Flexible Production Systems: Automated Generation of Operations Plans Based on ISA-95 and PDDL
|Result of project:||Cluster 4.0 – Methodology of System Integration|
|Authors:||Wally, B., Vyskočil, J., Novák, P., Huemer, Ch., Šindelář, R., Kadera, P., Mazak, A., and Wimmer, M.|
|Published in:||IEEE Robotics and Automation Letters (Volume: 4, Issue: 4, October 2019)|
Model-driven engineering (MDE) provides tools and methods for the manipulation of formal models. In this letter, we leverage MDE for the transformation of production system models into flat files that are understood by general purpose planning tools and that enable the computation of “plans”, i.e., sequences of production steps that are required to reach certain production goals. These plans are then merged back into the production system model, thus enriching the formalized production system knowledge.
This project has received funding from the Ministry of Education, Youth and Sports, program Operational Programme Research, Development and Education under agreement No. EF16_026/0008432.