Flexible Production Systems: Automated Generation of Operations Plans Based on ISA-95 and PDDL
Bernhard Wally, Jir\'i Vysko\v{c}il, Petr Nov\'ak, Christian Huemer,, Radek \v{S}indel\'a\v{r}, Petr Kadera, Alexandra Mazak, Manuel Wimmer
TL;DR
This paper presents a model-driven engineering approach that transforms production system models into planning-compatible formats, enabling automated operation planning and enriching system knowledge.
Contribution
It introduces a novel MDE-based method for converting production models into formats suitable for planning tools, facilitating automated plan generation.
Findings
Automated generation of production operation plans
Enhanced production system models with planning data
Improved integration of formal models and planning tools
Abstract
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.
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