Hellenic Naval Academy

Mission Critical Hybrid MMPF+GARA Forecasting of ESDD and Electrical Load using Field Electric Measurements

Surface contamination is one of the main causes of flashover on outdoor insulators, since deposits accumulated on the insulator surface reduce its resistance and can lead to failure. Monitoring techniques based on parameters such as the Equivalent Salt Deposit Density (ESDD) are...

Symmetry-Aware Simulation and Modeling of Noise-Robust Electric Load Forecasting Using Hybrid MMPF-NARX and GA/PSO

Reliable electric load forecasting is an important engineering problem for power-system planning, grid stability, and mission-critical energy management. This paper presents a symmetry-aware simulation and modeling framework for medium-range electric load forecasting under noisy...