Highly Efficient MPPT Technique Using Model Predictive Control

Mostafa Ahmed, Ibrahim Harbi, Mohamed Abdelrahem, Ralph Kennel, Jose Rodriguez

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

Maximum power point tracking (MPPT) is a requirement in photovoltaic (PV) systems to improve and boost the efficiency. Therefore, this paper presents an improved MPPT method based on model predictive control (MPC) for a boost converter PV system. The MPPT-based MPC provides a fast transient behavior compared to the conventional methods. Thus, it is employed in this study, where a modified version of the perturb and observe (P&O) method is developed, in which additional control loops are added to the original one to decrease its ripple content at steady-state and improve its divergent behavior at transient-state. Consequently, the efficiency of the whole control algorithm is increased. Then, the MPC algorithm receives the reference from the modified P&O, and based on the cost function design, the optimal switching signal is obtained and sent directly to the switch without the need for modulators, which further simplifies the overall control method. The system is tested at different atmospheric conditions to prove its superiority in comparison with the traditional MPC method.

Original languageEnglish
Title of host publication2023 IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350396867
DOIs
StatePublished - 2023
Event2023 IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2023 - Wuhan, China
Duration: 16 Jun 202319 Jun 2023

Publication series

Name2023 IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2023

Conference

Conference2023 IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2023
Country/TerritoryChina
CityWuhan
Period16/06/2319/06/23

Keywords

  • MPC
  • MPPT
  • P&O
  • PV systems

Fingerprint

Dive into the research topics of 'Highly Efficient MPPT Technique Using Model Predictive Control'. Together they form a unique fingerprint.

Cite this