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Consequently, the model identification process can be very laborious and time-intensive.
For this proof of concept study, the model identification process was tested with 46 sets of porcine data from five pigs with induced pulmonary embolism [23].
In particular, the variation in the two hydrological metrics is dominated by the interactions, illustrating the necessity of choosing a global sensitivity analysis method that is able to consider interactions in the SWAT model identification process.
Existing knowledge can be used in the model identification process.
The application of computational methods to optimize model parameters regarding the fit error has therefore become an important task in the model identification process [ 28- 31].
For this proof of concept study, the model identification process was tested with 46 sets of porcine data from five pigs with induced pulmonary embolism [ 23].
Similar(52)
The approach integrates process analysis, model identification, and process synthesis.
Rather than decoupling model identification and process optimization, we use information from process optimization to design optimal experiments for improving the quality of the kinetic model given the intended use of the model.
This first step on the integration of model identification and process optimization improves the predictive quality of a reaction kinetic model for process design without any further experimental effort.
Step response test is widely practiced for model identification in process industry.
For this class of infinite-dimensional systems, the low-order model identification from process data is very important in practice.
More suggestions(15)
model validation process
model evaluation process
model building process
model identification n-CPMI
model structure process
model budget process
model estimation process
model extension process
model selection process
model identification approach
model identification n-APMI
model generation process
model construction process
model identification algorithm
model development process
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