Aggregate models based on improved group methods for simulation and optimization of distillation systems.
Ravindra S. KamathIgnacio E. GrossmannLorenz T. BieglerPublished in: Comput. Chem. Eng. (2010)
Keyphrases
- mathematical models
- statistical models
- complex systems
- analytical models
- data mining
- physical systems
- simulation models
- machine learning approaches
- monte carlo simulation
- optimization methods
- preprocessing
- classification systems
- constrained optimization
- classification models
- qualitative and quantitative
- machine learning algorithms
- parameter estimation
- benchmark datasets
- model selection
- management system
- probabilistic model
- significant improvement
- data driven approaches