An exploratory model-based design of experiments approach to aid parameters identification and reduce model prediction uncertainty.
Francesca CenciArun PankajakshanPierantonio FaccoFederico GalvaninPublished in: Comput. Chem. Eng. (2023)
Keyphrases
- prediction model
- linear regression model
- statistical model
- sensitivity analysis
- formal model
- conceptual model
- prediction accuracy
- probabilistic model
- parameter identification
- mathematical model
- autoregressive
- parameter values
- measured data
- metamodel
- case study
- decision making
- parameter estimation
- neural network
- conceptual framework
- similarity measure
- control parameters
- prior knowledge
- parameter optimization
- design parameters
- computational model
- social networks