Oliver Mey PHM Research

Oliver Mey PHM Research

Research 1

Ref: meyMachineLearningBasedUnbalance2020

• Fault detection:
  • imbalance
  • using three imbalance setups
• Vibration
• Algorithm 1: CNN
  • Varied network depth
  • Not very good, cannot distinguish close imbalance difference (0E vs 2E )

Reference:

• meyMachineLearningBasedUnbalance2020
• meyConditionMonitoringDrive2021
• meyVibrationMeasurementsRotating2020
• meyExplainableAIAlgorithms2022