Environments, needs and opportunities for future space photovoltaic power generation: A review
Sign Up to like & getrecommendations! Published in 2021 at "Applied Energy"
DOI: 10.1016/j.apenergy.2021.116757
Abstract: Abstract This paper aims to assess the potential and requirements of photovoltaic arrays to provide energy for more than 30 mission types to explore 14 celestial bodies in our solar system. The environment that exists… read more here.
Keywords: review; needs opportunities; photovoltaic arrays; photovoltaic ... See more keywords
Parametric indicators for partial shading and fault prediction in photovoltaic arrays with various interconnection topologies
Sign Up to like & getrecommendations! Published in 2020 at "Energy Conversion and Management"
DOI: 10.1016/j.enconman.2020.113018
Abstract: Abstract Photovoltaic arrays are mainly installed to generate maximum power and serve the load demand. However, the arrays are susceptible to various unpredictable scenarios such as partial shading and electrical faults that reduce the overall… read more here.
Keywords: photovoltaic arrays; fault; power; parametric indicators ... See more keywords
Dropout and Pruned Neural Networks for Fault Classification in Photovoltaic Arrays
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3108684
Abstract: Automatic detection of solar array faults reduces maintenance costs and increases efficiency. In this paper, we address the problem of fault detection, localization, and classification in utility-scale photovoltaic (PV) arrays using machine learning methods. More… read more here.
Keywords: photovoltaic arrays; classification; detection; neural networks ... See more keywords
Wave-Based Analysis of Large Nonlinear Photovoltaic Arrays
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2017.2756917
Abstract: In this paper, a novel analysis method based on wave digital (WD) principles is presented. The method is employed for modeling and efficiently simulating large photovoltaic (PV) arrays under partial shading conditions. The WD method… read more here.
Keywords: analysis large; photovoltaic arrays; wave based; analysis ... See more keywords
A Density Peak-Based Clustering Approach for Fault Diagnosis of Photovoltaic Arrays
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Photoenergy"
DOI: 10.1155/2017/4903613
Abstract: Fault diagnosis of photovoltaic (PV) arrays plays a significant role in safe and reliable operation of PV systems. In this paper, the distribution of the PV systems’ daily operating data under different operating conditions is… read more here.
Keywords: photovoltaic arrays; diagnosis; density peak; density ... See more keywords