Fault Diagnosis of Analog Circuits Based on IH-PSO Optimized Support Vector Machine.
Xianfeng YuanZiao LiuZhaoming MiaoZiliang ZhaoFengyu ZhouYong SongPublished in: IEEE Access (2019)
Keyphrases
- analog circuits
- fault diagnosis
- support vector machine
- bp neural network
- particle swarm optimization pso
- neural network
- particle swarm optimization
- fault detection
- expert systems
- operating conditions
- rbf neural network
- power transformers
- particle swarm optimization algorithm
- feature vectors
- fault detection and diagnosis
- kernel function
- monitoring and fault diagnosis
- condition monitoring
- rotating machinery
- support vector
- electronic equipment
- pso algorithm
- feature selection
- pid controller
- multi sensor information fusion
- bp algorithm
- digital circuits
- support vector machine svm
- gas turbine
- fuzzy logic
- multi objective
- multiple faults
- chemical process
- optimization algorithm
- low cost
- data fusion
- feature space
- training data
- fault diagnostic
- information fusion