Online identification and robust adaptive control for discrete hysteresis preisach model

Xuehui Gao; Xuemei Ren; Chengyuan Zhang; Changsheng Zhu

doi:10.1007/978-3-662-48386-2_5

Online identification and robust adaptive control for discrete hysteresis preisach model

Xuehui Gao, Xuemei Ren^*, Chengyuan Zhang, Changsheng Zhu

^*此作品的通讯作者

自动化学院

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

1 引用（Scopus）

摘要

By using the concept of online goal adaptation, we develop a new online identification and a robust adaptive control for hysteresis system which is described by discrete Preisach model. The proposed identification requires triangle matrices to simply the calculation for Preisach model. In addition, a robust adaptive control is adopted without inverse Preisachmodel based on the weighting factor recursive least square (WFRLS) method. A Lyapunov function candidate guarantees the stability of this hysteresis system. Finally, simulations performon a typical system which clarify the validity of the proposed approach.

源语言	英语
主期刊名	Proceedings of the 2015 Chinese Intelligent Systems Conference
编辑	Hongbo Li, Weicun Zhang, Yingmin Jia, Junping Du
出版商	Springer Verlag
页	41-49
页数	9
ISBN（印刷版）	9783662483848
DOI	https://doi.org/10.1007/978-3-662-48386-2_5
出版状态	已出版 - 2016
活动	Chinese Intelligent Systems Conference, CISC 2015 - Yangzhou, 中国期限: 1 1月 2015 → …

出版系列

姓名	Lecture Notes in Electrical Engineering
卷	359
ISSN（印刷版）	1876-1100
ISSN（电子版）	1876-1119

会议

会议	Chinese Intelligent Systems Conference, CISC 2015
国家/地区	中国
市	Yangzhou
时期	1/01/15 → …

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10.1007/978-3-662-48386-2_5

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引用此

Gao, X., Ren, X., Zhang, C., & Zhu, C. (2016). Online identification and robust adaptive control for discrete hysteresis preisach model. 在 H. Li, W. Zhang, Y. Jia, & J. Du (编辑), Proceedings of the 2015 Chinese Intelligent Systems Conference (页码 41-49). (Lecture Notes in Electrical Engineering; 卷 359). Springer Verlag. https://doi.org/10.1007/978-3-662-48386-2_5

@inproceedings{b1a3cd08187a400aae266ca0d6f74b3d,

title = "Online identification and robust adaptive control for discrete hysteresis preisach model",

abstract = "By using the concept of online goal adaptation, we develop a new online identification and a robust adaptive control for hysteresis system which is described by discrete Preisach model. The proposed identification requires triangle matrices to simply the calculation for Preisach model. In addition, a robust adaptive control is adopted without inverse Preisachmodel based on the weighting factor recursive least square (WFRLS) method. A Lyapunov function candidate guarantees the stability of this hysteresis system. Finally, simulations performon a typical system which clarify the validity of the proposed approach.",

keywords = "Hysteresis, Preisach, Weighting factor recursive least square",

author = "Xuehui Gao and Xuemei Ren and Chengyuan Zhang and Changsheng Zhu",

note = "Publisher Copyright: {\textcopyright} Springer-Verlag Berlin Heidelberg 2016.; Chinese Intelligent Systems Conference, CISC 2015 ; Conference date: 01-01-2015",

year = "2016",

doi = "10.1007/978-3-662-48386-2_5",

language = "English",

isbn = "9783662483848",

series = "Lecture Notes in Electrical Engineering",

publisher = "Springer Verlag",

pages = "41--49",

editor = "Hongbo Li and Weicun Zhang and Yingmin Jia and Junping Du",

booktitle = "Proceedings of the 2015 Chinese Intelligent Systems Conference",

address = "Germany",

}

Gao, X, Ren, X, Zhang, C & Zhu, C 2016, Online identification and robust adaptive control for discrete hysteresis preisach model. 在 H Li, W Zhang, Y Jia & J Du (编辑), Proceedings of the 2015 Chinese Intelligent Systems Conference. Lecture Notes in Electrical Engineering, 卷 359, Springer Verlag, 页码 41-49, Chinese Intelligent Systems Conference, CISC 2015, Yangzhou, 中国, 1/01/15. https://doi.org/10.1007/978-3-662-48386-2_5

Online identification and robust adaptive control for discrete hysteresis preisach model. / Gao, Xuehui; Ren, Xuemei; Zhang, Chengyuan 等.
Proceedings of the 2015 Chinese Intelligent Systems Conference. 编辑 / Hongbo Li; Weicun Zhang; Yingmin Jia; Junping Du. Springer Verlag, 2016. 页码 41-49 (Lecture Notes in Electrical Engineering; 卷 359).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Online identification and robust adaptive control for discrete hysteresis preisach model

AU - Gao, Xuehui

AU - Ren, Xuemei

AU - Zhang, Chengyuan

AU - Zhu, Changsheng

N1 - Publisher Copyright: © Springer-Verlag Berlin Heidelberg 2016.

PY - 2016

Y1 - 2016

N2 - By using the concept of online goal adaptation, we develop a new online identification and a robust adaptive control for hysteresis system which is described by discrete Preisach model. The proposed identification requires triangle matrices to simply the calculation for Preisach model. In addition, a robust adaptive control is adopted without inverse Preisachmodel based on the weighting factor recursive least square (WFRLS) method. A Lyapunov function candidate guarantees the stability of this hysteresis system. Finally, simulations performon a typical system which clarify the validity of the proposed approach.

AB - By using the concept of online goal adaptation, we develop a new online identification and a robust adaptive control for hysteresis system which is described by discrete Preisach model. The proposed identification requires triangle matrices to simply the calculation for Preisach model. In addition, a robust adaptive control is adopted without inverse Preisachmodel based on the weighting factor recursive least square (WFRLS) method. A Lyapunov function candidate guarantees the stability of this hysteresis system. Finally, simulations performon a typical system which clarify the validity of the proposed approach.

KW - Hysteresis

KW - Preisach

KW - Weighting factor recursive least square

UR - http://www.scopus.com/inward/record.url?scp=84952682896&partnerID=8YFLogxK

U2 - 10.1007/978-3-662-48386-2_5

DO - 10.1007/978-3-662-48386-2_5

M3 - Conference contribution

AN - SCOPUS:84952682896

SN - 9783662483848

T3 - Lecture Notes in Electrical Engineering

SP - 41

EP - 49

BT - Proceedings of the 2015 Chinese Intelligent Systems Conference

A2 - Li, Hongbo

A2 - Zhang, Weicun

A2 - Jia, Yingmin

A2 - Du, Junping

PB - Springer Verlag

T2 - Chinese Intelligent Systems Conference, CISC 2015

Y2 - 1 January 2015

ER -

Online identification and robust adaptive control for discrete hysteresis preisach model

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