Stability Analysis for a Class of Systems: From Model-Based Methods to Data-Driven Methods

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 复杂系统智能机理与平行控制团队

	Stability Analysis for a Class of Systems: From Model-Based Methods to Data-Driven Methods
	Wang, Zhuo1 ; Liu, Derong 2,3
发表期刊	IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
	2014-11-01
卷号	61 期号:11 页码:6463-6471
文章类型	Article
摘要	This paper presents some new methods to analyze the stability of the equilibrium point, and the bounded-input/ boundedstate (BIBS) and the bounded-input/ bounded-output (BIBO) stabilities for linear systems and a class of nonlinear systems. We study these systems in both continuous-time and discrete-time forms, using approaches from model-based methods to datadriven methods. For linear systems, our work about the BIBS and the BIBO stabilities does not concern the state controllability or the state observability. The data-driven methods can analyze the stabilities by doing some simple experiments and observations, while not identifying the corresponding parameter matrices. Our methods are easier
关键词	Bounded-input/bounded-state (Bibs) And Bounded-input/bounded-output Bibo) Stabilities Continuoustime And Discrete-time Systems Data-driven Methods Model-based Methods Stability Of The Equilibrium Point
WOS标题词	Science & Technology ; Technology
收录类别	SCI
语种	英语
WOS研究方向	Automation & Control Systems ; Engineering ; Instruments & Instrumentation
WOS类目	Automation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS记录号	WOS:000337123000069
引用统计	被引频次：11[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/3837
专题	多模态人工智能系统全国重点实验室_复杂系统智能机理与平行控制团队
作者单位	1.Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2V4, Canada 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 3.Univ Illinois, Dept Elect & Comp Engn, Chicago, IL 60607 USA
推荐引用方式 GB/T 7714	Wang, Zhuo,Liu, Derong. Stability Analysis for a Class of Systems: From Model-Based Methods to Data-Driven Methods[J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,2014,61(11):6463-6471.
APA	Wang, Zhuo,&Liu, Derong.(2014).Stability Analysis for a Class of Systems: From Model-Based Methods to Data-Driven Methods.IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,61(11),6463-6471.
MLA	Wang, Zhuo,et al."Stability Analysis for a Class of Systems: From Model-Based Methods to Data-Driven Methods".IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 61.11(2014):6463-6471.