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Swarm-based Evaluation of Nonparametric SysML Mechatronics System Design

机译:基于swarm的非参数sysmL机电一体化系统设计评估

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摘要

The design of a mechatronics system is consideredone of the hardest challenges in industry. This is mainly due to themultidisciplinary nature of the design process that requires theknowledge integration of the participating disciplines. Previously,we have proposed SysDICE a framework that is capable of:(1) modeling the multidisciplinary information of mechatronicssystems using SysML and (2) adopting a nonparametrictechnique for evaluating such a SysML model. In SysDICEthe optimization that led to the determination of the bestalternative combinations for satisfying the requirements wastime-costly and discarded prohibited combinations. This papercontributes by: (1) proposing an effective method for restrictingthe set of possible alternative combinations and (2) employing aswarm intelligence based optimization scheme which significantlyreduces the computational cost of SysDICE.
机译:机电一体化系统的设计被认为是行业中最艰巨的挑战之一。这主要是由于设计过程的多学科性质,要求参与学科的知识整合。以前,我们已经提出了SysDICE框架,该框架能够:(1)使用SysML对机电一体化系统的多学科信息进行建模,以及(2)采用非参数技术来评估这种SysML模型。在SysDICE中,导致确定最佳替代组合以满足要求的优化是费时的,并且丢弃了禁止的组合。本文的贡献在于:(1)提出了一种有效的方法来限制可能的替代组合的集合,(2)采用基于智能的优化方案,这大大降低了SysDICE的计算成本。

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