Digital Battery Twin • Pouyan Asgharzadeh • GOTO 2021
This presentation was recorded at GOTO AI Summit 2021. #GOTOcon #GOTOcph
Pouyan Asgharzadeh - Senior machine learning expert & project lead for AI innovation at MHP – A Porsche Company
ABSTRACT
E-mobility, AI and Machine Learning are currently some of the most important topics in the automobile industry.
Dr. Enno Kätelhön and Dr. Pouyan Asgharzadeh focus on the development of Digital Twins with machine learning algorithms.
Together they will dive into the processes behind this technology and elaborate on how AI and Machine Learning are applied to e-mobility [...]
TIMECODES
00:00 Intro
00:32 SAP Asset Management Solutions ()
03:30 Talk intro
05:45 Digital twins
07:44 Enabling technologies
09:22 Machine learning
11:28 The digital twin
13:11 Continuous learning & understanding
15:35 Hybrid modeling approaches
19:02 Advantages of digital twins
19:42 Use case: Digital battery twins
23:26 Outro
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