A non-intrusive load recognition method combining adaptive PSO algorithm and CNN model.
Zhichao LiuYachao WangZhiyuan MaMengnan CaoMingda LiuXiaochu YangPublished in: J. Intell. Fuzzy Syst. (2023)
Keyphrases
- mathematical model
- recognition algorithm
- particle swarm optimization
- objective function
- pso algorithm
- hybrid model
- cost function
- hybrid pso
- particle swarm optimization algorithm
- clustering method
- particle swarm
- global optimization
- optimization method
- convergence speed
- rbf neural network
- neural model
- differential evolution algorithm
- evolutionary algorithm
- swarm intelligence
- particle swarm optimization pso
- bp neural network
- k means
- particle swarm optimisation