Stability Analysis for a Class of Systems: From Model-Based Methods to Data-Driven Methods
文献类型：期刊论文
| 作者 | Wang, Zhuo1 ; Liu, Derong2,3
|
| 刊名 | IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
 |
| 出版日期 | 2014-11-01 |
| 卷号 | 61期号:11页码:6463-6471 |
| 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 |
| 英文摘要 | 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 |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Automation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation |
| 研究领域[WOS] | Automation & Control Systems ; Engineering ; Instruments & Instrumentation |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000337123000069 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3837]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_智能化团队 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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