Digital Battery Twin • Pouyan Asgharzadeh • GOTO 2021

This presentation was recorded at GOTO AI Summit 2021. #GOTOcon #GOTOcph https://gotocph.com/ai-summit 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 (https://youtu.be/aXayGGzsSKQ) 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 Rread the full abstract here: https://gotocph.com/ai-summit/sessions/1986/digital-battery-twin RECOMMENDED BOOKS Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ Holden Karau, Trevor Grant, Boris Lublinsky, Richard Liu & Ilan Filonenko • Kubeflow for Machine Learning • https://amzn.to/3JVngcx Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • https://amzn.to/3AQmIRg Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • https://amzn.to/2ZD7t0x Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • https://amzn.to/3m9HNjP Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow • https://amzn.to/2XZaQy8 https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.facebook.com/GOTOConferences #DigitalTwins #DigitalBatteryTwins #AI #ML #ArtificialIntelligence #MachineLearning #PouyanAsgharzadeh #Porsche #TWAICE #MHP #SAP #DataScience #Data #Programming #Duality #Clustering #ContinuousImprovement Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech Sign up for updates and specials at https://gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1 Video Credit SAP Industries: https://youtu.be/aXayGGzsSKQ