Research on gearbox fault diagnosis system based on BP neural network optimized by particle swarm optimization.
Maohua XiaoKai WenGuoqing YangXinhua LuPublished in: J. Comput. Methods Sci. Eng. (2020)
Keyphrases
- fault diagnosis
- bp neural network
- particle swarm optimization
- neural network
- pso algorithm
- particle swarm optimization algorithm
- rbf neural network
- expert systems
- bp network
- fuzzy logic
- operating conditions
- fault detection
- bp neural network algorithm
- ant colony algorithm
- global optimization
- monitoring and fault diagnosis
- fault detection and diagnosis
- multi sensor information fusion
- condition monitoring
- convergence speed
- multi objective
- chaotic particle swarm optimization
- rotating machinery
- electronic equipment
- multiple faults
- evaluation model
- chemical process
- analog circuits
- forecasting model
- bp algorithm
- power transformers
- vibration signal
- ant colony optimization
- genetic algorithm
- differential evolution
- pid controller
- learning algorithm