Research on Bearing Fault Diagnosis of Wind Turbine Gearbox Based on 1DCNN-PSO-SVM.
Xiaolin ZhangPeng HanLi XuFei ZhangYongping WangLu GaoPublished in: IEEE Access (2020)
Keyphrases
- fault diagnosis
- wind turbine
- monitoring and fault diagnosis
- bp neural network
- support vector machine svm
- support vector
- particle swarm optimization pso
- neural network
- particle swarm optimization
- expert systems
- wind power
- fault detection
- pso algorithm
- support vector machine
- fault detection and diagnosis
- operating conditions
- electronic equipment
- rotating machinery
- power generation
- rbf neural network
- condition monitoring
- analog circuits
- fuzzy logic
- power plant
- multi sensor information fusion
- power transformers
- gas turbine
- chemical process
- bp algorithm
- optimization algorithm
- multiple faults
- machine learning
- wind speed
- kernel function
- hybrid particle swarm optimization
- reactive power
- long term
- vibration signal
- pid controller
- fitness function
- decision support system