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Active TMD systematic design of fuzzy control and the application in high-rise buildings

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
Related URLs:
URLURL TypeDescription
https://doi.org/10.12989/eas.2021.21.6.577DOIArticle
http://www.techno-press.org/?page=container&journal=eas&volume=21&num=6#PublisherArticle
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.
Funders:
Funding AgencyGrant Number
Guangdong University of Petrochem Technology702-519208
Guangdong University of Petrochem Technology701-234660
Guangdong University of Petrochem Technology2021rc002
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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