Earthquakes and Structures
Volume 21, Number 6, 2021, pages 577-585
DOI: 10.12989/eas.2021.21.6.577
Active TMD systematic design of fuzzy control and the application in high-rise buildings
Z.Y. Chen, Ruei-Yuan Wang, Rong Jiang and Timothy Chen
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.
Key Words
fuzzy Lyapunov method; tall building, fuzzy control; tuned mass damper
Address
Z.Y. Chen: Guangdong University of Petrochem Technology, School of Science, Maoming 525000, PR China
Ruei-Yuan Wang: Guangdong University of Petrochem Technology, School of Science, Maoming 525000, PR China
Rong Jiang: Guangdong University of Petrochem Technology, School of Science, Maoming 525000, PR China
Timothy Chen: Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA 91125, U.S.A.