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The Impact of Electric Vehicle Charging Stations on Power Distribution Grid by Statistical and Probabilistic Simulation

Dogukan Keser, Gokturk Poyrazoglu

202018 citationsDOI

Abstract

Number of electric vehicle charging stations have been increasing for the last decade. They will significantly affect the power distribution grid in terms of increased load and uncertainty. This paper analyzes the impact of charging stations on the power distribution grid by a stochastic simulation, which is based on a statistical and probabilistic framework. Big E-Mobility data are created by the simulation, which uses various randomized parameters such as the number of arrivals to the parking lot per day, the number of vehicles charged, how many vehicles left due to lack of charging station, the total energy consumed per vehicle. A case study for a shopping mall is presented with its electrical and financial results.

Topics & Concepts

Probabilistic logicElectric vehicleDistribution gridPower gridGridComputer sciencePower (physics)Statistical modelAutomotive engineeringElectrical engineeringEngineeringMathematicsArtificial intelligenceVoltagePhysicsQuantum mechanicsGeometryElectric Vehicles and InfrastructureAdvanced Battery Technologies ResearchElectric and Hybrid Vehicle Technologies
The Impact of Electric Vehicle Charging Stations on Power Distribution Grid by Statistical and Probabilistic Simulation | Litcius