...-earthquake evaluations. The approach integrates numerical modeling and AI to build a predictive tool for structural health monitoring in seismic environments. Findings The ANN model demonstrated high accuracy and efficiency in predicting key structural responses under seismic loading. The trained network...

...Nhung Cam Thi Nguyen; Trung Manh Vu Purpose One of the paramount challenges in the field of structural health monitoring (SHM) is the precise assessment of structural damage. Recently, many methods have been proposed to diagnose damage in structures using time series data. Nevertheless...

... In this new algorithm, the loop iteration mode is simplified by reducing the number of iterations, tests and deletions. The high efficiency of the new algorithm makes it a preferable candidate in fatigue life online estimation of structural health monitoring systems. Findings The extensive simulation...

... the intensity of this damage. According to Gomes and Giovani (2020) , among the damage-influenced properties used for detection and monitoring, natural frequencies and mode shapes are the most widely used. Structural health monitoring Sensor placement optimization Aircraft wing Feature selection Multi...

... In this new algorithm, the procedure of cycle counting is simplified by introducing the data preprocessing method. The high efficiency of new algorithm makes it a preferable candidate in fatigue life online estimation of structural health monitoring systems. Findings According to the data preprocessing...

...Arya Panji Pamuncak; Mohammad Reza Salami; Augusta Adha; Bambang Budiono; Irwanda Laory Purpose Structural health monitoring (SHM) has gained significant attention due to its capability in providing support for efficient and optimal bridge maintenance activities. However, despite the promising...

... immune systems and AISs, and these are presented as computing methods in the field of structural health monitoring (SHM). Design/methodology/approach The concept of SHM is based on a fault detection mechanism used in industries, and in other applications, involving the observation of a structure...

...Yanhui Zhang; Wenyu Yang Purpose – The purpose of this paper is to discuss the characteristics of several stochastic simulation methods applied in computation issue of structure health monitoring (SHM). Design/methodology/approach – On the basis of the previous studies, this research...

... element is a step towards a holistic numerical treatment of structural health monitoring (SHM) related problems using p‐version finite elements. The field variables within an element (u , Φ) can be expressed by means of ansatz functions (N _u [3×n_dofe], N _Φ [1...