Artificial intelligence based MPPT techniques for solar power system: A review

KY Yap, CR Sarimuthu, JMY Lim - Journal of Modern Power …, 2020 - ieeexplore.ieee.org
In the last decade, artificial intelligence (AI) techniques have been extensively used for
maximum power point tracking (MPPT) in the solar power system. This is because …

Fuzzy logic approach for controlling uncertain and nonlinear systems: a comprehensive review of applications and advances

HH Tang, NS Ahmad - Systems Science & Control Engineering, 2024 - Taylor & Francis
This paper presents a comprehensive review of the latest developments in fuzzy logic (FL)
applications across critical domains which include energy harvesting (EH), ambient …

An improved particle swarm optimization algorithm suitable for photovoltaic power tracking under partial shading conditions

K Hu, S Cao, W Li, F Zhu - IEEE Access, 2019 - ieeexplore.ieee.org
The partial shading of a photovoltaic array repeatedly occurs in the natural environment,
which can cause a failure of a conventional maximum power point tracking (MPPT) …

A model predictive control-based hybrid MPPT method for boost converters

E Irmak, N Güler - International Journal of Electronics, 2020 - Taylor & Francis
In this study, Perturb and Observe Maximum Power Point Tracking algorithm and Model
Predictive Control (MPC) algorithm are combined to improve the dynamic performance of …

Supertwisting sliding mode algorithm based nonlinear MPPT control for a solar PV system with artificial neural networks based reference generation

S Ahmed, HM Muhammad Adil, I Ahmad, MK Azeem… - Energies, 2020 - mdpi.com
The problem of extracting maximum power from a photovoltaic (PV) system with negligible
power loss is concerned with the power generating capability of the PV array and nature of …

Intelligent approach-based maximum power point tracking for renewable energy system: a review

K Fatima, AF Minai, H Malik - Intelligent Data Analytics for Power and …, 2022 - Springer
Speedy exaggeration of CO2 emissions stimulates global warming. In order to slow down
global warming, ongoing hydrocarbon deposit systems need to be put back by renewable …

Single‐stage photovoltaic system design based on energy recovery and fuzzy logic control for partial shading condition

E Kandemir, NS Cetin, S Borekci - International Journal of …, 2022 - Wiley Online Library
Multiple local maximum power points occur in the power–voltage characteristic curve of the
photovoltaic (PV) systems due to use of bypass diodes under partial shading conditions, and …

[PDF][PDF] Fuzzy logic direct torque control of induction motor for photovoltaic water pumping system

A Belgacem, Y Miloud, M Mostefai… - International Journal of …, 2022 - academia.edu
This study presents a fuzzy logic direct torque control for induction motor to be used in
photovoltaic (PV) water pumping system. The system is intended to be less expensive and …

Exploration of different maximum power point tracking techniques for photovoltaic system

P Rajbhoj, S Hamde - International Journal of Ambient Energy, 2023 - Taylor & Francis
Maximum power point tracking has been a major topic among researchers due to how
essential it is to solar photovoltaic systems. There have been several methods for tracking …

MPPT methods in hybrid renewable energy systems

D Rekioua, D Rekioua - Hybrid Renewable Energy Systems: Optimization …, 2020 - Springer
In this chapter, the most used MPPT methods in photovoltaic and wind turbine systems are
presented. The most used control technique in optimization consists in acting on the duty …