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Swarm-based Evaluation of Nonparametric SysML Mechatronics System Design
Chami, Mohammad; Bou Ammar, Haitham; Voos, Holger et al.
2013In IEEE International Conference on Mechatronics ICM 2013, Vicenza, Italy, Feb. 2013
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Keywords :
Mechatronics Engineering; SysML
Abstract :
[en] The design of a mechatronics system is considered one of the hardest challenges in industry. This is mainly due to the multidisciplinary nature of the design process that requires the knowledge integration of the participating disciplines. Previously, we have proposed SysDICE a framework that is capable of: (1) modeling the multidisciplinary information of mechatronics systems using SysML and (2) adopting a nonparametric technique for evaluating such a SysML model. In SysDICE the optimization that led to the determination of the best alternative combinations for satisfying the requirements was time-costly and discarded prohibited combinations. This paper contributes by: (1) proposing an effective method for restricting the set of possible alternative combinations and (2) employing a swarm intelligence based optimization scheme which significantly reduces the computational cost of SysDICE.
Disciplines :
Computer science
Electrical & electronics engineering
Author, co-author :
Chami, Mohammad;  Bombardier, Germany
Bou Ammar, Haitham;  University of Pennsylvania - Penn
Voos, Holger  ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Engineering Research Unit ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Tuyls, Karl;  Universiteit Maastricht
Weiss, Gerhard;  Universiteit Maastricht
Language :
English
Title :
Swarm-based Evaluation of Nonparametric SysML Mechatronics System Design
Publication date :
February 2013
Event name :
IEEE International Conference on Mechatronics ICM 2013
Event organizer :
IEEE
Event place :
Vicenza, Italy
Event date :
February 2013
Audience :
International
Main work title :
IEEE International Conference on Mechatronics ICM 2013, Vicenza, Italy, Feb. 2013
Peer reviewed :
Peer reviewed
Available on ORBilu :
since 19 November 2013

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