A reduced-order machine-learning-based method for fault recognition in tool condition monitoring
Javad Isavand, Afshar Kasaei, Andrew Peplow, Xiaofeng Wang, Jihong Yan
Topics & Concepts
Hilbert–Huang transformMachiningFrequency domainMachine toolFourier transformComputer scienceProcess (computing)Fault (geology)Failure mode and effects analysisTime domainArtificial intelligenceTool wearMode (computer interface)DecompositionEngineeringReliability engineeringMechanical engineeringMathematicsComputer visionOperating systemEcologyGeologySeismologyBiologyFilter (signal processing)Mathematical analysisAdvanced machining processes and optimizationIndustrial Vision Systems and Defect DetectionAdvanced Measurement and Metrology Techniques