AI tutorial Predictive Maintenance

fortiss wants to make the topic of artificial intelligence (AI) tangible for companies in this field and has developed the AI tutorial Predictive Maintenance as part of the Mittelstand-Digital Zentrum Augsburg.

Preventing a technical failure with AI – this tutorial demonstrates the applications of learning algorithms for predictive maintenance. The sensor values of a turbine are used as a data set, which runs until a failure occurs. AI methods are used to assess whether the engine is currently in a potentially critical state.

It is helpful if you have already come into contact with the Python programming language, but it is not essential. Otherwise, technical computer skills (e.g. installation of software) that go beyond pure Office knowledge are sufficient.

Contents

• Brief introduction to the data and how to work with it
• Demonstration of existing AI approaches and how they are used
• Demonstration of common software libraries that implement AI methods

Your benefits

• You get an initial overview of the AI landscape
• You will be shown possible areas of application for AI and your own ideas will be stimulated
• After completing the tutorial, you will ideally know in which direction your research on the topic of AI should continue

The digital learning offer provides companies with the opportunity to learn independently and get to know different AI areas. Thanks to the online format and a detailed explanation, the online tutorial can be completed at your own pace.