Open Access Journal

ISSN : 2395-2717 (Online)

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

Open Access Journal

International Journal of Engineering Research in Electrical and Electronic Engineering(IJEREEE)

Monthly Journal for Electrical and Electronic Engineering

ISSN : 2395-2717 (Online)

Enhanced Model Predictive Control for V2G Enabled Grid Using Z-Source Inverters: A Comparative Analysis with ANN Integration for EV Application

Author : Mercy S, DR. Karthikeyan V, Ananya M.P.

Date of Publication :15th November 2024

Abstract:The paper postulates a new approach in energy management through 'Vehicle-to-Grid' in the context of the micro-grid where the Electric Vehicle battery acts as storage for both storing and supplying energy from a DC fast charger architecture. This system allows a bi-direction flow of energy between the Grid and the Vehicle for active power stability management in the context of energy demand management in the micro-grid setting. A Model Predictive Control strategy incorporated with Artificial Neural Network enhances responsiveness, stability, and the power quality of the system by reducing harmonic distortion in the grid-injected current. Simulation results have been quite robust in dynamic performances that signify the possibility of increasing micro-grid resilience and V2G-enabled grid-connected EV systems.

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