Diagnosis of photovoltaic faults using digital twin and PSO-optimized shifted window transformer.
Ying-Yi HongRolando A. PulaPublished in: Appl. Soft Comput. (2024)
Keyphrases
- fault diagnosis
- power plant
- bp neural network
- incipient fault
- fault detection
- fault detection and diagnosis
- multiple faults
- power transformers
- model based diagnosis
- particle swarm optimization
- neural network
- expert systems
- particle swarm optimization pso
- fuzzy logic
- particle swarm optimization algorithm
- fault identification
- pso algorithm
- fault detection and isolation
- sliding window
- operating conditions
- particle swarm optimizer
- convergence speed
- decision making
- multi objective
- particle swarm optimisation
- particle swarm
- window size
- condition monitoring
- computational intelligence
- power system
- fault model
- artificial neural networks
- differential evolution
- global optimization
- solar energy
- swarm intelligence