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AI in Automotive Engineering for Enhanced Products and Processes

  • 01-07-2025
  • Special
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Excerpt

Artificial intelligence is revolutionizing the automotive industry, not just in the final products but also in the engineering processes themselves. This article examines how AI is being harnessed to drive innovation, from image processing and voice control to predictive maintenance and digital twins. It highlights the challenges companies face in managing data, ensuring confidentiality, and integrating AI solutions effectively. The article introduces FEV's systems engineering solution, Cube, which provides a structured framework for AI use cases, ensuring clear context and dependencies. Additionally, it presents the GenAiHub, a centrally managed platform for secure data management and efficient AI deployment. The article also delves into three specific use cases: AI-driven requirements engineering, hybrid modeling for complex propulsion systems, and the use of small language models for in-car HMI personalization. These examples illustrate the potential of AI to enhance both engineering processes and automotive products, offering significant efficiency gains and new business opportunities. By adopting a systematic approach, companies can overcome the challenges of scattered AI initiatives and fully leverage the power of AI in the automotive sector.

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Title
AI in Automotive Engineering for Enhanced Products and Processes
Authors
Kevin Heinen
Lukas Schäfers
Joschka Schaub
Dr. Hendrik Ruppert
Publication date
01-07-2025
Publisher
Springer Fachmedien Wiesbaden
Published in
MTZ worldwide / Issue 7-8/2025
Electronic ISSN: 2192-9114
DOI
https://doi.org/10.1007/s38313-025-2089-3
    Image Credits
    AVL List GmbH/© AVL List GmbH, dSpace, BorgWarner, Smalley, FEV, Xometry Europe GmbH/© Xometry Europe GmbH, The MathWorks Deutschland GmbH/© The MathWorks Deutschland GmbH, IPG Automotive GmbH/© IPG Automotive GmbH, HORIBA/© HORIBA, Outokumpu/© Outokumpu, Hioko/© Hioko, Head acoustics GmbH/© Head acoustics GmbH, Gentex GmbH/© Gentex GmbH, Ansys, Yokogawa GmbH/© Yokogawa GmbH, Softing Automotive Electronics GmbH/© Softing Automotive Electronics GmbH, measX GmbH & Co. KG