Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung IOSB

5th ML4CPS Conference

5th ML4CPS Conference

The ML4CPS conference will take place from 12 - 13 March 2020 at Fraunhofer-Forum Berlin.
The event is dedicated to the topics of machine learning, industrial analytics and the use of machine learning (ML) in production.

 

Planned topics of the next ML4CPS conference

Cyber Physical Systems are characterized by their ability to adapt and to learn: They analyze their environment and, based on observations, they learn patterns, correlations and predictive models. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis.

Nowadays machines can learn und develop self-maintaining procedures, meaning that those systems can provide a broad range of substantial improvements if introduced in production. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis.

The 5th Conference on Machine Learning for Cyber Physical Systems and Industry 4.0 - ML4CPS - addresses these topics.

 

Picture: Armin Okulla / © Fraunhofer-Gesellschaft.

Optimization of production by ML/KI

  • Linking sensor data with business processes
  • Autonomous AI systems in industry
  • Automated machine learning in mechanical engineering
  • Predictive models for machine behavior
 
Intelligent Data - Data-based Automation

  • Deep Learning and Reinforcement Learning in Robotics
  • Use of simulation for machine learning Error detection in the process industry
 
New business models through ML / AI in production

  • Machine Learning for IT Security, Smart Safety
  • Customer specific requirements
  • Use of Edge Computing and Digital Twin
 
For more details please see the conference agenda.

Registration is open on the website of SV-Veranstaltungen.
 
 
The conference addresses researchers and users from different industry sectors such as production technology, automation, automotive and telecommunication.

 

Venue:

Anna-Louisa-Karsch-Str. 2
10178 Berlin
Germany

 

The ML4CPS conference is organized by Fraunhofer IOSB and SV-Veranstaltungen.