Artificial neural networks in MPPT algorithms for optimization of photovoltaic power systems: A review

CG Villegas-Mier, J Rodriguez-Resendiz… - Micromachines, 2021 - mdpi.com
The use of photovoltaic systems for clean electrical energy has increased. However, due to
their low efficiency, researchers have looked for ways to increase their effectiveness and …

A review of the applications of artificial intelligence in renewable energy systems: An approach-based study

M Shoaei, Y Noorollahi, A Ha**ezhad… - Energy Conversion and …, 2024 - Elsevier
Recent advancements in data science and artificial intelligence, as well as the development
of clean and sustainable energy sources, have created numerous opportunities for energy …

[HTML][HTML] Techno-economic and environmental evaluation of PV/diesel/battery hybrid energy system using improved dispatch strategy

AS Aziz, MFN Tajuddin, TEK Zidane, CL Su… - Energy Reports, 2022 - Elsevier
The selection of an appropriate dispatch strategy is considered as a major concern when
designing hybrid energy system (HES) since it has large effects on the stability, reliability …

Role of metaheuristic approaches for implementation of integrated MPPT-PV systems: a comprehensive study

AK Sharma, RK Pachauri, S Choudhury, AF Minai… - Mathematics, 2023 - mdpi.com
An effective MPPT approach plays a significant role in increasing the efficiency of a PV
system. Solar energy is a rich renewable energy source that is supplied to the earth in …

Optimization of standalone photovoltaic drip irrigation system: A simulation study

S Miran, M Tamoor, T Kiren, F Raza, MI Hussain… - Sustainability, 2022 - mdpi.com
This paper presents the optimal design of a photovoltaic (PV) drip irrigation system.
Designing a PV system is based on calculated motor power, solar irradiance level and other …

Optimum design and techno-socio-economic analysis of a PV/biomass based hybrid energy system for a remote hilly area using discrete grey wolf optimization …

S Saha, G Saini, A Chauhan, S Upadhyay… - Sustainable Energy …, 2023 - Elsevier
Un-economical grid extension in remote locations has motivated to the creation of stand-
alone systems that are inexpensive and reasonably efficient. Renewable sources such as …

Optimal planning of renewable integrated rural microgrid for sustainable energy supply

MM Kama, I Ashraf, E Fernandez - Energy Storage, 2022 - Wiley Online Library
Renewable resources can help reduce carbon emissions, but their inconsistency causes
inconsistent energy generation, mandating the introduction of a battery bank to overcome …

Rural electrification using renewable energy resources and its environmental impact assessment

MM Kamal, A Mohammad, I Ashraf… - … Science and Pollution …, 2022 - Springer
Integrating a group of generation units and loads into a microgrid improves power supply
sustainability, decreases greenhouse gas emissions, and lowers generating costs …

Parameters identification of photovoltaic cell and module models using modified social group optimization algorithm

H Kraiem, E Touti, A Alanazi, AM Agwa, TI Alanazi… - Sustainability, 2023 - mdpi.com
Photovoltaic systems have become more attractive alternatives to be integrated into
electrical power systems. Therefore, PV cells have gained immense interest in studies …