Deep quality prediction model for manufacturing process: Feature reconstruction and global information fusion solution
Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture
Published online on July 28, 2026
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 ...
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 ...