This module provides an overview of Artificial Intelligence technologies and their application in manufacturing as a core component of Industry 4.0. Understand the different classifications of A.I. technologies and their role in cognitive manufacturing. Learn about fundamental machine learning and deep learning techniques. Explore real-world applications of A.I. in smart manufacturing.
Part 1 – Introduction to Artificial Intelligence (11 minutes)
- Examples of A.I. uses in different industries
- A.I. as an enabler of cognitive manufacturing
- Classification of A.I. technologies
Part 2 – Overview of A.I. Technologies (23 minutes)
- Difference between A.I., Machine Learning and Deep Learning
- Overview of Machine Learning techniques (supervised learning, unsupervised learning and reinforcement learning)
- Introduction to Deep Learning and Convolutional Neural Networks (CNN)
- The role of Explainable A.I.
Part 3 – Examples of A.I. Applications in Manufacturing (25 minutes)
- Fields of application of A.I. in manufacturing
- Training of collaborative robots for sorting parts
- Computer vision based A.I. for quality inspection
- A.I. training and data mining
- Increasing Enterprise Resource Planning efficiency using A.I.
