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- Authors:
- Karnehm, Dominic; Samanta, Akash; Anekal, Latha; Pohlmann, Sebastian; Neve, Antje; Williamson, Sheldon
- Document type:
- Zeitschriftenartikel / Journal Article
- Title:
- Comprehensive Comparative Analysis of Deep-Learning-Based State-of-Charge Estimation Algorithms for Cloud-Based Lithium-Ion Battery Management Systems
- Journal:
- IEEE Journal of Emerging and Selected Topics in Industrial Electronics
- Volume:
- 5
- Issue:
- 2
- Year:
- 2024
- Pages from - to:
- 597-604
- Language:
- Englisch
- Keywords:
- Cloud computing ; Estimation ; Computer architecture ; Long short term memory ; State of charge ; Computational modeling ; Microprocessors ; Artificial intelligence ; battery management system (BMS) ; cloud computing ; data-driven techniques ; digital twining ; electric vehicles (EVs) ; lithium-ion batteries ; machine learning ; state estimation
- ISSN:
- 2687-9735 ; 2687-9743
- DOI:
- 10.1109/JESTIE.2024.3373267
- Department:
- Fakultät für Elektrotechnik und Technische Informatik
- Institute:
- ETTI 2 - Institut für Verteilte Intelligente Systeme
- Chair:
- Neve, Antje
- Open Access yes or no?:
- Nein / No
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