THE ROLE OF ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE DESIGN
Keywords:
Automotive industry, Simulation, Artificial intelligence, Application, Desing, CAEAbstract
This article shows the role of the automotive industry as the largest global market, with shorter development cycles putting pressure on suppliers and the supply chain. Article explores the application of artificial intelligence in the automotive industry, highlighting its potential to improve the entire automotive life cycle. AI can be applied in various stages of development, including design, production, planning, driver assistance, and collision avoidance systems. The article introduces the concept of AI and emphasizes its significant role in the automotive industry, from design to operation. The development of big data sensing, recording, and storage offers a significant opportunity to understand automotive performance, leading to a safer and better vehicle. The application of AI in the automotive industry is anticipated to significantly transform the industry. High-performance computing infrastructure and simulation methods have improved product performance, but simulation time is a bottleneck in engineers' design loop. Artificial Intelligence significantly enhances engineering companies by enabling real-time, simulation-driven design workflows. AI has significantly reduced development efforts and vehicle design campaigns by utilizing data from past vehicle development and smarter use of computer-aided engineering analysis (CAE) tools. Artificial intelligence has significantly improved our comfort, ease, and economic future by providing solutions to daily problems and challenges. Countries worldwide are investing in developing and promoting AI applications in various fields, ensuring a more efficient and economic future for all. This trend is driven by the global effort to overcome challenges and improve daily life. The data-driven analysis highlights the transformative impact of AI on automotive manufacturing and design, highlighting its role as a driving force for innovation and shaping the industry's future. The article highlights how advanced technologies can enhance the automotive industry's efficiency and customer focus, from product development to customer engagement, thereby improving overall operations and activities.
References
Anindya, D. (2019). High Strain Rate Deformation of Automotive Grade Steels. Thesis for: Ph.D
BMW Group. (2016). BMW Partners up with IBM to Add Watson’s Cognitive Computing.
Carsten, O. (2014). Adjoint methods for car aerodynamics. Journal of Mathematics in Industry. Springer Opern.
Czinger. (2021): https://www.czinger.com/model-21c
Cadillac vehicles (2020). https://www.cadillac.com/electric/celestiq
Dr. Ing. h.c. F. Porsche AG. (2020). https://media.porsche.com/mediakit/porsche-innovationen/en/porsche-innovationen/3d-printed-pistons
Herbert, E. (2001). Virtual Vehicle Development in the Concept Stage-Current Status of CAE and Outlook on the Future.
John, B. (2015). 10 Innovative Tech Features in the latest Vehicles. Computerworld.
Jess, L. (2016, June 1). NVH Analysis: Can You Hear That? [Blog post]. Retrieved From: https://www.digitalengineering247.com/article/nvh-can-you-hear-that/nvh
Juan, C.C.P. (2023, October 20). Titanium 3D Printing – The Ultimate Guide [Blog post]. Retrieved From: https://all3dp.com/1/3d-printing-titanium-methods-printers-applications/
Lyudmyla, N. Impact of AI in Automotive Industry. Ignite.
Matthias, K., Asutosh, P., Andreas, T., & Dominik, W. (2018). AI as Auto Company’s New Engine of Values. Mckinsey & Company.
Mario, H., Wilhelm, D., Anton, G., & Lang, J. (2013). Integrated Computer-Aided Design in Automotive Development. Springer.
Ministry of Transportation, India. (2017). Road Accidents Causalities.
Natashah, H. (2018, November 26). BigRep reveals "world's first" fully 3D-printed motorbike [Blog post]. Retrieved From: https://www.dezeen.com/2018/11/26/bigrep-3d-printed-motorbike-nera/
Oxford. (2016). Artificial intelligence. Oxford Dictionary.
Pallab, D. (2016). Introduction to Artificial Intelligence. Kharagpur. Indian Institute of Technology.
Sunu, P.(2017). 5 ways AI is driving the automobile industry. Big Data Made Simple.
Tims Jones, M. (2017) Guide to Artificial Intelligence Machine Learning and Cognitive Computing. IBM DeveloperWorks.
Vincent, Z. (2023, June 2). What is the Difference Between CAD and CAE? [Blog post]. Retrieved From: https://www.simscale.com/blog/difference-between-cad-and-cae/