Sentence examples for reformulated models from inspiring English sources
Ramadesigan, V. et al. Parameter estimation and capacity fade analysis of lithium-ion batteries using reformulated models.
These numerical difficulties can be overcome by defining reformulated models based on canonical representations that are easier to handle using customized global optimization algorithms devised for specific canonical functional forms.
The procedure is verified with significant gains in computational cost: the reformulated model is around 40% faster than without the reformulation, and the model for a 50-cell battery module takes only around 14 s to set up numerically.
Moreover, through reformulating safety usage interval restrictions with a smaller number of constraints in this reformulated model, the train-based decomposition needs fewer Lagrangian multipliers to relax these constraints.
Model simulation and multi-parameter optimization were facilitated by the increased computational efficiency achieved from the use of an orthogonal collocation-based reformulated model.
Transformed by its KKT optimality conditions, the reformulated model is efficiently solved by a column-and-constraint generation (C&CG) method.
Combining all of these parameters and dependencies in a reformulated model leads to an excellent prediction of creep rates and stress exponents.
2.3 provides a practical justification for the reformulated model.
In this subsection, we provide some practical justification for the new assumptions of our reformulated model.
The variational method within the Hamiltonian formalism of QFT using Darewych reformulated model has been used for scalar particles and antiparticles interacting through a scalar mediating field.
Hence, the traditional model has two degrees of freedom (as the associated equation is a quadratic polynomial) exhibiting difficulties to design a stable trajectory path while the new version of the reformulated model has n ≥ 3 degrees of freedom (as the associated equation is an n th order polynomial).
