Litcius/Paper detail

A novel ensemble deep learning model for cutting tool wear monitoring using audio sensors

Zhixiong Li, Xihao Liu, Atilla İncecik, Munish Kumar Gupta, Grzegorz Królczyk, Paolo Gardoni

2022Journal of Manufacturing Processes112 citationsDOI

Topics & Concepts

MachiningTool wearFast Fourier transformConvolutional neural networkDeep learningComputer scienceComponent (thermodynamics)Materials scienceEnsemble learningCutting toolArtificial intelligencePattern recognition (psychology)AlgorithmMetallurgyThermodynamicsPhysicsAdvanced machining processes and optimizationIndustrial Vision Systems and Defect DetectionAdvanced Machining and Optimization Techniques