The Role of Neural Networks in Predicting the Thermal Life of Electrical Machines

Keyphrases

• Electrical Machines 100%
• Neural Network 100%
• Thermal Lifetime 100%
• Accelerated Aging Test 40%
• Lifetime Estimation 40%
• Aging Temperature 40%
• Insulating Materials 40%
• Supervised Neural Network 40%
• Relative Error 20%
• Wire Insulation 20%
• Thermoelectric Properties 20%
• Temperature Index 20%
• Environmental Stress 20%
• Insulation Resistance 20%
• Mean Time to Failure 20%
• Back-propagation Artificial Neural Network (BP-ANN) 20%
• Thermal Stress 20%
• Winding Temperature 20%
• Insulation Deterioration 20%
• Aging Time 20%
• Operation Mode 20%
• Outcome Prediction 20%
• Winding Failures 20%
• Feedforward Neural Network 20%
• Thermal Class 20%
• Electrical Stress 20%
• Thermo-mechanical Stress 20%
• Back Propagation Algorithm 20%
• Weibull Probability Plot 20%
• Time Saved 20%
• Bayesian Regularization Backpropagation 20%
• Arrhenius 20%
• Continuous Mode 20%

Engineering

• Electrical Machine 100%
• Insulating Material 40%
• Aging Temperature 40%
• Relative Error 20%
• Backpropagation 20%
• Mean Time to Failure 20%
• Thermal Stress 20%
• Experimental Finding 20%
• Regularization 20%
• Good Match 20%
• Aging Time 20%
• Feedforward 20%
• Backpropagation Algorithm 20%
• Arrhenius 20%
• Continuous Mode 20%
• Test Procedure 20%