Table 2 The simulation parameters.

The PV parameters

Open circuit voltage, \(V_{OC}\)

37.3 V

Short circuit current, \(I_{SC}\)

8.66 A

Cells in a module, N

60

Ideality factor, a

1.019

Parallel Resistance, \(R_{p}\)

224.1886 \(\Omega \)

Series Resistance, \(R_{s}\)

0.23724 \(\Omega \)

The proposed RNA parameters

Max duty ratio, \(D_{max}\)

0.8

Min duty ratio, \(D_{min}\)

0.08

Fixed step size, d

0.00001

Number of neural layers

10

Optimization algorithm

Levenberg–Marquardt (LM)

Memory size

N*1 bits

The boost converter parameters

Inductance of inductor, L

\(3 e^{-3}\) H

Conductance of capacitor, C

2000 ţF

Sampling frequency, \(f_s\)

10 KHz