Chen, Z. Y. and Jiang, Rong and Wang, Ruei Yuan and Chen, Timothy (2021) Active TMD systematic design of fuzzy control and the application in high-rise buildings. Earthquakes and Structures, 21 (6). pp. 577-585. ISSN 2092-7614. https://resolver.caltech.edu/CaltechAUTHORS:20220201-225514082
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Abstract
In this research, a neural network (NN) method was developed, which combines H-infinity and fuzzy control for the purpose of stabilization and stability analysis of nonlinear systems. The H-infinity criterion is derived from the Lyapunov fuzzy method, and it is defined as a fuzzy combination of quadratic Lyapunov functions. Based on the stability criterion, the nonlinear system is guaranteed to be stable, so it is transformed to be a linear matrix inequality (LMI) problem. Since the demo active vibration control system to the tuning of the algorithm sequence developed a controller in a manner, it could effectively improve the control performance, by reducing the wind's excitation configuration in response to increase in the cost efficiency, and the control actuator.
| Item Type: | Article | |||||||||
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| Additional Information: | © 2021 Techno-Press, Ltd. Received May 23, 2021, Revised September 15, 2021, Accepted October 12, 2021. The authors are grateful for the research grants given to Ruei-Yuan Wang from GDUPT talent introduction, Peoples R China under Grant No. 702-519208, and Academic Affairs in GDUPT for Goal Problem-Oriented Teaching Innovation and Practice Project Grant No. 701-234660, and the research grants given to ZY Chen from the Projects of Talents Recruitment of GDUPT (NO. 2021rc002) in Guangdong Province, Peoples R China No. 2021rc002 as well as to the anonymous reviewers for constructive suggestions. | |||||||||
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| Subject Keywords: | fuzzy Lyapunov method; tall building, fuzzy control; tuned mass damper | |||||||||
| Issue or Number: | 6 | |||||||||
| Record Number: | CaltechAUTHORS:20220201-225514082 | |||||||||
| Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20220201-225514082 | |||||||||
| Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | |||||||||
| ID Code: | 113207 | |||||||||
| Collection: | CaltechAUTHORS | |||||||||
| Deposited By: | Tony Diaz | |||||||||
| Deposited On: | 01 Feb 2022 23:04 | |||||||||
| Last Modified: | 01 Feb 2022 23:04 |
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