Isaiah U. Imoh1*, Nseobong I. Okpura2, Kufre M. Udofia3

A HYBRID XGBOOST–GRAPH NEURAL NETWORK FRAMEWORK FOR POWER SYSTEM VOLTAGE STABILITY PREDICTION

The increasing penetration of distributed generation and the dynamic, nonlinear nature of modern power systems have rendered traditional model-based voltage stability assessment methods inadequate, particularly because they cannot capture both feature-level nonlinearities and top...

A HYBRID XGBOOST–GRAPH NEURAL NETWORK FRAMEWORK FOR POWER SYSTEM VOLTAGE STABILITY PREDICTION

The increasing penetration of distributed generation and the dynamic, nonlinear nature of modern power systems have rendered traditional model-based voltage stability assessment methods inadequate, particularly because they cannot capture both feature-level nonlinearities and top...