Artificial neural networks applications in partially shaded PV systems

AG Olabi, MA Abdelkareem, C Semeraro… - Thermal Science and …, 2023 - Elsevier
Renewable energy sources have attracted attention in the last few years as an efficient and
sustainable alternative to conventional fossil fuels. Among these sources, solar power …

Techno-economic strategy for mitigating Hot-Spot/Partial shading of photovoltaic systems

MA Ebrahim, EAB Afify, AS Elzawawy, IM Abdelqawee - Solar Energy, 2024 - Elsevier
Photovoltaic systems (PVSs) are the cornerstone of various hybrid renewable energy
systems (HRESs). Although the mitigation of hotspots is one of the most crucial challenges …

An AdaBoost ensemble model for fault detection and classification in photovoltaic arrays

E Lodhi, FY Wang, G Xiong, A Dilawar… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
The photovoltaic (PV) arrays are susceptible to numerous faults. Fault diagnosis is essential
in improving a PV system's output power, reliability, and life span. This research paper …

Control strategy for seamless transition between grid-connected and islanding modes in microgrid-based PV inverters

TME Abou Saltouh, AESA Nafeh, AA Abou El-Ela… - Energy Systems, 2023 - Springer
One of the main characteristics of microgrids (MGs) is the ability to operate in both grid-
connected and islanding modes. In each mode of operation MG inverters may be operated …

Intrinsic performance loss rate: Decoupling reversible and irreversible losses for an improved assessment of photovoltaic system performance

H Quest, C Ballif, A Virtuani - Progress in Photovoltaics …, 2024 - Wiley Online Library
Solar electricity is set to play a pivotal role in future energy systems. In view of a market that
may soon reach the terawatt (TW) scale, a careful assessment of the performance of …

Study and simulation of an efficient smart MPPT algorithm based on fuzzy logic theory

N Rezaiguia, O Aissa, H Talhaoui… - … Conference on Smart …, 2024 - ieeexplore.ieee.org
For solar systems, numerous maximum power point tracking (MPTT) techniques have been
designed to maximize the energy produced. This research includes a study and simulation …

An Innovative MPPT Method Based on the Estimated Model of the Photovoltaic Cell considering the Environmental Conditions

HY Karizaki, M Ahmadi Kamarposhti… - International Journal of …, 2023 - Wiley Online Library
In this paper, a novel adaptive photovoltaic maximum power point tracking (MPPT) circuit is
proposed, called AT2MPPT. The AT2MPPT circuit is based on a type two fuzzy logic set and …

A comparative experimental investigation of MPPT controls for variable speed wind turbines

A Dahbi, B Benlahbib, M Benmedjahed… - International journal of …, 2023 - hrcak.srce.hr
Sažetak This work presents an experimental comparative investigation between Maximum
power point tracking control methods used in variable speed wind turbines. In order to …

Fault causes and its detection in standalone PV system using ANN and GEO technique

RJ Ganesh, S Muralidharan - ISA transactions, 2024 - Elsevier
Power generation systems using photovoltaic (PV) technology have become increasingly
popular due to their high production efficiency. A partial shading defect is the most common …

Fault classification and identification through machine learning approaches for a solar PV–battery based water pumping system

R Jhunjhunwala, P Satpathy - Multimedia Tools and Applications, 2024 - Springer
The world progresses towards enabling renewable sources into the mainstream supply of
energy and it is imperative to develop systems that can handle new challenges and …