Flexible Production Systems: Automated Generation of Operations Plans based on ISA-95 and PDDL

Bernhard Wally; Jiri Vyskocil; Petr Novak; Christian Huemer; Petr Kadera; Alexandra Mazak; Manuel Wimmer

doi:10.1109/LRA.2019.2929991

Flexible Production Systems: Automated Generation of Operations Plans based on ISA-95 and PDDL

Bernhard Wally, Jiri Vyskocil, Petr Novak, Christian Huemer, Petr Kadera, Alexandra Mazak, Manuel Wimmer

Institute of Business Informatics - Software Engineering

Research output: Contribution to journal › Article › peer-review

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.

Original language	English
Pages (from-to)	4062-4069
Number of pages	8
Journal	IEEE Robotics and Automation Letters
Volume	4
Issue number	4
DOIs	https://doi.org/10.1109/LRA.2019.2929991
Publication status	Published - Oct 2019

Fields of science

202005 Computer architecture
202017 Embedded systems
102 Computer Sciences
102002 Augmented reality
102006 Computer supported cooperative work (CSCW)
102015 Information systems
102020 Medical informatics
102022 Software development
102034 Cyber-physical systems
201132 Computational engineering
201305 Traffic engineering
207409 Navigation systems
502032 Quality management
502050 Business informatics

JKU Focus areas

Digital Transformation

Access to Document

10.1109/LRA.2019.2929991

Cite this

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title = "Flexible Production Systems: Automated Generation of Operations Plans based on ISA-95 and PDDL",

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.",

author = "Bernhard Wally and Jiri Vyskocil and Petr Novak and Christian Huemer and Petr Kadera and Alexandra Mazak and Manuel Wimmer",

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AU - Wally, Bernhard

AU - Vyskocil, Jiri

AU - Novak, Petr

AU - Huemer, Christian

AU - Kadera, Petr

AU - Mazak, Alexandra

AU - Wimmer, Manuel

PY - 2019/10

Y1 - 2019/10

N2 - 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.

AB - 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.

UR - https://ieeexplore.ieee.org/document/8767927

U2 - 10.1109/LRA.2019.2929991

DO - 10.1109/LRA.2019.2929991

M3 - Article

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JO - IEEE Robotics and Automation Letters

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Flexible Production Systems: Automated Generation of Operations Plans based on ISA-95 and PDDL

Abstract

Fields of science

JKU Focus areas

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CDL-MINT Christian Doppler Laboratory for Model-Integrated Smart Production

Cite this

Flexible Production Systems: Automated Generation of Operations Plans based on ISA-95 and PDDL

Abstract

Fields of science

JKU Focus areas

Access to Document

Other files and links

Projects

CDL-MINT Christian Doppler Laboratory for Model-Integrated Smart Production

Cite this