Energy Management System of Grid Connected Hybrid Standalone System using ANFIS

  • Mohd. Mustafa, Dr. G. AnandhaKumarn, A. Ragavendiran

Abstract

This study presents and tests an ANFIS-based energy management system for a grid-connected hybrid system. The principal energy sources of the hybrid system are wind turbines and solar photovoltaic panels. Derived from a modified boost converter, the rectified wind and solar panel outputs are connected to a central DC grid. Power is then extracted from the DC grid and sent to the AC smart grid system via inverter. This study provides an artificial intelligence-based power management solution for a standalone solar photovoltaic and wind hybrid power system. The ANFIS technique is utilised to achieve the MPP of solar panels and the MPP of wind turbines to guarantee effective source optimization. For testing, a hybrid system with PV panels, wind turbine, and battery storage was used. The suggested MPPT control system is resistant to fluctuations in solar irradiance and temperature based on simulation findings based on the mathematical model of the system. Moreover, the suggested FLC Power management technique for the hybrid system provides higher power production and distribution dependability than a standalone system with a single source. The full system is simulated in MATLAB/Simulink.

Published
2021-11-18
How to Cite
Mohd. Mustafa, Dr. G. AnandhaKumarn, A. Ragavendiran. (2021). Energy Management System of Grid Connected Hybrid Standalone System using ANFIS. Design Engineering, 12930 - 12945. Retrieved from http://www.thedesignengineering.com/index.php/DE/article/view/6413
Section
Articles