selected publications

• academic article

  • A CPPS-architecture and workflow for bringing agent-based technologies as a form of artificial intelligence into practice.  Automatisierungstechnik.  70:580-598. 2022
  • A control architecture for continuous production processes based on industry 4.0: water supply systems application.  Journal of Intelligent Manufacturing.  32:2061-2081. 2021
  • Correction to: Cyber-physical production systems architecture based on multi-agent’s design pattern—comparison of selected approaches mapping four agent patterns.  The International Journal of Advanced Manufacturing Technology.  105:4035-4035. 2019
  • Cyber-physical production systems architecture based on multi-agent’s design pattern—comparison of selected approaches mapping four agent patterns.  The International Journal of Advanced Manufacturing Technology.  105:4005-4034. 2019

• chapter

  • Implementing Industrial Control Automation for Holonic Manufacturing Systems Based on the Production Unit Architecture.  Studies in computational intelligence. 2018
  • Proportional Reliability of Agent-Oriented Software Engineering for the Application of Cyber Physical Production Systems.  Studies in computational intelligence. 2018

• conference paper

  • Industrial Artificial Intelligence: A Predictive Agent Concept for Industry 4.0.  2022 IEEE 20th International Conference on Industrial Informatics (INDIN). 2022