external disturbance whereas the PID controller was not able to stabilize the system while the constant disturbance is present.","PeriodicalId":49064,"journal":{"name":"Iranian Journal of Science and Technology-Transactions of Electrical Engineering","volume":"30 1","pages":"0"},"PeriodicalIF":1.5000,"publicationDate":"2023-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Iranian Journal of Science and Technology-Transactions of Electrical Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s40998-023-00657-y","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
Abstract A quadrotor with a liquid tank may be used in various tasks such as spraying pesticides and firefighting. Therefore, motion of the quadrotor should be controlled such that liquid sloshing is suppressed. To tackle this issue, a LQG controller is proposed in this paper. The LQG controller is based on a linear equivalent mechanical model for liquid sloshing which is presented in this study. The proposed controller uses position and attitude feedback of quadrotor to estimate and control the liquid states. This is different than other controllers presented in the literature where they consider liquid sloshing as an external disturbance. LQG controller is simulated using system’s nonlinear equations and compared to a PID controller. The results depicted a 20% improvement in trajectory tracking performance for LQG controller while using 11% less energy than its PID counterpart. Also the LQG control scheme was able to compensate for a constant external disturbance whereas the PID controller was not able to stabilize the system while the constant disturbance is present.
期刊介绍:
Transactions of Electrical Engineering is to foster the growth of scientific research in all branches of electrical engineering and its related grounds and to provide a medium by means of which the fruits of these researches may be brought to the attentionof the world’s scientific communities.
The journal has the focus on the frontier topics in the theoretical, mathematical, numerical, experimental and scientific developments in electrical engineering as well
as applications of established techniques to new domains in various electical engineering disciplines such as:
Bio electric, Bio mechanics, Bio instrument, Microwaves, Wave Propagation, Communication Theory, Channel Estimation, radar & sonar system, Signal Processing, image processing, Artificial Neural Networks, Data Mining and Machine Learning, Fuzzy Logic and Systems, Fuzzy Control, Optimal & Robust ControlNavigation & Estimation Theory, Power Electronics & Drives, Power Generation & Management The editors will welcome papers from all professors and researchers from universities, research centers,
organizations, companies and industries from all over the world in the hope that this will advance the scientific standards of the journal and provide a channel of communication between Iranian Scholars and their colleague in other parts of the world.