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Designing Intelligent Factory: Conceptual Framework and Empirical Validation

Abstract

This paper presents a framework for monitoring, analysing and decision making for a smart manufacturing environment. We maintain that this approach could play a vital role in developing an architecture and implementation of Industry 4.0. The proposed model has features like experience based knowledge representation and semantic analysis of engineering objects and manufacturing process. It is also capable of continuous real time visualization of key performance indicators (KPI’s) and supports M2M communications over novel protocols like OPC-UA. Our model covers the industrial manufacturing cycle right from capturing raw data at machine level, converting it into useful information, doing semantics analysis and performs real time KPI visualization.

Citations

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Authors (5)

Keywords

Details

Category:
Conference activity
Type:
materiały konferencyjne indeksowane w Web of Science
Published in:
Procedia Computer Science no. 96, pages 1801 - 1808,
ISSN: 1877-0509
Title of issue:
20th International Conference on Knowledge - Based and Intelligent Information and Engineering Systems (KES) strony 1801 - 1808
ISSN:
1877-0509
Language:
English
Publication year:
2016
Bibliographic description:
Shafiq S., Velez G., Toro C., Sanin C., Szczerbicki E..: Designing Intelligent Factory: Conceptual Framework and Empirical Validation, W: 20th International Conference on Knowledge - Based and Intelligent Information and Engineering Systems (KES), 2016, Elsevier,.
DOI:
Digital Object Identifier (open in new tab) 10.1016/j.procs.2016.09.351
Verified by:
Gdańsk University of Technology

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