Structural Engineering and Mechanics

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Apply evolved grey-prediction scheme to structural building dynamic analysis

  • Z.Y. Chen (School of Science, Guangdong University of Petrochem Technology) ;
  • Yahui Meng (School of Science, Guangdong University of Petrochem Technology) ;
  • Ruei-Yuan Wang (School of Science, Guangdong University of Petrochem Technology) ;
  • Timothy Chen (School of Science, Guangdong University of Petrochem Technology)
  • Received : 2023.12.15
  • Accepted : 2024.03.19
  • Published : 2024.04.10
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Abstract

In recent years, an increasing number of experimental studies have shown that the practical application of mature active control systems requires consideration of robustness criteria in the design process, including the reduction of tracking errors, operational resistance to external disturbances, and measurement noise, as well as robustness and stability. Good uncertainty prediction is thus proposed to solve problems caused by poor parameter selection and to remove the effects of dynamic coupling between degrees of freedom (DOF) in nonlinear systems. To overcome the stability problem, this study develops an advanced adaptive predictive fuzzy controller, which not only solves the programming problem of determining system stability but also uses the law of linear matrix inequality (LMI) to modify the fuzzy problem. The following parameters are used to manipulate the fuzzy controller of the robotic system to improve its control performance. The simulations for system uncertainty in the controller design emphasized the use of acceleration feedback for practical reasons. The simulation results also show that the proposed H∞ controller has excellent performance and reliability, and the effectiveness of the LMI-based method is also recognized. Therefore, this dynamic control method is suitable for seismic protection of civil buildings. The objectives of this document are access to adequate, safe, and affordable housing and basic services, promotion of inclusive and sustainable urbanization, implementation of sustainable disaster-resilient construction, sustainable planning, and sustainable management of human settlements. Simulation results of linear and non-linear structures demonstrate the ability of this method to identify structures and their changes due to damage. Therefore, with the continuous development of artificial intelligence and fuzzy theory, it seems that this goal will be achieved in the near future.

Keywords

Acknowledgement

The authors are grateful for the research grants of GDUPT, Peoples R China under Grant NO. 2019rc098, and the Grant NO. NO. 2021rc002 in Guangdong Province, Peoples R China. Also, the authors wish to appreciate to constructive suggestions from the anonymous reviewers.

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