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Turi, D., Chiesa, P., Macchi, E. and Ghoniem, A.F., "High fidelity model of oxygen ion transport membrane; mechanism characterization and experimental validation", Energy, 96 (2016) 127-141.
To reduce the overall computational cost, a surrogate model for the optimization process replaces the high fidelity model.
Nevertheless, the optimization process requires an expensive evaluation of a high fidelity model over the whole design space.
The compensated low fidelity model can be used as a high fidelity model in the optimization process.
The model predictions are shown to correspond well with both the experiment and high fidelity model, while reducing the computational cost by >95% compared to the latter.
The modules for propulsion, aerodynamics, mass properties and flight dynamics are integrated to produce a high fidelity model of the entire vehicle.
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The performance of the design is demonstrated through simulation with a high-fidelity model.
The difference between the results of the analytical model and a high-fidelity model is compared.
The GFR method combines the high-fidelity model with a low-fidelity model to provide an estimate of the output of the high-fidelity model in the form of a posterior distribution that can characterize uncertainty in the prediction.
Finally, simulations on a validated high-fidelity model are carried out to show the feasibility of the proposed IMC.
A high-fidelity model of the vehicle in Autonomie is also employed to demonstrate the effectiveness of the devised EMS.
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