The Case for AI/ML in Additive Manufacturing

Brought to you by the SME AM Technical Community

Additive Manufacturing (AM), also known as 3D printing, has revolutionized manufacturing by enabling the creation of complex geometries with unprecedented design freedom. However, realizing the full potential of AM requires overcoming significant challenges related to process optimization, quality control, and design exploration. This panel will explore the transformative role of Artificial Intelligence (AI) and Machine Learning (ML) in addressing these challenges. We will delve into cutting-edge research and applications, including: (1) AI-powered process optimization: Utilizing ML algorithms to optimize process parameters for improved part quality and qualification (2) Intelligent monitoring and control: Implementing AI- and ML-driven systems to predict and prevent build failures, detect defects in real time, and ensure consistent part quality. (3) Design exploration and generative design: Leveraging AI and ML algorithms to generate novel and optimized designs tailored to specific applications and constraints, unlocking new possibilities in product innovation. This panel will bring together leading researchers and industry experts to discuss the latest advancements, share best practices, and address the challenges and opportunities presented by the integration of AI and ML in the evolving landscape of additive manufacturing.