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Original Articles

Knowledge integration via the fusion of the data models used in automotive production systems

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Pages 1094-1119 | Received 07 Jan 2018, Accepted 13 Jun 2018, Published online: 28 Jun 2018
 

ABSTRACT

In this paper a novel information model that can be used in Manufacturing Execution Systems is presented. The model is based on the fusion of ISA95, AML and OPC UA. ISA95 is used to define, unify and describe the details of a product and production technology. It also enables communication with ERP systems. The AML standard allows information about the production facilities to be presented. The OPC UA address space represents different parts of an information model while the OPC communication protocol enables it to be linked to actual production systems. The proposed concept is illustrated using an actual example of a production line for electronic devices.

Additional information

Funding

This work was supported by Polish National Centre of Research and Development from the project ("Knowledge integrating shop floor management system supporting preventive and predictive maintenance services for automotive polymorphic production framework” (grant agreement no: POIR.01.02.00-00-0307/16-00). The project is realised as Operation 1.2: “B+R sector programs” of Intelligent Development operational program in years 2014-2020 and co-financed by European Regional Development Fund.

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