FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387260655> ?p ?o ?g. }

• W4387260655 endingPage "119389" @default.
• W4387260655 startingPage "119389" @default.
• W4387260655 abstract "Detecting cracks in solar photovoltaic (PV) modules plays an important role in ensuring their performance and reliability. The development of convolutional neural networks (CNNs) has introduced a game-changing dimension in the detection of defects in PV modules. This paper proposes an automated defect detection method for PV, by leveraging custom-designed CNN to accurately analyse electroluminescence (EL) images, identifying defects such as cracks, mini-cracks, potential induced degradation (PID), and shaded areas. The proposed system achieves a high level of validation accuracy of 98.07%, reducing manual inspection demands, enhancing quality standards, and saving costs. The system was validated in a case study for PV installations faulty with PID, where it identified all defective modules with a high degree of precision of 96.6%, surpassing existing methods. This methodology holds promise for revolutionizing PV industry quality control, improving module reliability, and supporting sustainable solar energy growth." @default.
• W4387260655 created "2023-10-03" @default.
• W4387260655 creator A5049274176 @default.
• W4387260655 creator A5068037748 @default.
• W4387260655 date "2023-12-01" @default.
• W4387260655 modified "2023-10-18" @default.
• W4387260655 title "Assurance through convolutional neural network-aided automated defect detection" @default.
• W4387260655 cites W2627007999 @default.
• W4387260655 cites W2887063112 @default.
• W4387260655 cites W2949146611 @default.
• W4387260655 cites W2951316851 @default.
• W4387260655 cites W2979496633 @default.
• W4387260655 cites W2980326480 @default.
• W4387260655 cites W2998784361 @default.
• W4387260655 cites W3002842489 @default.
• W4387260655 cites W3016300103 @default.
• W4387260655 cites W3090088738 @default.
• W4387260655 cites W3099193570 @default.
• W4387260655 cites W3110937857 @default.
• W4387260655 cites W3123982987 @default.
• W4387260655 cites W3140593863 @default.
• W4387260655 cites W3146977894 @default.
• W4387260655 cites W3148831051 @default.
• W4387260655 cites W3168997536 @default.
• W4387260655 cites W3171588474 @default.
• W4387260655 cites W3178756396 @default.
• W4387260655 cites W4225080122 @default.
• W4387260655 cites W4285114415 @default.
• W4387260655 cites W4295540131 @default.
• W4387260655 cites W4310859182 @default.
• W4387260655 cites W4313410855 @default.
• W4387260655 doi "https://doi.org/10.1016/j.renene.2023.119389" @default.
• W4387260655 hasPublicationYear "2023" @default.
• W4387260655 type Work @default.
• W4387260655 citedByCount "0" @default.
• W4387260655 crossrefType "journal-article" @default.
• W4387260655 hasAuthorship W4387260655A5049274176 @default.
• W4387260655 hasAuthorship W4387260655A5068037748 @default.
• W4387260655 hasConcept C106436119 @default.
• W4387260655 hasConcept C111472728 @default.
• W4387260655 hasConcept C119599485 @default.
• W4387260655 hasConcept C121332964 @default.
• W4387260655 hasConcept C127413603 @default.
• W4387260655 hasConcept C133731056 @default.
• W4387260655 hasConcept C138885662 @default.
• W4387260655 hasConcept C154945302 @default.
• W4387260655 hasConcept C163258240 @default.
• W4387260655 hasConcept C171146098 @default.
• W4387260655 hasConcept C200601418 @default.
• W4387260655 hasConcept C202444582 @default.
• W4387260655 hasConcept C21547014 @default.
• W4387260655 hasConcept C2778618615 @default.
• W4387260655 hasConcept C2779530757 @default.
• W4387260655 hasConcept C33676613 @default.
• W4387260655 hasConcept C33923547 @default.
• W4387260655 hasConcept C41008148 @default.
• W4387260655 hasConcept C41291067 @default.
• W4387260655 hasConcept C43214815 @default.
• W4387260655 hasConcept C47116090 @default.
• W4387260655 hasConcept C50644808 @default.
• W4387260655 hasConcept C536315585 @default.
• W4387260655 hasConcept C62520636 @default.
• W4387260655 hasConcept C76155785 @default.
• W4387260655 hasConcept C79403827 @default.
• W4387260655 hasConcept C81363708 @default.
• W4387260655 hasConcept C94915269 @default.
• W4387260655 hasConceptScore W4387260655C106436119 @default.
• W4387260655 hasConceptScore W4387260655C111472728 @default.
• W4387260655 hasConceptScore W4387260655C119599485 @default.
• W4387260655 hasConceptScore W4387260655C121332964 @default.
• W4387260655 hasConceptScore W4387260655C127413603 @default.
• W4387260655 hasConceptScore W4387260655C133731056 @default.
• W4387260655 hasConceptScore W4387260655C138885662 @default.
• W4387260655 hasConceptScore W4387260655C154945302 @default.
• W4387260655 hasConceptScore W4387260655C163258240 @default.
• W4387260655 hasConceptScore W4387260655C171146098 @default.
• W4387260655 hasConceptScore W4387260655C200601418 @default.
• W4387260655 hasConceptScore W4387260655C202444582 @default.
• W4387260655 hasConceptScore W4387260655C21547014 @default.
• W4387260655 hasConceptScore W4387260655C2778618615 @default.
• W4387260655 hasConceptScore W4387260655C2779530757 @default.
• W4387260655 hasConceptScore W4387260655C33676613 @default.
• W4387260655 hasConceptScore W4387260655C33923547 @default.
• W4387260655 hasConceptScore W4387260655C41008148 @default.
• W4387260655 hasConceptScore W4387260655C41291067 @default.
• W4387260655 hasConceptScore W4387260655C43214815 @default.
• W4387260655 hasConceptScore W4387260655C47116090 @default.
• W4387260655 hasConceptScore W4387260655C50644808 @default.
• W4387260655 hasConceptScore W4387260655C536315585 @default.
• W4387260655 hasConceptScore W4387260655C62520636 @default.
• W4387260655 hasConceptScore W4387260655C76155785 @default.
• W4387260655 hasConceptScore W4387260655C79403827 @default.
• W4387260655 hasConceptScore W4387260655C81363708 @default.
• W4387260655 hasConceptScore W4387260655C94915269 @default.
• W4387260655 hasFunder F4320310935 @default.
• W4387260655 hasLocation W43872606551 @default.
• W4387260655 hasOpenAccess W4387260655 @default.
• W4387260655 hasPrimaryLocation W43872606551 @default.

• next