Matches in SemOpenAlex for { <https://semopenalex.org/work/W4322730890> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W4322730890 endingPage "812" @default.
- W4322730890 startingPage "810" @default.
- W4322730890 abstract "Dear Editor, Any fault of a battery system that is not handled timely can cause catastrophic consequences. Therefore, it is significant to diagnose battery faults early and accurately. Due to the complex nonlinear features and inconsistency of lithium batteries, traditional fault diagnosis methods usually fail to detect battery minor faults in the early stages. Therefore, this letter proposes a real-time unsupervised learning diagnosis approach for early battery faults based on improved principal component analysis. The technique rotates the battery pack voltage sequence into a new coordinate space through linear combination, while the detection metrics of square prediction errors and modified contribution plots are employed to achieve minor fault traceability. In addition, the training sample relies on the voltage sequence of the battery health state instead of the fault data, which is difficult to collect. Moreover, this approach can not only locate the battery cell where the fault occurs but also diagnose battery open-circuit and short-circuit faults as well as the occurrence and duration of the fault in real-time. Furthermore, the feasibility and stability of the proposed method are verified by applying different experimental data. In summary, the presented approach provides an easy-to-implement option that does not require accurate mathematical modeling, expert understanding, and complex computational processes." @default.
- W4322730890 created "2023-03-03" @default.
- W4322730890 creator A5010234425 @default.
- W4322730890 creator A5020671839 @default.
- W4322730890 creator A5024295289 @default.
- W4322730890 creator A5035209807 @default.
- W4322730890 creator A5081431470 @default.
- W4322730890 creator A5083488496 @default.
- W4322730890 date "2023-03-01" @default.
- W4322730890 modified "2023-10-06" @default.
- W4322730890 title "An Early Minor-Fault Diagnosis Method for Lithium-Ion Battery Packs Based on Unsupervised Learning" @default.
- W4322730890 cites W1862394037 @default.
- W4322730890 cites W2790327493 @default.
- W4322730890 cites W2805771039 @default.
- W4322730890 cites W2891965167 @default.
- W4322730890 cites W2972437779 @default.
- W4322730890 cites W2988649691 @default.
- W4322730890 cites W2991630966 @default.
- W4322730890 cites W3000488426 @default.
- W4322730890 cites W3012264837 @default.
- W4322730890 cites W4226105234 @default.
- W4322730890 doi "https://doi.org/10.1109/jas.2023.123099" @default.
- W4322730890 hasPublicationYear "2023" @default.
- W4322730890 type Work @default.
- W4322730890 citedByCount "3" @default.
- W4322730890 countsByYear W43227308902023 @default.
- W4322730890 crossrefType "journal-article" @default.
- W4322730890 hasAuthorship W4322730890A5010234425 @default.
- W4322730890 hasAuthorship W4322730890A5020671839 @default.
- W4322730890 hasAuthorship W4322730890A5024295289 @default.
- W4322730890 hasAuthorship W4322730890A5035209807 @default.
- W4322730890 hasAuthorship W4322730890A5081431470 @default.
- W4322730890 hasAuthorship W4322730890A5083488496 @default.
- W4322730890 hasBestOaLocation W43227308901 @default.
- W4322730890 hasConcept C119599485 @default.
- W4322730890 hasConcept C121332964 @default.
- W4322730890 hasConcept C127313418 @default.
- W4322730890 hasConcept C127413603 @default.
- W4322730890 hasConcept C152745839 @default.
- W4322730890 hasConcept C154945302 @default.
- W4322730890 hasConcept C163258240 @default.
- W4322730890 hasConcept C165205528 @default.
- W4322730890 hasConcept C165801399 @default.
- W4322730890 hasConcept C172707124 @default.
- W4322730890 hasConcept C175551986 @default.
- W4322730890 hasConcept C200601418 @default.
- W4322730890 hasConcept C2778112365 @default.
- W4322730890 hasConcept C41008148 @default.
- W4322730890 hasConcept C54355233 @default.
- W4322730890 hasConcept C555008776 @default.
- W4322730890 hasConcept C62520636 @default.
- W4322730890 hasConcept C86803240 @default.
- W4322730890 hasConceptScore W4322730890C119599485 @default.
- W4322730890 hasConceptScore W4322730890C121332964 @default.
- W4322730890 hasConceptScore W4322730890C127313418 @default.
- W4322730890 hasConceptScore W4322730890C127413603 @default.
- W4322730890 hasConceptScore W4322730890C152745839 @default.
- W4322730890 hasConceptScore W4322730890C154945302 @default.
- W4322730890 hasConceptScore W4322730890C163258240 @default.
- W4322730890 hasConceptScore W4322730890C165205528 @default.
- W4322730890 hasConceptScore W4322730890C165801399 @default.
- W4322730890 hasConceptScore W4322730890C172707124 @default.
- W4322730890 hasConceptScore W4322730890C175551986 @default.
- W4322730890 hasConceptScore W4322730890C200601418 @default.
- W4322730890 hasConceptScore W4322730890C2778112365 @default.
- W4322730890 hasConceptScore W4322730890C41008148 @default.
- W4322730890 hasConceptScore W4322730890C54355233 @default.
- W4322730890 hasConceptScore W4322730890C555008776 @default.
- W4322730890 hasConceptScore W4322730890C62520636 @default.
- W4322730890 hasConceptScore W4322730890C86803240 @default.
- W4322730890 hasFunder F4320321001 @default.
- W4322730890 hasIssue "3" @default.
- W4322730890 hasLocation W43227308901 @default.
- W4322730890 hasOpenAccess W4322730890 @default.
- W4322730890 hasPrimaryLocation W43227308901 @default.
- W4322730890 hasRelatedWork W1979928167 @default.
- W4322730890 hasRelatedWork W2039955659 @default.
- W4322730890 hasRelatedWork W2222898549 @default.
- W4322730890 hasRelatedWork W2415759810 @default.
- W4322730890 hasRelatedWork W3017033472 @default.
- W4322730890 hasRelatedWork W3169899172 @default.
- W4322730890 hasRelatedWork W4283525651 @default.
- W4322730890 hasRelatedWork W4313563372 @default.
- W4322730890 hasRelatedWork W4385236387 @default.
- W4322730890 hasRelatedWork W3127261485 @default.
- W4322730890 hasVolume "10" @default.
- W4322730890 isParatext "false" @default.
- W4322730890 isRetracted "false" @default.
- W4322730890 workType "article" @default.