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Deep quality prediction model for manufacturing process: Feature reconstruction and global information fusion solution

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Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Ahead of Print.
Accurate quality prediction in intelligent manufacturing is challenged by high-dimensional redundant data, insufficient spatiotemporal fusion, and poor model interpretability. While recent deep learning advances have improved prediction, they rarely ...