An Exploration into the Fault Diagnosis of Analog Circuits Using Enhanced Golden Eagle Optimized 1D-Convolutional Neural Network (CNN) with a Time-Frequency Domain Input and Attention Mechanism.
Jiyuan GaoJiang GuoFang YuanTongqiang YiFangqing ZhangYongjie ShiZhaoyang LiYiming KeYang MengPublished in: Sensors (2024)
Keyphrases
- analog circuits
- convolutional neural network
- fault diagnosis
- neural network
- attention mechanism
- face detection
- expert systems
- fuzzy logic
- fault detection
- fault detection and diagnosis
- operating conditions
- digital circuits
- condition monitoring
- electronic equipment
- power transformers
- multiple faults
- gas turbine
- signal processing
- visual attention
- rotating machinery
- monitoring and fault diagnosis
- chemical process
- multi sensor information fusion
- vibration signal
- object detection
- wavelet transform
- decision making
- genetic algorithm