Transmission line fault detection is an important aspect of monitoring the health of a power plant since it indicates
when suspected faults could lead to catastrophic equipment failure. This research looks at how to detect generator and
transmission line failures early and investigates fault detection methods using Artificial Neural Network approaches. Monitoring
generator voltages and currents, as well as transmission line performance metrics, is a key monitoring criterion in big power
systems.