Differential Evolution and Perceptron Decision Trees for Fault Detection in Power Transformers.
A. R. R. FreitasRodrigo César Pedrosa SilvaFrederico G. GuimarãesPublished in: SOCO (2012)
Keyphrases
- differential evolution
- fault detection
- power transformers
- fault diagnosis
- decision trees
- condition monitoring
- neural network
- evolutionary algorithm
- optimization algorithm
- fault identification
- industrial processes
- differential evolution algorithm
- particle swarm optimization
- convergence speed
- particle swarm optimization pso
- genetic algorithm
- optimization method
- mutation operator
- tennessee eastman
- evolution strategy
- learning algorithm
- expert systems
- numerical optimization problems
- failure detection
- global optimization problems
- fuel cell
- power plant
- fuzzy logic
- function optimization problems
- parameter optimization
- support vector
- machine learning
- evolutionary computation
- chemical process
- robust fault detection
- solving global optimization problems
- real coded
- artificial bee colony
- crossover operator
- soft computing
- pso algorithm
- genetic programming
- artificial neural networks
- objective function
- artificial intelligence
- data mining