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Multi-criteria optimal design of parallel manipulators based on interval analysis

机译:基于区间分析的并联机械手多准则优化设计

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摘要

In optimal design problems we have to determine a set of design parameters such that a given mechanism satisfies a list of requirements. In practice however these requirements may be classified as either compulsory or relaxable. For classical optimal design methodologies, it is very difficult to find the solutions that satisfy compulsory requirements simultaneously and make the best compromise between these two kinds of requirements. So in this paper we propose and illustrate on an example of parallel robots an approach based on interval analysis that allows to determine almost all possible mechanism geometries such that all compulsory requirements will be satisfied simultaneously. As using interval analysis all possible solutions will be obtained as a set of regions in the parameter spaces, the best design compromise for the relaxable requirements will be determined by sampling the solution regions.
机译:在最佳设计问题中,我们必须确定一组设计参数,以使给定的机制满足一系列要求。然而,实际上,这些要求可以分为强制性的或放宽的。对于经典的最佳设计方法,很难同时找到满足强制性要求并在这两种要求之间做出最佳折衷的解决方案。因此,在本文中,我们在并行机器人的示例中提出并举例说明了一种基于间隔分析的方法,该方法可以确定几乎所有可能的机械几何形状,从而可以同时满足所有强制性要求。由于使用间隔分析,将获得所有可能的解决方案,作为参数空间中的一组区域,因此,通过对解决方案区域进行采样,可以确定针对可放松要求的最佳设计折衷方案。

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