This paper presents a decentralized stochastic programming operation scheme for vehicle-to-grid system in smart grid, which includes series of equipment with random power generation and demands. For households electric devices, renewable solar generation, energy storage systems vehicles, we consider utility operating expenses, including loss consumption cost as the objective function. customers...

With the widespread use of electric vehicles (EVs), potential to utilize them as flexible resources has increased. However, existing vehicle-to-grid (V2G) studies have focused on V2G operation methods. The operational performance is limited by amount availability resources, which represents flexibility. This study proposes a data-driven modeling method estimate A charging station control point ...

Electric vehicles (EVs) improve the power grid by increasing intermittent renewable energy consumption and providing financial support to EV users via vehicle-to-grid (V2G) integration. While estimating these advantages, a number of studies have neglected consider effect driving charging behavior patterns on their results. This article provides framework that systematically evaluates behaviors ...