An ANFIS Control Approach of a Bi-Directional Buck-Boost used for a Battery Charger

Tsiloavy Randjaka; Solofanja Jeannie Rajonirina; F. Philibert Andriniriniaimalaza; Jean Nirinarison Razafinjaka

doi:10.31033/ijemr.12.3.5

An ANFIS Control Approach of a Bi-Directional Buck-Boost used for a Battery Charger

Authors

Tsiloavy Randjaka EDT ENRE, University of Antsiranana, Antsiranana, MADAGASCAR
Solofanja Jeannie Rajonirina EDT ENRE, University of Antsiranana, Antsiranana, MADAGASCAR
F. Philibert Andriniriniaimalaza Higher Institute of Sciences and Technologies, University of Mahajanga, Mahajanga, MADAGASCAR
Jean Nirinarison Razafinjaka Higher Polytechnic School, University of Antsiranana, Antsiranana, MADAGASCAR

DOI:

https://doi.org/10.31033/ijemr.12.3.5

Keywords:

Buck-Boost, Bidirectional, PI, Neuro-fuzzy, ANFIS

Abstract

In this work, a neuro-fuzzy regulator based on ANFIS is designed for the current control of a Bidirectional Buck-Boost chopper battery charger. First, a PI regulator is used in the control loop. Data from the PI regulator is extracted and then used to train ANFIS. The performances of the two PI and neuro-fuzzy commands were evaluated under the MATLAB/SIMULINK environment. According to the simulation results, it was found that the neuro-fuzzy regulator ANFIS is more effective in improving the current response by reducing the response time. In conclusion, the neuro-fuzzy control gives a better performance compared to the PI control.

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Published

2022-06-02

How to Cite

Tsiloavy Randjaka, Solofanja Jeannie Rajonirina, F. Philibert Andriniriniaimalaza, & Jean Nirinarison Razafinjaka. (2022). An ANFIS Control Approach of a Bi-Directional Buck-Boost used for a Battery Charger. International Journal of Engineering and Management Research, 12(3), 30–39. https://doi.org/10.31033/ijemr.12.3.5