selected publications

• academic article

  • Reinforcement learning methods based on GPU accelerated industrial control hardware.  Neural Computing and Applications.  33:12191-12207. 2021
  • A software architecture for a multi-axis additive manufacturing path-planning tool.  Procedia CIRP.  88:433-438. 2020
  • Connected production planning and control systems – implementation and the optimization process for subcontracting.  Procedia CIRP.  88:191-196. 2020
  • Production planning and control systems – a new software architecture Connectivity in target.  Procedia CIRP.  2019
  • Securing the Data Flow for Blockchain Technology in a Production Environment.  IFAC-PapersOnLine.  52:125-130. 2019

• conference paper

  • TSN-based Converged Industrial Networks: Evolutionary Steps and Migration Paths.  . 2020
  • Control architecture for embedding reinforcement learning frameworks on industrial control hardware.  . 2020
  • Platform architecture concept for the composition of collective cloud manufacturing.  . 2018