Tool wear prediction in turning using workpiece surface profile images and deep learning neural networks
Meng Lip Lim, Mohd Naqib Derani, Mani Maran Ratnam, Ahmad Razlan Yusoff
Topics & Concepts
Artificial neural networkTool wearMachiningConvolutional neural networkArtificial intelligenceMean squared errorSubpixel renderingFlankEngineeringDeep learningPattern recognition (psychology)Computer visionComputer scienceMechanical engineeringMathematicsPixelStatisticsSociologyAnthropologyAdvanced machining processes and optimizationAdvanced Machining and Optimization TechniquesSurface Roughness and Optical Measurements