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Deep-learning-driven intelligent tool wear identification of high-precision machining with multi-scale CNN-BiLSTM-GCN

Zhicheng Xu, Baolong Zhang, Louis Luo Fan, Edward Hengzhou Yan, Dongfang Li, Zejia Zhao, Wai Sze Yip, Suet To

2025Advanced Engineering Informatics46 citationsDOI

Topics & Concepts

Identification (biology)MachiningScale (ratio)Artificial intelligenceDeep learningComputer sciencePattern recognition (psychology)EngineeringMachine learningMechanical engineeringBiologyGeographyCartographyBotanyAdvanced machining processes and optimizationAdvanced Machining and Optimization TechniquesAdvanced Surface Polishing Techniques
Deep-learning-driven intelligent tool wear identification of high-precision machining with multi-scale CNN-BiLSTM-GCN | Litcius