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Parallel ResNet-BiGRU tool wear prediction model based on attention mechanism

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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.
Cutting tools play a vital role in CNC machining processes. Effective tool wear prediction is essential for lowering machining costs and boosting productivity. The current mainstream research is to mine the spatiotemporal correlation between sensor data ...