Parallel ResNet-BiGRU tool wear prediction model based on attention mechanism
Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture
Published online on July 15, 2025
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 ...
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 ...