Title
A multi-agent methodology for multi-level modeling of mechatronic systems
Abstract
Mechatronic design aims to integrate the models developed during the mechatronic design process, in order to be able to optimize the overall mechatronic system performance. A lot of work has been done in the last few years by researchers and software developers to achieve this objective. However, the level of integration does not yet meet the purposes of mechatronic system designers, particularly when dealing with modeling changes. Therefore, new methodologies are required to manage the multi-view complexity of mechatronic design. In this paper, we propose a multi-agent methodology for the multi-abstraction modeling issue of mechatronic systems. The major contribution deals with proposing a new method for the decomposition of the multi-level design into agents linked with relationships. Each agent is representing an abstraction level and both agent and relationships are managed with rules. By considering an application to a piezoelectric energy harvesting system, we show how we associate agents, rules and inter-level relationships to multi-abstraction modeling. We also show how modeling errors are identified using this approach.
Year
DOI
Venue
2014
10.1016/j.aei.2014.03.005
Advanced Engineering Informatics
Keywords
Field
DocType
mechatronic design,multi-agent system,multi-level modeling,multi level modeling,multi agent system
Systems engineering,Multilevel model,Energy harvesting,Control engineering,Multi-agent system,Software,Engineering,Design process,Abstraction layer,Mechatronics
Journal
Volume
Issue
ISSN
28
3
1474-0346
Citations 
PageRank 
References 
5
0.57
17
Authors
4
Name
Order
Citations
PageRank
Moncef Hammadi1439.72
Jean-Yves Choley24117.81
Faïda Mhenni3335.32
CholeyJean-Yves450.57