FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3048997617> ?p ?o ?g. }

• W3048997617 endingPage "228581" @default.
• W3048997617 startingPage "228581" @default.
• W3048997617 abstract "Abstract Lithium-ion batteries have become the main power source of many electronic devices. Accurate capacity estimation and cycle life prediction of lithium-ion batteries are of great significance to ensure the reliability of electronic devices. Extreme learning machine(ELM) is a kind of single hidden layer feedforward neural network with fast learning speed and good generalization performance. Considering the shortcomings of deep learning and the increasing size of battery datasets, this paper introduces the idea of Broad Learning(BL) and develops a new ELM model: Broad Learning-Extreme Learning Machine(BL-ELM). First, an ELM network is constructed, and the feature nodes are produced by feature mapping of the input data. Second, the enhancement operation is performed on the mapped features to produce the enhancement nodes. Next, all these two kinds of nodes are merged to become the new input layer of the network, so that the model can quickly and fully obtain effective feature information from the input data. Finally, experiments are performed with different battery datasets. The results show that BL-ELM method can not only ensure the accuracy of estimation and prediction but also save time greatly. Further comparisons with other algorithms show that this novel model is more effective and competitive." @default.
• W3048997617 created "2020-08-21" @default.
• W3048997617 creator A5008768840 @default.
• W3048997617 creator A5072183122 @default.
• W3048997617 creator A5087366755 @default.
• W3048997617 creator A5090675401 @default.
• W3048997617 date "2020-11-01" @default.
• W3048997617 modified "2023-10-17" @default.
• W3048997617 title "The capacity estimation and cycle life prediction of lithium-ion batteries using a new broad extreme learning machine approach" @default.
• W3048997617 cites W1015042224 @default.
• W3048997617 cites W2017136542 @default.
• W3048997617 cites W2026131661 @default.
• W3048997617 cites W2111072639 @default.
• W3048997617 cites W2122040390 @default.
• W3048997617 cites W2738226240 @default.
• W3048997617 cites W2759525351 @default.
• W3048997617 cites W2781564233 @default.
• W3048997617 cites W2781930323 @default.
• W3048997617 cites W2790847194 @default.
• W3048997617 cites W2792573670 @default.
• W3048997617 cites W2805154690 @default.
• W3048997617 cites W2883525675 @default.
• W3048997617 cites W2885578090 @default.
• W3048997617 cites W2889171365 @default.
• W3048997617 cites W2889174225 @default.
• W3048997617 cites W2889731581 @default.
• W3048997617 cites W2890866454 @default.
• W3048997617 cites W2895466770 @default.
• W3048997617 cites W2896616144 @default.
• W3048997617 cites W2899724047 @default.
• W3048997617 cites W2909042961 @default.
• W3048997617 cites W2911437604 @default.
• W3048997617 cites W2924382816 @default.
• W3048997617 cites W2943605924 @default.
• W3048997617 cites W2944517271 @default.
• W3048997617 cites W2944571264 @default.
• W3048997617 cites W2954469450 @default.
• W3048997617 cites W2962032313 @default.
• W3048997617 cites W2966169983 @default.
• W3048997617 cites W2967729973 @default.
• W3048997617 cites W2967756630 @default.
• W3048997617 cites W2969616191 @default.
• W3048997617 cites W2972482957 @default.
• W3048997617 cites W2972633682 @default.
• W3048997617 cites W2972690827 @default.
• W3048997617 cites W2980011983 @default.
• W3048997617 cites W2981984647 @default.
• W3048997617 cites W2982417161 @default.
• W3048997617 cites W2997757557 @default.
• W3048997617 doi "https://doi.org/10.1016/j.jpowsour.2020.228581" @default.
• W3048997617 hasPublicationYear "2020" @default.
• W3048997617 type Work @default.
• W3048997617 sameAs 3048997617 @default.
• W3048997617 citedByCount "85" @default.
• W3048997617 countsByYear W30489976172021 @default.
• W3048997617 countsByYear W30489976172022 @default.
• W3048997617 countsByYear W30489976172023 @default.
• W3048997617 crossrefType "journal-article" @default.
• W3048997617 hasAuthorship W3048997617A5008768840 @default.
• W3048997617 hasAuthorship W3048997617A5072183122 @default.
• W3048997617 hasAuthorship W3048997617A5087366755 @default.
• W3048997617 hasAuthorship W3048997617A5090675401 @default.
• W3048997617 hasConcept C118552586 @default.
• W3048997617 hasConcept C119857082 @default.
• W3048997617 hasConcept C121332964 @default.
• W3048997617 hasConcept C127413603 @default.
• W3048997617 hasConcept C154945302 @default.
• W3048997617 hasConcept C15744967 @default.
• W3048997617 hasConcept C163258240 @default.
• W3048997617 hasConcept C200601418 @default.
• W3048997617 hasConcept C201995342 @default.
• W3048997617 hasConcept C2778541603 @default.
• W3048997617 hasConcept C2779197387 @default.
• W3048997617 hasConcept C2780150128 @default.
• W3048997617 hasConcept C41008148 @default.
• W3048997617 hasConcept C50644808 @default.
• W3048997617 hasConcept C555008776 @default.
• W3048997617 hasConcept C96250715 @default.
• W3048997617 hasConcept C97355855 @default.
• W3048997617 hasConceptScore W3048997617C118552586 @default.
• W3048997617 hasConceptScore W3048997617C119857082 @default.
• W3048997617 hasConceptScore W3048997617C121332964 @default.
• W3048997617 hasConceptScore W3048997617C127413603 @default.
• W3048997617 hasConceptScore W3048997617C154945302 @default.
• W3048997617 hasConceptScore W3048997617C15744967 @default.
• W3048997617 hasConceptScore W3048997617C163258240 @default.
• W3048997617 hasConceptScore W3048997617C200601418 @default.
• W3048997617 hasConceptScore W3048997617C201995342 @default.
• W3048997617 hasConceptScore W3048997617C2778541603 @default.
• W3048997617 hasConceptScore W3048997617C2779197387 @default.
• W3048997617 hasConceptScore W3048997617C2780150128 @default.
• W3048997617 hasConceptScore W3048997617C41008148 @default.
• W3048997617 hasConceptScore W3048997617C50644808 @default.
• W3048997617 hasConceptScore W3048997617C555008776 @default.
• W3048997617 hasConceptScore W3048997617C96250715 @default.
• W3048997617 hasConceptScore W3048997617C97355855 @default.
• W3048997617 hasFunder F4320310931 @default.
• W3048997617 hasFunder F4320321001 @default.

• next