Chaotic vibration control of an axially moving string of multidimensional nonlinear dynamic system with an improved FSMC

作者：Ming Liu, Jungang Lv, Liping Wu, Yining Li · 发表于：Scientific Reports · 年份：2024 · DOI：10.1038/s41598-024-77632-y · 被引用次数：4 · 研究领域：Vibration and Dynamic Analysis、Fluid Dynamics and Vibration Analysis、Elevator Systems and Control

A new control approach based on fuzzy sliding mode control (FSMC) is proposed to regulate the chaotic vibration of an axial string. Hamilton's principle is used to formulate the nonlinear equation of motion of the axial translation string, and the von Kármán equations are used to analyse the geometric nonlinearity. The governing equations are nondimensionalized as partial differential equations and transformed into a nonlinear 3-dimensional system via the third-order Galerkin approach. An active control technique based on the FSMC approach is suggested for the derived dynamic system. By using a recurrent neural network model, we can accurately predict and effectively apply a control strategy to suppress chaotic movements. The necessity of the suggested active control method in the regulation of the nonlinear axial translation string system is proven using different chaotic vibrations. The results show that the study of the chaotic vibrations of axially translating strings requires nonlinear multidimensional dynamic systems of axially moving strings; the validity of the proposed control strategy in controlling the chaotic vibration of axially moving strings in a multidimensional form is demonstrated.