Artificial neural network for fault diagnosis of solar photovoltaic systems: a survey

Z Yuan, G Xiong, X Fu - Energies, 2022 - mdpi.com
Solar energy is one of the most important renewable energy sources. Photovoltaic (PV)
systems, as the most crucial conversion medium for solar energy, have been widely used in …

An efficient fuzzy-logic based variable-step incremental conductance MPPT method for grid-connected PV systems

MN Ali, K Mahmoud, M Lehtonen, MMF Darwish - Ieee Access, 2021 - ieeexplore.ieee.org
Recently, solar energy has been intensively employed in power systems, especially using
the photovoltaic (PV) generation units. In this regard, this paper proposes a novel design of …

Implementation of incremental conductance MPPT algorithm with integral regulator by using boost converter in grid-connected PV array

MA Bakar Siddique, A Asad, RM Asif… - IETE Journal of …, 2023 - Taylor & Francis
This paper presents a rapid, effective, and linear incremental conductance (IC) algorithm for
chasing the maximum power point (MPP) of the grid-tied photovoltaic (PV) array. A …

Solar photovoltaic Maximum Power Point Tracking controller optimization using Grey Wolf Optimizer: A performance comparison between bio-inspired and traditional …

J Aguila-Leon, C Vargas-Salgado… - Expert Systems with …, 2023 - Elsevier
Solar photovoltaic systems are widely used; however, their performance is bound to weather
conditions, depending on irradiation, temperature, and the effect of shadows. Maximum …

Promising MPPT methods combining metaheuristic, fuzzy-logic and ANN techniques for grid-connected photovoltaic

MN Ali, K Mahmoud, M Lehtonen, MMF Darwish - Sensors, 2021 - mdpi.com
This paper addresses the improvement of tracking of the maximum power point upon the
variations of the environmental conditions and hence improving photovoltaic efficiency …

A taxonomical review on recent artificial intelligence applications to PV integration into power grids

C Feng, Y Liu, J Zhang - International Journal of Electrical Power & Energy …, 2021 - Elsevier
The exponential growth of solar power has been witnessed in the past decade and is
projected by the ambitious policy targets. Nevertheless, the proliferation of solar energy …

Investigation of a real-time dynamic model for a PV cooling system

A Manasrah, M Masoud, Y Jaradat, P Bevilacqua - Energies, 2022 - mdpi.com
The cooling of PV models is an important process that enhances the generated electricity
from these models, especially in hot areas. In this work, a new, active cooling algorithm is …

A novel global MPPT technique to enhance maximum power from pv systems under variable atmospheric conditions

T Hai, JM Zain, K Muranaka - Soft Computing, 2023 - Springer
The study of renewable energy is expanding quickly, particularly in the areas of modeling
and photovoltaic (PV) technology. The utilization of photovoltaic systems is prevalent in …

Maximum power point tracking with modified incremental conductance technique in grid-connected PV array

MAB Siddique, MA Khan, A Asad… - … in Intelligent Systems …, 2020 - ieeexplore.ieee.org
In recent years, the demand for renewable energy sources has increased rapidly claiming
their due share in the growing energy demands. Photovoltaic (PV) technology is currently …

Fast two-stage global maximum power point tracking for grid-tied string PV inverter using characteristics mapping principle

X Meng, F Gao, T Xu, C Zhang - IEEE Journal of Emerging and …, 2021 - ieeexplore.ieee.org
In principle, the location of global maximum power point (GMPP) of partially shaded
photovoltaic (PV) array highly correlates with the shape of curve, but such correlation is …