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Published in: ATZelectronics worldwide 12/2021

01-12-2021 | Cover Story

Artificial Intelligence Framework for the Optimization of Components and Systems

Authors: Christian Lensch-Franzen, Marcus Gohl, Oleg Birkholz, Dominic Becker

Published in: ATZelectronics worldwide | Issue 12/2021

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Excerpt

New drive technologies and Artificial Intelligence (AI) are revolutionizing developments in areas such as autonomous driving, driver assistance and driving dynamics. The transformation towards electromobility creates powerful energy storage systems - if optimized, they contribute to the conservation of raw material resources. APL's Artificial Intelligence Framework (A²I) develops AI-based models for battery management systems, among other things, which offer range optimization and predictive maintenance via appropriate condition diagnostics. …
Metadata
Title
Artificial Intelligence Framework for the Optimization of Components and Systems
Authors
Christian Lensch-Franzen
Marcus Gohl
Oleg Birkholz
Dominic Becker
Publication date
01-12-2021
Publisher
Springer Fachmedien Wiesbaden
Published in
ATZelectronics worldwide / Issue 12/2021
Electronic ISSN: 2524-8804
DOI
https://doi.org/10.1007/s38314-021-0708-6

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