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Keywords: 1D CNN
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Journal Articles
Publisher: ASME
Article Type: Research Papers
ASME Open J. Engineering. January 2023, 2: 021006.
Paper No: AOJE-22-1094
Published Online: January 11, 2023
... handcrafted statistical features and four fractal dimensions train XGBoost whereas 1D CNN with six hidden layers utilizes the raw signal of net pressure change across the valve. XGBoost predicts the switching behavior at an accuracy of 99.68%, and 1D CNN performs at its maximum possible accuracy (100...