{"title":"气动伺服-弹性闭环系统的降阶模型辨识","authors":"K. Lum, K. Lai","doi":"10.1109/ACC.2016.7525557","DOIUrl":null,"url":null,"abstract":"This paper presents an approach for reduced-order modeling (ROM) of the aerodynamic-response subsystem of an aeroservo-elastic (ASE) closed-loop system. By representing the latter in modal coordinates, an inverse model can be derived that expresses the closed-loop relation between the modal displacements and an exogenous flap action. A ROM of aerodynamic response can thus be identified without measurement of aerodynamic forces. The Hammerstein model with μ-Markov structure and a two-step nonlinear identification method is employed. For demonstration, the method is applied to computational aero-elasticity data.","PeriodicalId":137983,"journal":{"name":"2016 American Control Conference (ACC)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Subsystem identification of reduced-order model for an aeroservo-elastic closed-loop system\",\"authors\":\"K. Lum, K. Lai\",\"doi\":\"10.1109/ACC.2016.7525557\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents an approach for reduced-order modeling (ROM) of the aerodynamic-response subsystem of an aeroservo-elastic (ASE) closed-loop system. By representing the latter in modal coordinates, an inverse model can be derived that expresses the closed-loop relation between the modal displacements and an exogenous flap action. A ROM of aerodynamic response can thus be identified without measurement of aerodynamic forces. The Hammerstein model with μ-Markov structure and a two-step nonlinear identification method is employed. For demonstration, the method is applied to computational aero-elasticity data.\",\"PeriodicalId\":137983,\"journal\":{\"name\":\"2016 American Control Conference (ACC)\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 American Control Conference (ACC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ACC.2016.7525557\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 American Control Conference (ACC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ACC.2016.7525557","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Subsystem identification of reduced-order model for an aeroservo-elastic closed-loop system
This paper presents an approach for reduced-order modeling (ROM) of the aerodynamic-response subsystem of an aeroservo-elastic (ASE) closed-loop system. By representing the latter in modal coordinates, an inverse model can be derived that expresses the closed-loop relation between the modal displacements and an exogenous flap action. A ROM of aerodynamic response can thus be identified without measurement of aerodynamic forces. The Hammerstein model with μ-Markov structure and a two-step nonlinear identification method is employed. For demonstration, the method is applied to computational aero-elasticity data.