Litcius/Paper detail

State identification of a 5-axis ultra-precision CNC machine tool using energy consumption data assisted by multi-output densely connected 1D-CNN model

Zhicheng Xu, Vignesh Selvaraj, Sangkee Min

2022Journal of Intelligent Manufacturing37 citationsDOI

Topics & Concepts

Machine toolEnergy consumptionMachiningNumerical controlProcess (computing)Machine learningEngineeringArtificial intelligenceArtificial neural networkIdentification (biology)Computer scienceConvolutional neural networkMechanical engineeringBotanyOperating systemBiologyElectrical engineeringAdvanced machining processes and optimizationIndustrial Vision Systems and Defect DetectionManufacturing Process and Optimization
State identification of a 5-axis ultra-precision CNC machine tool using energy consumption data assisted by multi-output densely connected 1D-CNN model | Litcius