“…A combination of TW and machine learning was introduced in [14], this method has some disadvantages not only it requires a large data and thousands of samples but also the accuracy decreases when the fault is further, in general, these methods have many advantages to summarize: They have a high accuracy, speed and reliability, in addition they are unaffected by load variations or high ground resistance however, the disadvantage of these methods is that they are costly and require high sampling frequencies ,some of two ends methods require additional devices or an implemented Global Positioning System (GPS)for synchronizing the signals at both ends [13,15]. Time domain methods depends on voltages and currents measurements [16,17]. exploitation of these measurements it varies, in [18] the authors introduce an instantaneous phase angles basedmethod, that works satisfactorily for high impedance fault and is robust to harmonics however requires a high samplings rate.…”