Layer Recurrent Neural Network Solution for an Electromagnetic Interference Problem

On Resistance and Inductance of Solid Conductors

“…The boundary conditions necessary for the solution can be determined correctly only in the case that the inner conductor is cylindrical and the outer one is tubular with infinitely large radius 0 [8,17,21]; in the other cases, the boundary conditions are estimated [20] or the outer conductor is not considered. The problematic solved in the present paper is to some extent related to the problematic of calculating induced current densities and earth impedances of overhead and buried conductors [22][23][24], in the solution of which, for example, the neural network artificial intelligence technique [25] can be employed.…”

“…The integral in (23), if improper, converges, and its value is finite if the value of the limit in expression (25) does not depend on the choice of the sequence {( , , )}. For ( , , ) = ( 0 , 0 , 0 ) and for ( , , ) = ( 1 , 1 , 1 ), this integral does not converge because the value of the limit in expression (25) depends on the choice of the sequence {( , , )} and equals either ∞ or zero or the limit does not exist.…”

Artificial Intelligence Techniques Applied to Electromagnetic Interference Problems Between Power Lines and Metal Pipelines

“…Some of the results were presented in (Micu et al 2011) but a more detailed study is given in the following.…”

“…These were applied by the authors in some EPL-MP electromagnetic interferences studies (Micu et al , 2011. The first one is a neural network alternative to the EPL-MP interference problem presented in (Satsios et al 1999a(Satsios et al , 1999b.…”

Operating mode prediction of a microwave heating system using artificial intelligence techniques

“…NN are learning about the chosen subject from the information provided to them, by detecting relationships between input and desired output data, rather than being defined by user [21].…”