Results 161 to 170 of about 7,408,303 (251)

Classification and regression-based convolutional neural network and long short-term memory configuration for bridge damage identification using long-term monitoring vibration data

Structural Health Monitoring, 2023
Considerable attention has recently been focused on classification and regression-based convolutional neural network (CNN) and long short-term memory (LSTM) due to their excellent performance in capturing complex spatial and temporal information ...
Fadel Yessoufou, J. Zhu
semanticscholar   +1 more source

Combined two-level damage identification strategy using ultrasonic guided waves and physical knowledge assisted machine learning.

Ultrasonics, 2021
Structural Health Monitoring of composite structures is one of the significant challenges faced by the aerospace industry. A combined two-level damage identification viz damage detection and localization is performed in this paper for a composite panel ...
M. Rautela   +3 more
semanticscholar   +1 more source

An efficient stochastic-based coupled model for damage identification in plate structures

Engineering Failure Analysis, 2021
Mode shape-based method has shown its dominance in failure identification of beams. However, it is a challenge for fault detection in a plate structure. It requires combined information in two directions to determine the damage location. In this study, a
L. V. Ho   +5 more
semanticscholar   +1 more source

Shape sensing and damage identification with iFEM on a composite structure subjected to impact damage and non-trivial boundary conditions

, 2021
The inverse Finite Element Method (iFEM) has recently demonstrated to be a valuable tool, not only for shape sensing, but also for damage identification in a Structural Health Monitoring framework.
L. Colombo   +5 more
semanticscholar   +1 more source

A novel structural damage identification scheme based on deep learning framework

Structures, 2021
Deep learning algorithm can autonomously mine the representative information which is hidden in the data and provides a new idea for damage identification of building structures.
Xinwei Wang   +2 more
semanticscholar   +1 more source

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