Prospection of methods to support design and configuration of self-organizing mechatronic systems

被引:3
作者
Neves, P. [1 ]
Ferreira, J. [1 ]
Onori, M. [1 ]
Ribeiro, L. [2 ]
Barata, J. [2 ]
机构
[1] KTH Royal Inst Technol, Ind Prod Dept, Stockholm, Sweden
[2] Univ Nova Lisboa, Ctr Technol & Syst, Monte De Caparica, Portugal
来源
2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013) | 2013年
关键词
self-organising mechatronic systems; evolvable production systems; system design; rule-extraction; ASSEMBLY-LINE DESIGN; AGENT-BASED SYSTEMS; ROUGH SET-THEORY; CLASSIFICATION; TECHNOLOGIES; ARCHITECTURE; DEPLOYMENT; DIAGNOSIS;
D O I
10.1109/SMC.2013.658
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
There is a substantial difference between traditional industrial systems and systems resultant from emerging production paradigms in terms of both conceptualization and implementation. Backwards compatibility is fundamental in assessing the potential transitional period whereby legacy technology will operate under the conceptual framework of modern approaches. However, before this point can be reached it is necessary to further investigate, assess and quantify the behavior of modern approaches that increasingly rely in self-organization. This article's goal is to give an overview of the behavioral assessment problematic, in the context of self-organizing mechatronic systems, and provide a discussion on opportunities to explore rule-extraction techniques to better understand the influence of design and configuration on the overall system behavior. Although the discussion widely applies to almost all emerging production paradigms the Evolvable Production System paradigm is used as case to bring context and clarity to the discussion.
引用
收藏
页码:3854 / 3861
页数:8
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