FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201990948> ?p ?o ?g. }

• W3201990948 endingPage "426" @default.
• W3201990948 startingPage "426" @default.
• W3201990948 abstract "Solar cells based on mono-like cast silicon (MLC-Si) have been attracting increasing attention in the photovoltaic (PV) market due to their high energy conversion efficiency and low cost. As in the production of monocrystalline silicon (MC-Si) and polycrystalline silicon (PC-Si) cells, various defects will inevitably occur during the production process of MLC-Si cells. Although computer vision technology has been employed for defect detection in the production processes, it is still difficult to achieve high accuracy in detecting defects in PV cells using traditional machine vision methods due to defect similarity and complex background. To address this challenge, a deep-learning-based quality assessment algorithm of MLC-Si wafers is proposed. Focusing on the dislocation defects, four different deep learning models are used to conduct migration learning and selected different optimizers (ADAM and SGDM) are used to optimize the network models, achieving good results in evaluating and comparing the quality of ML-Si wafers. On this basis, an improved network model MVGG-19 based on the VGG-19 is designed to improve the prediction accuracy further. The experimental results show that the prediction error of the improved network model is reduced by 63% (compared with VGG-19) and the reasoning speed reaches 10.22 FPS, indicating good detection performance." @default.
• W3201990948 created "2021-10-11" @default.
• W3201990948 creator A5030666905 @default.
• W3201990948 creator A5072574325 @default.
• W3201990948 creator A5087932687 @default.
• W3201990948 date "2021-10-03" @default.
• W3201990948 modified "2023-09-27" @default.
• W3201990948 title "Deep-Learning-Based Defect Evaluation of Mono-Like Cast Silicon Wafers" @default.
• W3201990948 cites W2022399399 @default.
• W3201990948 cites W2100333921 @default.
• W3201990948 cites W2763133679 @default.
• W3201990948 cites W2891887821 @default.
• W3201990948 cites W2967258782 @default.
• W3201990948 cites W2979824061 @default.
• W3201990948 cites W3016300103 @default.
• W3201990948 cites W3020260850 @default.
• W3201990948 cites W3022885513 @default.
• W3201990948 cites W3034750607 @default.
• W3201990948 cites W3044019043 @default.
• W3201990948 cites W3094387152 @default.
• W3201990948 cites W3138225703 @default.
• W3201990948 doi "https://doi.org/10.3390/photonics8100426" @default.
• W3201990948 hasPublicationYear "2021" @default.
• W3201990948 type Work @default.
• W3201990948 sameAs 3201990948 @default.
• W3201990948 citedByCount "1" @default.
• W3201990948 countsByYear W32019909482023 @default.
• W3201990948 crossrefType "journal-article" @default.
• W3201990948 hasAuthorship W3201990948A5030666905 @default.
• W3201990948 hasAuthorship W3201990948A5072574325 @default.
• W3201990948 hasAuthorship W3201990948A5087932687 @default.
• W3201990948 hasBestOaLocation W32019909481 @default.
• W3201990948 hasConcept C108583219 @default.
• W3201990948 hasConcept C111472728 @default.
• W3201990948 hasConcept C111919701 @default.
• W3201990948 hasConcept C119599485 @default.
• W3201990948 hasConcept C119857082 @default.
• W3201990948 hasConcept C127413603 @default.
• W3201990948 hasConcept C138885662 @default.
• W3201990948 hasConcept C139719470 @default.
• W3201990948 hasConcept C154945302 @default.
• W3201990948 hasConcept C160671074 @default.
• W3201990948 hasConcept C162324750 @default.
• W3201990948 hasConcept C171250308 @default.
• W3201990948 hasConcept C192562407 @default.
• W3201990948 hasConcept C26953177 @default.
• W3201990948 hasConcept C2778348673 @default.
• W3201990948 hasConcept C2779227376 @default.
• W3201990948 hasConcept C2779530757 @default.
• W3201990948 hasConcept C2780565262 @default.
• W3201990948 hasConcept C41008148 @default.
• W3201990948 hasConcept C41291067 @default.
• W3201990948 hasConcept C49040817 @default.
• W3201990948 hasConcept C544956773 @default.
• W3201990948 hasConcept C87359718 @default.
• W3201990948 hasConcept C98045186 @default.
• W3201990948 hasConceptScore W3201990948C108583219 @default.
• W3201990948 hasConceptScore W3201990948C111472728 @default.
• W3201990948 hasConceptScore W3201990948C111919701 @default.
• W3201990948 hasConceptScore W3201990948C119599485 @default.
• W3201990948 hasConceptScore W3201990948C119857082 @default.
• W3201990948 hasConceptScore W3201990948C127413603 @default.
• W3201990948 hasConceptScore W3201990948C138885662 @default.
• W3201990948 hasConceptScore W3201990948C139719470 @default.
• W3201990948 hasConceptScore W3201990948C154945302 @default.
• W3201990948 hasConceptScore W3201990948C160671074 @default.
• W3201990948 hasConceptScore W3201990948C162324750 @default.
• W3201990948 hasConceptScore W3201990948C171250308 @default.
• W3201990948 hasConceptScore W3201990948C192562407 @default.
• W3201990948 hasConceptScore W3201990948C26953177 @default.
• W3201990948 hasConceptScore W3201990948C2778348673 @default.
• W3201990948 hasConceptScore W3201990948C2779227376 @default.
• W3201990948 hasConceptScore W3201990948C2779530757 @default.
• W3201990948 hasConceptScore W3201990948C2780565262 @default.
• W3201990948 hasConceptScore W3201990948C41008148 @default.
• W3201990948 hasConceptScore W3201990948C41291067 @default.
• W3201990948 hasConceptScore W3201990948C49040817 @default.
• W3201990948 hasConceptScore W3201990948C544956773 @default.
• W3201990948 hasConceptScore W3201990948C87359718 @default.
• W3201990948 hasConceptScore W3201990948C98045186 @default.
• W3201990948 hasIssue "10" @default.
• W3201990948 hasLocation W32019909481 @default.
• W3201990948 hasLocation W32019909482 @default.
• W3201990948 hasOpenAccess W3201990948 @default.
• W3201990948 hasPrimaryLocation W32019909481 @default.
• W3201990948 hasRelatedWork W1500802445 @default.
• W3201990948 hasRelatedWork W1580283484 @default.
• W3201990948 hasRelatedWork W1919697428 @default.
• W3201990948 hasRelatedWork W2014776566 @default.
• W3201990948 hasRelatedWork W2055618969 @default.
• W3201990948 hasRelatedWork W2087937884 @default.
• W3201990948 hasRelatedWork W2389000466 @default.
• W3201990948 hasRelatedWork W2902087874 @default.
• W3201990948 hasRelatedWork W4226334621 @default.
• W3201990948 hasRelatedWork W938310571 @default.
• W3201990948 hasVolume "8" @default.
• W3201990948 isParatext "false" @default.
• W3201990948 isRetracted "false" @default.

• next