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Towards a Formal Specification of Production Processes Suitable for Automatic Execution

Authors :
Vještica, Marko
Dimitrieski, Vladimir
Pisarić, Milan
Kordić, Slavica
Ristić, Sonja
Luković, Ivan
Vještica, Marko
Dimitrieski, Vladimir
Pisarić, Milan
Kordić, Slavica
Ristić, Sonja
Luković, Ivan
Source :
Open Computer Science
Publication Year :
2021

Abstract

Technological advances and increasing customer need for highly customized products have triggered a fourth industrial revolution. A digital revolution in the manufacturing industry is enforced by introducing smart devices and knowledge bases to form intelligent manufacturing information systems. One of the goals of the digital revolution is to allow flexibility of smart factories by automating shop floor changes based on the changes in input production processes and ordered products. In order to make this possible, a formal language to describe production processes is needed, together with a code generator for its models and an engine to execute the code on smart devices. Existing process modeling languages are not usually tailored to model production processes, especially if models are needed for automatic code generation. In this paper we propose a research on Industry 4.0 manufacturing using a Domain-Specific Modeling Language (DSML) within a Model-Driven Software Development (MDSD) approach to model production processes. The models would be used to generate instructions to smart devices and human workers, and gather a feedback from them during the process execution. A pilot comparative analysis of three modeling languages that are commonly used for process modeling is given with the goal of identifying supported modeling concepts, good practices and usage patterns.

Details

Database :
OAIster
Journal :
Open Computer Science
Notes :
Open Computer Science
Publication Type :
Electronic Resource
Accession number :
edsoai.on1388682411
Document Type :
Electronic Resource