Intelligent Emergency Training System for Substation Operating Personnel Based on Digital Simulation and Neural Network Technologies

Modern electrical substations are increasingly becoming complex technological systems equipped with digital relay protection, monitoring, and control systems. The growing complexity of equipment increases the requirements for the qualification level of operating personnel and raises the risk of erroneous actions that may lead to serious accidents, particularly given the limitations of traditional training methods. Existing theoretical courses and static simulators do not fully replicate real emergency situations, resulting in a high level of abstraction in training and insufficient personnel readiness for abnormal operating conditions.