Machine Learning for Cyber Physical Systems

Prof. Dr.-Ing. Jürgen Beyerer is Professor at the Department for Interactive Real-Time Systems at the Karlsruhe Institute of Technology. In addition he manages the Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB. Prof. Dr. Oliver Niggemann is Professor for Embedded Software Engineering. His research interests are in the field of Distributed Real-time Software and in the fields of analysis and diagnosis of distributed systems. He is a board member of the inIT and a senior researcher at the Fraunhofer Application Center Industrial Automation INA located in Lemgo. Dr. Christian Kühnert is a senior researcher at the Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB. His research interests are in the field of machine-learning, data-fusion and data-driven condition monitoring.

A Concept for the Application of Reinforcement Learning in the Optimization of CAM-Generated Tool Paths.- Semantic Stream Processing in Dynamic Environments Using Dynamic Stream Selection.- Dynamic Bayesian Network-Based Anomaly Detection for In-Process Visual Inspection of Laser Surface Heat Treatment.- A Modular Architecture for Smart Data Analysis using AutomationML, OPC-UA and Data-driven Algorithms.- Cloud-based event detection platform for water distribution networks using machine-learning algorithms.- A Generic Data Fusion and Analysis Platform for Cyber-Physical Systems.- Agent Swarm Optimization: Exploding the search space.- Anomaly Detection in Industrial Networks using Machine Learning.