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 …

An efficient machine learning approach for accurate short term solar power prediction

S Mishra, L Tripathy, P Satapathy… - … Intelligence for Smart …, 2020 - ieeexplore.ieee.org
Solar based electricity generations have experienced a strong and impactful growth in the
recent years. The regulation, scheduling, dispatching and unit commitment of intermittent …

Machine learning for solar power systems-a short tour

B Khelifi, MA Zdiri, FB Salem - 2021 12th International …, 2021 - ieeexplore.ieee.org
Machine learning (ML) is increasingly touching all fields in our life and making huge impact
on their improvement. In this paper, we present an overview of several used methods in ML …

An Improved Water Cycle Optimized Extreme Learning Machine with Ridge Regression towards Effective Maximum Power Extraction for Photovoltaic based Active …

S Patnaik, L Tripathy, S Dhar - 2020 International Conference …, 2020 - ieeexplore.ieee.org
Accurate Maximum Power Point Tracking (MPPT) is addressed in this paper for Photovoltaic
(PV) based Distributed Generation (DG) by virtue of an error optimized (by Improved Water …

An Efficient and Smart Control of Solar Panel Orientation using Machine Learning

J Jyothi, MB Veena - 2019 Global Conference for Advancement …, 2019 - ieeexplore.ieee.org
Solar panel efficiency depends on the amount of solar energy that gets converted to usable
electric form when received by a solar panel. It is an important factor that decides the …

[PDF][PDF] Machine Learning for Solar Power Systems

B Khelifi, MA Zdiri, FB Salem - researchgate.net
I. ABSTRACT—Machine learning (ML) is increasingly touching all fields in our life and
making huge impact on their improvement. In this paper, we present an overview of several …