Application of machine learning to pyrolysis reaction networks: Reducing model solution time to enable process optimization.
Blake R. HoughDavid A. C. BeckDaniel T. SchwartzJim PfaendtnerPublished in: Comput. Chem. Eng. (2017)
Keyphrases
- optimization process
- mathematical model
- optimization method
- optimization model
- network structure
- data sets
- high level
- conceptual model
- network model
- probabilistic model
- theoretical analysis
- constrained optimization
- statistical model
- closed form
- poisson process
- sensitivity analysis
- experimental data
- process model
- image sequences
- learning algorithm