Fault location in distribution systems: A Method Considering the Parameter Estimation Using a RNA Online

Analysis of training techniques of ANN for classification of insulators in electrical power systems

“…For fault location in electrical power systems, it is shown that the error remains low using the LM method (with a regression accuracy of 91%) [19]. A comparison to the training method is presented with an improvement of up to 52% for the MSE calculation in RBF [20].…”

“…An online training method for fault location in distribution systems based on the Levenberg-Marquardt (LM) algorithm was developed [19]. New strategies for training of RBF were development [20], with an improvement of up to 52% for the calculation of mean squared error (MSE).…”

Desenvolvimento de um aplicativo em VBA para simulação de curto-circuitos em rede de distribuição utilizando o programa ANAFAS

“…Além disso, diversos métodos têm sido publicados na literatura com o objetivo de estimar localização de faltas, os quais podem ser divididos em três grupos: algoritmos com base na impedância aparente, ondas viajantes e redes neurais (Farias et al 2016).…”