RWTH Summer School - Artificial Intelligence in Production 2023

During this Summer School, you will be introduced to tools, methods, and approaches of AI for image processing in quality inspection. Different use cases will be presented, followed by a discussion of various benefits and limits. During a practical hands-on session, students will learn how to train an AI algorithm. Additionally, several applications are shown, which allow comprehending of possible industrial scenarios.

The course covers algorithms of deep learning and explores their application to predict and prevent equipment failures, optimize maintenance schedules, and reduce downtime. Practical exercises and case studies provide students with an interactive experience in implementing predictive maintenance solutions using real-world datasets.