Convolutional Neural Network for Quality Control
SUMMARY Convolutional Neural Networks (CNNs) have become one of the most powerful tools in the realm of visual data processing, especially for tasks like quality…
Course type: Lesson
Preprocessing for Convolutional Neural Network
SUMMARY Effective preprocessing is key to turning raw visual data into a resource that AI models can use to accurately detect anomalies in manufacturing. But…
Digital Twins - Virtual Commissioning
SUMMARY This nugget offers a deployment example within SUPSI mini-factory, through OPC-UA (Open Platform Communications – Unified Architecture). It consists of five chapters: the first…
Modelling of the chip formation process
SUMMARY The nugget describes the need of modelling of the chip formation process in machining or cutting processes. Although significant advances have been made in…
Data-driven decision-making: key roles and internal organizational mechanisms
SUMMARY Differences between data, information and knowledge. Their role in decision-making and process control/optimization through some examples (e.g. temperature control for quenching).
Introduction to AR, VR and MR
SUMMARY Augmented, Virtual and Mixed Reality are new technologies for human machine interaction that gain a lot of attention during Industry 4.0
Quiz: Printing basics for teachers
SUMMARY This is a quiz nugget designed to test your knowledge at the end of the Learning Path for ‘Printing basics for teachers’.
An introduction to Design Thinking for primary school children
Design Thinking is an approach used by companies, educational institutions, innovators, organisations and communities to discover in-depth insights into the true needs of users of…
How to slice a 3D model for printing
SUMMARY We aim to help teachers of primary school pupils to get started with 3D printing in the classroom. If possible, we strongly recommend at…
Tips for successful 3D design and printing in the classroom
SUMMARY We aim to help teachers of primary school pupils to get started with 3D printing in the classroom. If possible, we strongly recommend at…