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The output dynamics of the equivalent model are very close to the recorded dynamics.
The identified poles and zeros can be assigned to either the input or output dynamics.
For instance, in [9], a clustering algorithm was used to group wind turbines based on power output dynamics.
The templates define the operator that is applied on the input and the state, hence, they define the output dynamics.
In some cases (e.g., boost and buck boost converters), the input output dynamics can be of nonminimum-phase nature.
The objective of the method is reproducing the output dynamics of the WF under the variation of the wind speed and power grid faults.
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An optimal wide-area monitor (OWAM), which is a radial basis function neural network (RBFNN), is designed to identify the input-output dynamics of the nonlinear power system.
The results show that the fourth-order reduced model can properly capture the input-output dynamics of a complete MMC and significantly reduce the computational cost of large-scale power system simulations with multiple ac/dc converter stations.
This paper describes a comprehensive identification algorithm that uses linear-algebra-based subspace methods to identify a parameter varying state variable model that can describe the input-to-output dynamics of a battery under various operating conditions.
From that point, an analytical design is conducted for the assignment of the load-disturbance dynamics followed by the tuning of the set-point weight factor in order to match, as much as possible, the set-point-to-output dynamics according to a first-order-plus-dead-time dynamics.
Equation (2.1) can be re-written in terms of debt-to-output dynamics as: begin{aligned} frac{D_t}{Y^n_t}-frac{D_{t-1}}{Y^n_{t-1}}=frac{D_{t-1}}{Y^n_{t-1}}cdot frac{(i_t-n_t)}{(1+n_t)}+frac{{textit{PD}}_t}{Y^n_t}+frac{{textit{SF}}_t}{Y^n_t} end{aligned} (2.2 where (Y^n) is ({textit{GDP}}) at current market prices and n stands for the corresponding growth rate.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com