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[Case Study on Machine Learning Solution] BMW

AI learns engineering expertise! A case study optimizing collision safety.

To BMW, a global manufacturer providing automobiles and motorcycles, we would like to introduce a case study of our machine learning solutions. The collision design of the Body in White (BIW) not only incurs high computational costs but also requires advanced engineering expertise to resolve the conflicting issues of load cases and design criteria. The company successfully automated tasks previously performed by experts using a surrogate model leveraging machine learning (ML), shortening the development cycle and optimizing collision safety. [Case Overview] ■Challenges - Key performance indicators such as energy absorption, peak load levels before failure, local displacement, and weight are very complex. ■Results - The optimization problem methodology was simplified, reducing the number of iterations required for the complex automotive collision structure design. *For more details, please download the PDF or feel free to contact us.