Table 14 Results of the MPPT algorithms in PSC.
From: MPPT algorithms for grid-connected solar systems including deep learning approaches
Algorithm | Efficiency | THD | Oscillation | Relative Power Loss | Relative Power Gain | Computational Complexity |
|---|---|---|---|---|---|---|
P&O | 98.64% | 3.92% | 4 kW | 1.36% | 1.58% | Low |
INC | 98.64% | 3.94% | 4 kW | 1.36% | 1.58% | Low |
GWO | 99.49% | 3.86% | 260 W | 0.51% | 2.46% | Medium |
FL | 97.10% | 3.96% | 4.5 kW | 2.90% | Base | High |
PSO | 99.49% | 3.86% | 250 W | 0.51% | 2.46% | Medium |
ANN | 99.29% | 3.88% | 240 W | 0.77% | 2.25% | High |
LSTM | 99.42% | 3.87% | 240 W | 0.58% | 2.38% | High |
BiLSTM | 99.44% | 3.86% | 240 W | 0.56% | 2.40% | High |
ANFIS | 99.51% | 3.88% | 240 W | 0.49% | 2.48% | High |
