JOURNAL ARTICLE

Model-driven development of agent-based cyber-physical systems

Idilia BatchkovaTsvetelina Ivanova

Year: 2019 Journal:   IFAC-PapersOnLine Vol: 52 (25)Pages: 258-263   Publisher: Elsevier BV

Abstract

In order to achieve its goal in using intelligent adaptive and predictive technical systems with self-X functions and cognitive information processing in continuous interaction with environment, the Industry 4.0 initiative implies integration of Cyber-Physical Systems (CPS), the Internet of Things (IoT) and cloud computing leading to what is called "smart factory". This, in turn, faces the CPS with new challenges in terms of increasing the degree of distribution, autonomy, mobility, communication and security of the systems and their components, as well as expanding their functionality in the direction of data analytics, information and knowledge extraction, and increasing their intelligence. The main aim of the paper is to define a software process model for model-driven development of agent-based CPS using the Organization-based multi-agent software engineering process framework O-MaSE. CPS are developed as layer-based Multi Agent Systems (MAS) that enable the division of system elements into levels, reduce the coupling between modules and facilitates abstractions as well as the distributions of responsibilities. The suggested approach is illustrated with an example for model-driven development of pilot batch reactor as an agent-based CPS based on O-MaSE methodology and agentTool III.

Keywords:
Cyber-physical system Computer science Cloud computing Process (computing) Distributed computing Multi-agent system Software engineering Systems engineering Artificial intelligence Engineering

Metrics

7
Cited By
0.88
FWCI (Field Weighted Citation Impact)
13
Refs
0.81
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Digital Transformation in Industry
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Flexible and Reconfigurable Manufacturing Systems
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Advanced Data Processing Techniques
Physical Sciences →  Engineering →  Control and Systems Engineering
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