arXiv Machine Learning
Aug 20

Optimizing Energy Efficiency and Grid Stability via Public EV Charging Flexibility

This study evaluates how flexible electric vehicle charging can improve energy efficiency and grid stability. Using real‑world data from public charging stations in Prague, the authors analyze individual and aggregated charging sessions to show that optimizing charging times reduces energy waste and grid imbalances. By aligning EV charging with periods of lower demand and higher renewable generation, they demonstrate a significant improvement in energy efficiency and a reduced need for costly system support.

By Marek Miltner, Artem Bryksa, Ond\v{r}ej \v{S}togl, Daniel Va\v{s}ata, Magda Friedjungov\'a, Ram Rajagopal, Old\v{r}ich Star\'y
arXiv AI
Aug 18

Large Language Model Assisted Operational Monitoring for Battery Energy Storage System Integrated Power Distribution Networks

arXiv:2608. 15396v1 Announce Type: new Abstract: Battery energy storage systems (BESS) are increasingly used in distribution networks for voltage regulation and demand response, which increases the volume and complexity of operational telemetry available to grid operators.

By Azmeer Akhtar, Md Fazley Rafy, Anurag K. Srivastava