{"title":"无奇点不确定切换非线性系统的定时自适应容错控制","authors":"Wen-Nian Qi , Rui-Qi Dong , Ying Zhang","doi":"10.1016/j.jfranklin.2025.107752","DOIUrl":null,"url":null,"abstract":"<div><div>This paper investigates the fixed-time fault-tolerant tracking control for uncertain switched nonlinear systems with actuator faults, including loss of effectiveness and time-varying bias faults. By employing the backstepping approach, neural networks-based estimators, adaptive technique, and fixed-time stability theory, a fixed-time adaptive fault-tolerant tracking controller is developed. In comparison with the previous achievements, the generated controller can deal with the fault-tolerant problem without prior knowledge of the actuator fault for the switched system while the practically fixed-time stability is necessary. Besides, the ”explosion of complexity” and ”singularity” problems can be avoided. Under the proposed controller, the fixed-time tracking performance of the closed-loop system is analyzed with rigorous theoretical proof. Finally, numerical examples are carried out to show the performance of the proposed controller.</div></div>","PeriodicalId":17283,"journal":{"name":"Journal of The Franklin Institute-engineering and Applied Mathematics","volume":"362 11","pages":"Article 107752"},"PeriodicalIF":4.2000,"publicationDate":"2025-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Fixed-time adaptive fault-tolerant control for uncertain switched nonlinear systems without singularity\",\"authors\":\"Wen-Nian Qi , Rui-Qi Dong , Ying Zhang\",\"doi\":\"10.1016/j.jfranklin.2025.107752\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This paper investigates the fixed-time fault-tolerant tracking control for uncertain switched nonlinear systems with actuator faults, including loss of effectiveness and time-varying bias faults. By employing the backstepping approach, neural networks-based estimators, adaptive technique, and fixed-time stability theory, a fixed-time adaptive fault-tolerant tracking controller is developed. In comparison with the previous achievements, the generated controller can deal with the fault-tolerant problem without prior knowledge of the actuator fault for the switched system while the practically fixed-time stability is necessary. Besides, the ”explosion of complexity” and ”singularity” problems can be avoided. Under the proposed controller, the fixed-time tracking performance of the closed-loop system is analyzed with rigorous theoretical proof. Finally, numerical examples are carried out to show the performance of the proposed controller.</div></div>\",\"PeriodicalId\":17283,\"journal\":{\"name\":\"Journal of The Franklin Institute-engineering and Applied Mathematics\",\"volume\":\"362 11\",\"pages\":\"Article 107752\"},\"PeriodicalIF\":4.2000,\"publicationDate\":\"2025-06-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of The Franklin Institute-engineering and Applied Mathematics\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0016003225002455\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of The Franklin Institute-engineering and Applied Mathematics","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0016003225002455","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
Fixed-time adaptive fault-tolerant control for uncertain switched nonlinear systems without singularity
This paper investigates the fixed-time fault-tolerant tracking control for uncertain switched nonlinear systems with actuator faults, including loss of effectiveness and time-varying bias faults. By employing the backstepping approach, neural networks-based estimators, adaptive technique, and fixed-time stability theory, a fixed-time adaptive fault-tolerant tracking controller is developed. In comparison with the previous achievements, the generated controller can deal with the fault-tolerant problem without prior knowledge of the actuator fault for the switched system while the practically fixed-time stability is necessary. Besides, the ”explosion of complexity” and ”singularity” problems can be avoided. Under the proposed controller, the fixed-time tracking performance of the closed-loop system is analyzed with rigorous theoretical proof. Finally, numerical examples are carried out to show the performance of the proposed controller.
期刊介绍:
The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.