THE FUZZY-BASED SMART CHARGING MANAGEMENT SYSTEM FOR AN ELECTRIC VEHICLE PARKING LOT INCLUDING A ROOF-TOP PV SYSTEM
Künye
GÜNER, S., & KIR, S. S. (2020). The Fuzzy-Based Smart Charging Management System for an Electric Vehicle Parking Lot Including a Roof-Top Pv System. Mugla Journal of Science and Technology, 6, 18-24.Özet
Electric vehicles (EVs) and photovoltaic (PV) systems are one of the most appropriate coupled facilities with each other in
smart grids. The goal of this study is to develop a fuzzy-based smart charging management system (SCMS) in order to
enable more economic benefits to the EV parking lot from the roof-top PV system under market conditions with dynamic
pricing. To achieve this, PV model, parking lot model and energy market model are generated and they are considered as
the inputs of the SCMS. The SCMS decides whether the energy generated by the PV system is injected into the grid or used
for charging electric vehicles. All models are generated using real system data in this study. Furthermore, using bi-facial
PV panels in the PV system simulation is one of the novel approaches of this study. Charging EVs in the PLs from
renewable energy resources is very important as it will facilitate the management of this mobile load in the near future.
The results of this study will both help to manage the EV load and increase the profit of the EV PL