A novel proposed approach for optimal design of a 2-Dof manipulator arm

Amani Hamel, Moussa Haddad, Lamine Rebhi, Samir Khatir
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Abstract

The manipulator arm design is generally related to a search for a compromise between conflicting requirements. Finding this compromise requires the resolution of a bi-level optimization problem (the respect of some specific constraints involves solving other optimization sub-problems). In this paper, we propose a novel approach for the optimal dimensioning of a two-degrees-of-freedom manipulator arm, where the objective function is defined by the minimization of the structure’s overall mass. The constraints that are taken into consideration can be divided into three categories: geometrical (bounds on design variables, admissible limit of the static deflection at the endpoint of the effector), kinematic (bounds on joint velocities and the accelerations of the actuators), and dynamic (admissible limit of the dynamic deflection at the endpoint of the effector). To achieve the penalizing dynamic configurations in terms of actuator torques and dynamic deflection, a quasi-static deformation model and a recurrent dynamic model were used. The static and dynamic deflection constraints are treated as optimization sub-problems, where their outcomes are integrated, at each iteration, into the global optimization process. The validation of the developed quasi-static deformation model as well as the proposed optimal dimensioning approach is conducted by comparing results with Ansys software simulations. Notably, The proposed approach demonstrates a significantly faster computation time compared to the Ansys software (06 s for the proposed approach vs 21 h for Ansys). Even though Ansys software performs optimal dimensioning for an imposed trajectory.
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优化二维机械臂设计的新方法建议
机械臂的设计通常与在相互冲突的要求之间寻找折衷方案有关。要找到这种折中方案,需要解决一个双层优化问题(尊重某些特定的约束条件需要解决其他优化子问题)。在本文中,我们提出了一种优化两自由度机械臂尺寸的新方法,其目标函数由结构总质量最小化定义。所考虑的约束条件可分为三类:几何约束(设计变量约束、效应器端点静态挠度的可允许限制)、运动约束(关节速度和致动器加速度的约束)和动态约束(效应器端点动态挠度的可允许限制)。为了在致动器扭矩和动态挠度方面实现惩罚性动态配置,使用了准静态变形模型和循环动态模型。静态和动态挠度约束被视为优化子问题,其结果在每次迭代时都被整合到全局优化过程中。通过与 Ansys 软件的模拟结果进行比较,对所开发的准静态变形模型和所提出的优化尺寸方法进行了验证。值得注意的是,与 Ansys 软件相比,拟议方法的计算时间大大缩短(拟议方法的计算时间为 06 秒,而 Ansys 软件的计算时间为 21 小时)。尽管 Ansys 软件可对施加的轨迹执行最佳尺寸计算,但建议的方法仍需要更长的计算时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.80
自引率
10.00%
发文量
625
审稿时长
4.3 months
期刊介绍: The Journal of Mechanical Engineering Science advances the understanding of both the fundamentals of engineering science and its application to the solution of challenges and problems in engineering.
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