Dislocated Time Series Convolutional Neural Architecture: An Intelligent Fault Diagnosis Approach for Electric Machine.
Ruonan LiuGuotao MengBoyuan YangChuang SunXuefeng ChenPublished in: IEEE Trans. Ind. Informatics (2017)
Keyphrases
- fault diagnosis
- neural architecture
- neural network
- fault diagnostic
- fault detection
- feed forward
- expert systems
- fault detection and diagnosis
- fuzzy logic
- multiple faults
- basis functions
- activation function
- monitoring and fault diagnosis
- multilayer perceptron
- power plant
- rotating machinery
- operating conditions
- power generation
- rbf neural network
- chemical process
- vibration signal
- analog circuits
- gas turbine
- electronic equipment
- network architecture
- condition monitoring
- bp neural network
- artificial neural networks
- multi layer perceptron
- non stationary
- power transformers
- genetic algorithm
- multi sensor information fusion
- real time
- autoregressive
- learning algorithm
- processing units
- fuzzy neural network
- radial basis function
- control system