Challenges of the application of data-driven models for the real-time optimization of an industrial air separation plant.
Dionysios P. XenosOlaf KahrsMatteo CicciottiFernando Moreno LeiraNina F. ThornhillPublished in: ECC (2016)
Keyphrases
- data driven
- real time
- model driven
- control system
- probabilistic model
- lessons learned
- statistical models
- learning algorithm
- application scenarios
- optimization algorithm
- complex systems
- response surface
- application of data mining
- computational models
- optimization method
- experimental data
- statistical model
- low cost
- artificial neural networks
- web services
- social networks
- real world
- data sets