Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung IOSB

ML4CPS – Machine Learning for Cyber Physical Systems and Industry 4.0

ML4CPS – Machine Learning for Cyber Physical Systems and Industry 4.0

Machine Learning 4 Cyber Physical Systems

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 4th Conference on Machine Learning for Cyber Physical Systems and Industry 4.0 - ML4CPS - addresses these topics.

 

 We are looking forward to welcoming you to Karlsruhe
on the 23. - 24. October 2018 in !

 

Main topics of the conference are:

Machine Learning Methods – Deep Learning

  • Learning of automata and state-based systems
  • Time series prediction
  • Dimensionality reduction
  • Clustering, classification

Data Stream Processing

  • Real-time enabled algorithms
  • Online learning
  • Distributed learning

Applications in Machine Learning in Industry 4.0 and Cyber-physical systems

  • (Self-) Diagnosis
  • Predictive Maintenance
  • Condition Monitoring
  • Anomalieerkennung / Event-Detection
  • Image processing in production
  • Pattern recognition

 

The conference offers a forum to present new approaches to Machine Learning for Cyber Physical Systems, to discuss experiences and to develop visions. Therefore, the conference addresses researchers and users from different industry sectors such as production technology, automation, automotive and telecommunication.

 

Chairmen

Professor Dr.-Ing. habil. Jürgen Beyerer, Fraunhofer Institut IOSB
Professor Dr. rer. nat. Oliver Niggemann, Fraunhofer IOSB-INA

 

 

We are looking forward to welcome you in Karlsruhe

 

For more information and registration to the conference please contact

 

christian.kuehnert@iosb.fraunhofer.de