Assessing the risk of vibration-induced fatigue in process pipework using convolutional neural networks
<p>This study develops convolutional neural networks (CNNs) to classify pipework vibration states in process plants, aiming to assess the risk of vibration-induced fatigue (VIF). A major challenge in VIF assessment is the need for strain measurements which, while ideal for assessing the risk o...
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2025
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