Abstract
PV energy are enticing an enormous focus in the actual energy scenario. In order to assure the transfer of the maximum power to the load, a boost converter is used containing several MPPT techniques. In this paper, the comparative analysis of the system dynamic behavior has been perform based in distinct MPPT techniques, which are P&O, FLC, ANN-PI and ANN-SM. Taking into account the results of these techniques, the ANN-SM based MPPT controller can attain the MPP rapid than the other MPPT techniques under various climatic condition and load. It is also confirmed that the ANN-SM algorithm has a low ripple rate in power compared with the P&O MPPT controller. Furthermore, the ANN-SM MPPT approach requires fewer dissipated energies than the other techniques. In conclusion, the ANN-SM dynamic behavior illustrates that the PV system stay attain the MPP during load and climatic condition variations with high performances and efficiency.
| Original language | English |
|---|---|
| Pages (from-to) | 1156-1164 |
| Number of pages | 9 |
| Journal | International Journal of Renewable Energy Research |
| Volume | 11 |
| Issue number | 3 |
| State | Published - Sep 2021 |
| Externally published | Yes |
Keywords
- ANN-PI
- ANN-SM
- Dynamic behavior
- FLC
- MPPT techniques
- P&O
- PV energy
