“…On this basis, inspirited by this second method, the authors of this paper developed two original algorithms to locate AC series-arc faults. The first based on an approach model of a home electrical line [37] and the second uses impedance parameters of the line and a neural network [38]. Nevertheless, the accuracy of these methods is strongly influenced by both an adequate frequency band selection or the dynamic variations of different series-arc faults (random and stochastic impedance behavior) which cause significant degradation in their performances.…”