Artificial intelligence techniques for photovoltaic applications: A review

A Mellit, SA Kalogirou - Progress in energy and combustion science, 2008 - Elsevier
Artificial intelligence (AI) techniques are becoming useful as alternate approaches to
conventional techniques or as components of integrated systems. They have been used to …

Photovoltaic power systems optimization research status: A review of criteria, constrains, models, techniques, and software tools

S Alsadi, T Khatib - Applied Sciences, 2018 - mdpi.com
The photovoltaic (PV) generating system has high potential, since the system is clean,
environmental friendly and has secure energy sources. There are two types of PV system …

Determining the optimum tilt angle and orientation for solar energy collection based on measured solar radiance data

DHW Li, TNT Lam - International Journal of Photoenergy, 2007 - Wiley Online Library
A prior requirement to the design of any solar‐based conversion systems is the knowledge
of optimum orientation and tilt surface at which peak solar energy can be collected. In many …

Sizing a grid-connected photovoltaic system under economic and environmental uncertainties

AM Attia, MN Darghouth, AM Ghaithan, A Mohammed - Solar Energy, 2023 - Elsevier
Several looming challenges confront the implementation of PV systems. The decision-maker
must consider technical, economic, and environmental uncertainties to maximize the PV …

A novel analytical model for optimal sizing of standalone photovoltaic systems

AQ Jakhrani, AK Othman, ARH Rigit, SR Samo… - Energy, 2012 - Elsevier
This paper presents a novel analytical model for the determination of optimal sizing of
standalone photovoltaic (PV) systems with least cost and predetermined reliability to satisfy …

Prediction and application of solar radiation with soft computing over traditional and conventional approach–A comprehensive review

S Mohanty, PK Patra, SS Sahoo - Renewable and Sustainable Energy …, 2016 - Elsevier
Solar radiation data plays a crucial role in solar energy research and application. It provides
the vital information about the energy that strikes the earth and is highly useful for modeling …

A stochastic simulation model for reliable PV system sizing providing for solar radiation fluctuations

E Kaplani, S Kaplanis - Applied Energy, 2012 - Elsevier
The large fluctuations observed in the daily solar radiation profiles affect highly the reliability
of the PV system sizing. Increasing the reliability of the PV system requires higher installed …

[HTML][HTML] Prioritized rule based load management technique for residential building powered by PV/battery system

TR Ayodele, ASO Ogunjuyigbe, KO Akpeji… - … science and technology …, 2017 - Elsevier
Abstract In recent years, Solar Photovoltaic (PV) system has presented itself as one of the
main solutions to the electricity poverty plaguing the majority of buildings in rural …

Carbon footprint of polycrystalline photovoltaic systems

N Stylos, C Koroneos - Journal of Cleaner Production, 2014 - Elsevier
The environmental and energy parameters of Photovoltaic (PV) systems play a very
important role when compared to conventional power systems. In the present paper, a …

Robust Capacity Planning of a Grid-Connected Photovoltaic System Under Climate Change and Economic Instabilities

AM Attia - Arabian Journal for Science and Engineering, 2024 - Springer
Fossil fuel combustion to produce power is responsible for a substantial amount of
greenhouse gases and is essential to climate change and global warming. Therefore, the …