PLoS ONE (Jan 2024)

MPPT control of a solar pumping system based five-phase impedance source inverter fed induction motor.

  • Ahmed M Hassan,
  • Abd El-Wahab Hassan,
  • Z M S Elbarbary,
  • Saad F Al-Gahtani,
  • Ahmed I Omar,
  • Mohamed Eladly Metwally

DOI
https://doi.org/10.1371/journal.pone.0295365
Journal volume & issue
Vol. 19, no. 1
p. e0295365

Abstract

Read online

This paper presents a control method for a system composed of a photovoltaic (PV) array, five-phase impedance source inverter, five-phase induction motor and centrifugal pump. This method is based on controlling the motor speed to control the pump power as the insolation level or temperature change to attain the maximum power extraction from the PV-array. The motor speed is controlled by using artificial neural network (ANN) which is trained to provide the desired inverter frequency and modulation index at any insolation level and temperature to attain the maximum PV operating power. The data of the neural network are based on the operation of the induction motor at constant air gap flux and perturb and observe method for maximum power point tracking. Simulation results are obtained using MATLAB Simulink to verify the proposed control method.