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In this paper, power system voltage stability is analyzed using the stochastic response surface method (SRS M.
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In the proposed method, the response of a HUSAS is approximated as a linear function of random variables using the stochastic perturbation analysis.
A comparison of testing strategies using the stochastic model.
Input uncertainties are quantified and mapped to the stochastic space using the stochastic collocation technique.
The granular structure formation can be explained using the stochastic model19, accounting for the fluence dependence of the grain size.
The weights were randomly initialized and updated during the training stage by using the stochastic gradient descent algorithm.
It is shown that, when using this definition, the stochastic response of non-classically damped systems involves the evaluation of quantities similar to those of classically damped ones.
To this extent, the ANNs are trained with a few samples, following a conventional MCS procedure and used henceforth to predict the stochastic response for the rest of samples.
The stochastic response of isolated bridge is obtained using the time-dependent equivalent linearization technique as the force-deformation behavior of the LRB is highly nonlinear.
Numerical results are given to illustrate the stochastic response.
This uses the stochastic parallel transport.
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