Prediction of products quality parameters of a crude fractionation section of an oil refinery using neural networks.
Khalid Ahmed BawazeerAli ZilouchianPublished in: ICNN (1997)
Keyphrases
- neural network
- radial basis function network
- prediction accuracy
- product quality
- high quality
- artificial neural networks
- linear regression model
- data quality
- radial basis function neural network
- quality measures
- prediction model
- root mean square error
- software product
- maximum likelihood
- model based clustering
- sensitivity analysis
- quality prediction
- parameter estimation
- quality assessment
- chaotic time series
- petroleum industry
- genetic algorithm
- prediction error
- recurrent neural networks
- neural network model
- fuzzy logic
- pattern recognition
- software quality
- prediction algorithm
- parameter space
- self organizing maps
- fault diagnosis
- neural network ensemble
- highly non linear
- artificial neural networks to predict