A Class of Adaptive Extended State Observers for Nonlinear Disturbed Systems | |
Pu, Zhiqiang; Yuan, Ruyi; Yi, Jianqiang; Tan, Xiangmin | |
发表期刊 | IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS |
2015-09-01 | |
卷号 | 62期号:9页码:5858-5869 |
文章类型 | Article |
摘要 | This paper proposes a novel class of adaptive extended state observers (AESOs) that significantly expand the applications of extended state observers (ESOs) to nonlinear disturbed systems. An AESO is designed as a linear time-varying form that, as a result, combines both the advantages of theoretical completeness in a conventional linear ESO (LESO) and good practical performance in a conventional nonlinear ESO (NESO). To tune the time-varying observer gains, AESO error dynamics is first transformed into a canonical (phase-variable) form. Then, time-varying PD-eigenvalues are assigned for the canonical system based on differential algebraic spectral theory. Theorems for stability and estimate error bounds of the AESO are given in the presence of unknown disturbances. These theorems also offer some important guidelines for assigning the PD-eigenvalues. To demonstrate the effectiveness of this new observer, two representative applications, including a numerical single-input-single-output example and a practical multiple-input-multiple-output hypersonic vehicle application, are exemplified, and comparison simulations are conducted among AESO, LESO, and NESO. Future work is pointed out in the end. |
关键词 | Active Disturbance Rejection Control Extended State Observer (Eso) Pd-eigenvalue Stability Analysis Time Varying |
WOS标题词 | Science & Technology ; Technology |
DOI | 10.1109/TIE.2015.2448060 |
关键词[WOS] | ROBUST-CONTROL ; CANONICAL-FORMS ; UNCERTAINTY ; FEEDBACK ; DESIGN ; TRANSFORMATION ; CONVERGENCE |
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:000359560800051 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/8911 |
专题 | 综合信息系统研究中心 |
作者单位 | Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China |
第一作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Pu, Zhiqiang,Yuan, Ruyi,Yi, Jianqiang,et al. A Class of Adaptive Extended State Observers for Nonlinear Disturbed Systems[J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,2015,62(9):5858-5869. |
APA | Pu, Zhiqiang,Yuan, Ruyi,Yi, Jianqiang,&Tan, Xiangmin.(2015).A Class of Adaptive Extended State Observers for Nonlinear Disturbed Systems.IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,62(9),5858-5869. |
MLA | Pu, Zhiqiang,et al."A Class of Adaptive Extended State Observers for Nonlinear Disturbed Systems".IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 62.9(2015):5858-5869. |
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