ANN based robust bidirectional charger for electric vehicles

This paper presents a bidirectional charger to grid with ANN (Artificial Neural Network) controller. The charger setup consists of a rectifier (AC/DC) in front end and a converter (DC/DC) at the back end, with a DC link capacitor separating converter and rectifier. The structure of the charger enabl...

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Bibliographic Details
Main Authors: Phanden, Rakesh Kumar, Gupta, Ruchika, Gorrepati, Srinivasa Rao, Patel, Pranav, Sharma, Lalit
Format: Conference Proceeding
Language:English
Subjects:
Artificial neural network
Bidirectional charger
Electric vehicles
Simulation
State of Charge
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Summary:This paper presents a bidirectional charger to grid with ANN (Artificial Neural Network) controller. The charger setup consists of a rectifier (AC/DC) in front end and a converter (DC/DC) at the back end, with a DC link capacitor separating converter and rectifier. The structure of the charger enables the capability of voltage control of the grid, due to its bidirectional flow of power. The charger was implemented in MATLAB®/Simulink environment for verifying its effectiveness. The simulation results verify the effectiveness of ANN-based charger in grid voltage regulation in various modes of charging and discharging operations of Electric Vehicles (EV’s).
ISSN:2214-7853
2214-7853
DOI:10.1016/j.matpr.2020.05.828