Comparative Analysis of Coulomb Counting and Extended Kalman Filter for State of Charge Estimation in Battery Management Systems

C Francis - 2024 - open.uct.ac.za
State of Charge (SOC) is simply a measure of the amount of available charge in a battery
cell. It is not possible to directly measure SOC because it is a function of the stoichiometric …

Next-day Load Forecasting with Smart Meter Data Using Global Recurrent Neural Networks

E Genov, S Petridis, P Iliadis, LR Camargo… - engrxiv.org
In a smart grid, consistent and accurate load forecasting is critical to successful operation
and energy management. With the growing availability of smart-meter data, machine …