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Multicriteria Optimization Design for End Effector Mounting Bracket of a High Speed and Heavy Load Palletizing Robot

机译:高速重载码垛机器人末端执行器安装支架的多准则优化设计

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摘要

End effector mounting bracket is an important load bearing part of high speed and heavy load palletizing robot, which is located at the most distant point in robot rotation radius and frequently works in complex conditions such as start-stop, switch direction, and acceleration and deceleration motion; therefore, optimizing design for its structure is beneficial to improve the dynamic performance of robotic system and reduce energy consumption. Firstly, finite element model of end effector mounting bracket was established, and its accuracy was verified by contrastive analysis of modal test result and finite element model. Secondly, through modal analysis, vibration response test, frequency response analysis, and the static analysis, taking inertia into account, the mass is minimized, the maximal stress is minimized, the maximal deformation is minimized, and the first natural frequency is maximized as the optimization objectives are determined; the design variables were selected by sensitivity analysis, taking their value range as the constraint conditions; approximation models of objective functions were established by the Box-Behnken design and the response surface methodology, and their reliability was validated; to determine weighting factor of each optimization objective, an analytic hierarchy process based on finite element analysis (FEA + AHP) method was put forward to improve the objectivity of comparison matrix; subsequently, the multicriteria optimization mathematical model was established by the methods mentioned above. Thirdly, the multicriteria optimization problem was solved by the NSGA-II algorithms and optimization results were obtained. Finally, the contrastive analysis results between optimized model and initial model showed that, in the case of the maximum stress and deformation within allowable values range, the mass reduction was 17.8%; meanwhile, the first natural frequency was increased, and vibration response characteristics of the entire structure were improved significantly. The validity of this optimization design method was verified.
机译:末端执行器安装支架是高速重载码垛机器人的重要承重部件,它位于机器人旋转半径的最远点,并且经常在复杂的条件下工作,例如起停,开关方向以及加速和减速运动;因此,对其结构进行优化设计有利于提高机器人系统的动态性能,降低能耗。首先,建立了末端执行器安装支架的有限元模型,并通过模态测试结果与有限元模型的对比分析,验证了其准确性。其次,通过模态分析,振动响应测试,频率响应分析和静态分析,在考虑惯性的前提下,将质量最小化,将最大应力最小化,将最大变形最小化并将第一个固有频率最大化。确定优化目标;通过敏感性分析选择设计变量,将其取值范围作为约束条件。通过Box-Behnken设计和响应面方法建立目标函数的近似模型,并验证其可靠性。为了确定每个优化目标的权重因子,提出了一种基于有限元分析(FEA + AHP)的层次分析法,以提高比较矩阵的客观性。随后,通过上述方法建立了多准则优化数学模型。第三,利用NSGA-II算法解决了多准则优化问题,获得了优化结果。最终,优化模型与初始模型之间的对比分析结果表明,在最大应力和变形在允许值范围内的情况下,质量减少了17.8%;同时,增加了第一个自然频率,整个结构的振动响应特性得到了显着改善。验证了该优化设计方法的有效性。

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  • 来源
    《Mathematical Problems in Engineering》 |2018年第4期|6049635.1-6049635.17|共17页
  • 作者单位

    Tianjin Univ, Key Lab Mech Theory & Equipment Design, Minist Educ, Tianjin 300072, Peoples R China;

    Tianjin Univ, Key Lab Mech Theory & Equipment Design, Minist Educ, Tianjin 300072, Peoples R China;

    Tianjin Univ, Key Lab Mech Theory & Equipment Design, Minist Educ, Tianjin 300072, Peoples R China;

    Tianjin Univ, Key Lab Mech Theory & Equipment Design, Minist Educ, Tianjin 300072, Peoples R China;

    Tianjin Univ, Key Lab Mech Theory & Equipment Design, Minist Educ, Tianjin 300072, Peoples R China;

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