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MODELLING OF A ROPE-DRIVEN LEVEL-ADJUSTMENT SYSTEM

机译:绳索驱动的水平调整系统的建模

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摘要

This paper concerns the fields of modelling of complex systems like the level-adjustment system for precious eccentric payloads. An approximate modelling scheme for complex systems is proposed. And the scheme is composed of deducing the system's mathematical model, selecting some typical operating points, calculating the solutions on the sampling points, and establishing a function fitting model. Under the guidance of the approximate modelling scheme, the model of a complex level-adjustment system, composed of a four-rope-driven level-adjustment robot and an eccentric payload, is established. As the system is very complicated, it is decomposed into two simplified 2D subsystems whose mathematical models are deduced with some necessary and feasible assumptions. Although the analytical solution of the mathematical model is hard to obtain, its numerical solution can be calculated with the help of Genetic Algorithm. Hence, some typical sampling points of the subsystem are selected, and an approximate function fitting model of the 2D subsystem is established based on fuzzy systems according to the numerical solutions on the sampling points. Fortunately, the error analysis of the approximate fitting model shows that the precision of the fitting model is satisfied.
机译:本文涉及复杂系统的建模领域,例如用于珍贵的偏心有效载荷的水平调节系统。提出了一种复杂系统的近似建模方案。该方案包括推导系统的数学模型,选择一些典型的工作点,计算采样点的解以及建立函数拟合模型。在近似建模方案的指导下,建立了由四绳驱动的水平调节机器人和偏心有效载荷组成的复杂水平调节系统的模型。由于系统非常复杂,因此将其分解为两个简化的2D子系统,并根据一些必要和可行的假设推导了其数学模型。尽管很难获得数学模型的解析解,但可以借助遗传算法来计算其数值解。因此,选择了子系统的一些典型采样点,并根据采样点的数值解,基于模糊系统建立了二维子系统的近似函数拟合模型。幸运的是,对近似拟合模型的误差分析表明,拟合模型的精度令人满意。

著录项

  • 来源
  • 会议地点 Beijing(CN);Beijing(CN);Beijing(CN);Beijing(CN);Beijing(CN)
  • 作者单位

    Institute of Automation, Chinese Academy of Sciences 95 Zhongguancun East Road, 100190, Beijing China;

    Institute of Automation, Chinese Academy of Sciences 95 Zhongguancun East Road, 100190, Beijing China;

    Institute of Automation, Chinese Academy of Sciences 95 Zhongguancun East Road, 100190, Beijing China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算机仿真;
  • 关键词

    Modelling; robot; rope; level-adjustment; fuzzy system;

    机译:造型;机器人;绳;水平调整;模糊系统;

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