Infrared imaging of photovoltaic modules: a review of the state of the art and future challenges facing gigawatt photovoltaic power stations
C Buerhop, L Bommes, J Schlipf, T Pickel… - Progress in …, 2022 - iopscience.iop.org
Thermography is a frequently used and appreciated method to detect underperforming
Photovoltaic modules in solar power stations. With the review, we give insights on two …
Photovoltaic modules in solar power stations. With the review, we give insights on two …
[HTML][HTML] Photovoltaic systems operation and maintenance: A review and future directions
The expansion of photovoltaic systems emphasizes the crucial requirement for effective
operations and maintenance, drawing insights from advanced maintenance approaches …
operations and maintenance, drawing insights from advanced maintenance approaches …
[HTML][HTML] A smart fault detection approach for PV modules using Adaptive Neuro-Fuzzy Inference framework
M Abbas, D Zhang - Energy Reports, 2021 - Elsevier
This paper presents an intelligent photovoltaic (PV) fault detection system using Adaptive
Neuro-Fuzzy Inference System (ANFIS) methodology. To accomplish this objective, it is …
Neuro-Fuzzy Inference System (ANFIS) methodology. To accomplish this objective, it is …
[HTML][HTML] Developing a deep learning-based layer-3 solution for thermal infrared large-scale photovoltaic module inspection from orthorectified big UAV imagery data
The increasing adoption of photovoltaic (PV) technology highlights the need for efficient and
large-scale deployment-ready inspection solutions. In the thermal infrared imagery-based …
large-scale deployment-ready inspection solutions. In the thermal infrared imagery-based …
[HTML][HTML] Machine learning for advanced characterisation of silicon photovoltaics: A comprehensive review of techniques and applications
Accurate and efficient characterisation techniques are essential to ensure the optimal
performance and reliability of photovoltaic devices, especially given the large number of …
performance and reliability of photovoltaic devices, especially given the large number of …
A comprehensive review of unmanned aerial vehicle-based approaches to support photovoltaic plant diagnosis
Accurate photovoltaic (PV) diagnosis is of paramount importance for reducing investment
risk and increasing the bankability of the PV technology. The application of fault diagnostic …
risk and increasing the bankability of the PV technology. The application of fault diagnostic …
[HTML][HTML] Model-based fault detection in photovoltaic systems: A comprehensive review and avenues for enhancement
Solar photovoltaic (PV) systems have become a vital renewable energy source, witnessing
rapid global demand. Nevertheless, these systems are susceptible to faults and anomalies …
rapid global demand. Nevertheless, these systems are susceptible to faults and anomalies …
Fault diagnosis of photovoltaic systems using artificial intelligence: A bibliometric approach
EH Sepúlveda-Oviedo, L Travé-Massuyès, A Subias… - Heliyon, 2023 - cell.com
Conventional fault detection methods in photovoltaic systems face limitations when dealing
with emerging monitoring systems that produce vast amounts of high-dimensional data …
with emerging monitoring systems that produce vast amounts of high-dimensional data …
Design and Development of a Relational Database Management System (RDBMS) with Open Source Tools for the Processing of Data Monitored in a Set of …
D Trillo-Montero, S Cosano-Lucena… - Applied Sciences, 2023 - mdpi.com
The objective of this work has been to implement an orderly, accessible, fast and space-
saving storage system that allows the transfer to a Relational Database Management …
saving storage system that allows the transfer to a Relational Database Management …
Intelligent Monitoring of Photovoltaic Systems via Simplicial Empirical Models and Performance Loss Rate Evaluation under LabVIEW: A Case Study
The capacity of photovoltaic solar power installations has been boosted last years by
reaching a new record with 175 GWdc of newly installed solar power in 2021. To guarantee …
reaching a new record with 175 GWdc of newly installed solar power in 2021. To guarantee …