Smart Structures and Systems

Volume 37, Number 5, 2026, pages 377-405

DOI: 10.12989/sss.2026.37.5.377

A combined piezoelectric active sensing with hybrid 1D CNNLSTM model for damage detection in structural joints of wind energy system

Thanh-Truong Nguyen , Jeong-Tae Kim , Ngoc-Lan Pham , Gia Toai Truong , Thanh-Canh Huynh

Abstract

The concept of structural vibration control is to absorb vibration energy of the structure by introducing auxiliary devices. Various types of structural vibration control theories and devices have been recently developed and introduced into mechanical systems. One of such devices is damper employing controllable fluids such as ElectroRheological (ER) or MagnetoRheological (MR) fluids. MagnetoRheological (MR) materials are suspensions of fine magnetizable ferromagnetic particles in a non-magnetic medium exhibiting controllable rheological behaviour in the presence of an applied magnetic field. This paper presents the modelling of an MR-fluid damper. The damper model is developed based on Newtonian shear flow and Bingham plastic shear flow models. The geometric parameters are varied to get the optimised damper characteristics. The numerical analysis is carried out to estimate the damping coefficient and damping force. The analytical results are compared with the experimental results. The results confirm that MR damper is one of the most promising new semi-active devices for structural vibration control.

Key Words

MagnetoRheological fluid; MR damper; Bingham plastic model; Newtonian fluid; vibration; nose landing gear.

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