Efa Yumna Purwono

An explainable AI-based predictive maintenance framework for transformer lifespan assessment and load forecasting in high-voltage power systems

Abstract Accurate load forecasting and reliable transformer lifespan prediction are essential for ensuring the stability and efficiency of modern high-voltage power systems. However, existing approaches often rely on single-model architectures that inadequately capture temporal dependencies and nonlinear interactions,...