p4

Development of new types of user concepts for controlling and monitoring digital production

Selected publications

Here a few selected publications are listed, which were published in the progression of the sub-project and are thematically related to it.

About data analysis with machine learning and neural networks:

• Applied Machine Learning: Predicting Behaviour of Industrial Units from Climate Data

About interactive clustering using the interactive K-Means algorithm

• Using Interactive Visual Analytics to analyze Influences of Climate on Industrial Production
• Data Visualization and Evaluation for Industry 4.0 using an interactive k-Means Algorithm
• Visual Analytics zur Auswertung von Daten für die Industrie 4.0 (German)

About virtual sensors and data analyses

• Virtuelle Kraftsensorik zur Verschleißerkennung auf Basis von Tracedaten beim Fräsen

About information visualization

• Innovative Interaktions- und Visualisierungskonzepte zur Datenanalyse in der Produktion

Small Smart Factory – ISAC Demonstrator

• See our YouTube channel https://www.youtube.com/channel/UCy7iULKRmeYStWiXC-MJWew
• See Demonstrator
• See Analysis
• See WebGL Application
• See tracking support with NFC stations part

Data Ocean Framework

Data Ocean Framework repository

Industry Icon Set

Find all Files and information in our industry icon set part