Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297660014> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4297660014 abstract "This paper proposes a fully unsupervised methodology for the reliable extraction of latent variables representing the characteristics of lithium-ion batteries (LIBs) from electrochemical impedance spectroscopy (EIS) data using information maximizing generative adversarial networks. Meaningful representations can be obtained from EIS data even when measured with direct current and without relaxation, which are difficult to express when using circuit models. The extracted latent variables were investigated as capacity degradation progressed and were used to estimate the discharge capacity of the batteries by employing Gaussian process regression. The proposed method was validated under various conditions of EIS data during charging and discharging. The results indicate that the proposed model provides more robust capacity estimations than the direct capacity estimations obtained from EIS. We demonstrate that the latent variables extracted from the EIS data measured with direct current and without relaxation reliably represent the degradation characteristics of LIBs." @default.
- W4297660014 created "2022-09-30" @default.
- W4297660014 creator A5030049703 @default.
- W4297660014 creator A5071080919 @default.
- W4297660014 creator A5086851897 @default.
- W4297660014 date "2021-07-02" @default.
- W4297660014 modified "2023-09-30" @default.
- W4297660014 title "Impedance-based Capacity Estimation for Lithium-Ion Batteries Using Generative Adversarial Network" @default.
- W4297660014 doi "https://doi.org/10.48550/arxiv.2107.06177" @default.
- W4297660014 hasPublicationYear "2021" @default.
- W4297660014 type Work @default.
- W4297660014 citedByCount "0" @default.
- W4297660014 crossrefType "posted-content" @default.
- W4297660014 hasAuthorship W4297660014A5030049703 @default.
- W4297660014 hasAuthorship W4297660014A5071080919 @default.
- W4297660014 hasAuthorship W4297660014A5086851897 @default.
- W4297660014 hasBestOaLocation W42976600141 @default.
- W4297660014 hasConcept C119599485 @default.
- W4297660014 hasConcept C119857082 @default.
- W4297660014 hasConcept C127413603 @default.
- W4297660014 hasConcept C147597530 @default.
- W4297660014 hasConcept C147789679 @default.
- W4297660014 hasConcept C15744967 @default.
- W4297660014 hasConcept C163716315 @default.
- W4297660014 hasConcept C17525397 @default.
- W4297660014 hasConcept C17829176 @default.
- W4297660014 hasConcept C185592680 @default.
- W4297660014 hasConcept C2776029896 @default.
- W4297660014 hasConcept C2779679103 @default.
- W4297660014 hasConcept C41008148 @default.
- W4297660014 hasConcept C51167844 @default.
- W4297660014 hasConcept C52859227 @default.
- W4297660014 hasConcept C7040849 @default.
- W4297660014 hasConcept C76155785 @default.
- W4297660014 hasConcept C77805123 @default.
- W4297660014 hasConceptScore W4297660014C119599485 @default.
- W4297660014 hasConceptScore W4297660014C119857082 @default.
- W4297660014 hasConceptScore W4297660014C127413603 @default.
- W4297660014 hasConceptScore W4297660014C147597530 @default.
- W4297660014 hasConceptScore W4297660014C147789679 @default.
- W4297660014 hasConceptScore W4297660014C15744967 @default.
- W4297660014 hasConceptScore W4297660014C163716315 @default.
- W4297660014 hasConceptScore W4297660014C17525397 @default.
- W4297660014 hasConceptScore W4297660014C17829176 @default.
- W4297660014 hasConceptScore W4297660014C185592680 @default.
- W4297660014 hasConceptScore W4297660014C2776029896 @default.
- W4297660014 hasConceptScore W4297660014C2779679103 @default.
- W4297660014 hasConceptScore W4297660014C41008148 @default.
- W4297660014 hasConceptScore W4297660014C51167844 @default.
- W4297660014 hasConceptScore W4297660014C52859227 @default.
- W4297660014 hasConceptScore W4297660014C7040849 @default.
- W4297660014 hasConceptScore W4297660014C76155785 @default.
- W4297660014 hasConceptScore W4297660014C77805123 @default.
- W4297660014 hasLocation W42976600141 @default.
- W4297660014 hasOpenAccess W4297660014 @default.
- W4297660014 hasPrimaryLocation W42976600141 @default.
- W4297660014 hasRelatedWork W1976885753 @default.
- W4297660014 hasRelatedWork W1980371310 @default.
- W4297660014 hasRelatedWork W2049120052 @default.
- W4297660014 hasRelatedWork W2068194413 @default.
- W4297660014 hasRelatedWork W2068623945 @default.
- W4297660014 hasRelatedWork W233860849 @default.
- W4297660014 hasRelatedWork W2502258324 @default.
- W4297660014 hasRelatedWork W2529997651 @default.
- W4297660014 hasRelatedWork W3095610626 @default.
- W4297660014 hasRelatedWork W3206015748 @default.
- W4297660014 isParatext "false" @default.
- W4297660014 isRetracted "false" @default.
- W4297660014 workType "article" @default.