Electricity is increasingly in demand to power growing commercial, industrial, and residential loads. In addition, managing the electric distribution system has become more difficult. The main objective of the distribution network's efficient monitoring and control has been discovered as an absence of information at the base station on its state. Fault detection is the process of discovering the presence of a fault in any equipment before it manifests itself in the form of a breakdown. It is the most important stage of FDD as all of the downstream processes depend on its accuracy.-In the...