Abburu, SaileshSaileshAbburuBerre, Arne J.Arne J.BerreJacoby, MichaelMichaelJacobyRoman, DumitruDumitruRomanStojanovic, LjiljanaLjiljanaStojanovicStojanovic, NenadNenadStojanovic2022-03-142022-03-142020https://publica.fraunhofer.de/handle/publica/40881110.1109/ICE/ITMC49519.2020.9198403The concepts of Hybrid and Cognitive Digital Twin are introduced as elements of the next level of process control and automation in the process and manufacturing industry. We propose an architecture for the implementation of Hybrid and Cognitive Twins as part of the COGNITWIN software toolbox. The toolbox is designed to cover cognitive capabilities for optimal operations and maintenance of process equipment and assets, thereby minimizing production overheads and increasing efficiencies for the process industry. Furthermore, we identify a set of relevant use cases in the process industry and discuss the possible applicability and use of the toolbox.enprocess industryintelligent factoriesDigitalTwinssoftware architecturesoftware toolbox004670conference paper