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Optimum design of 3R manipulator using hybrid PSOGSA algorithm 基于混合PSOGSA算法的3R机械手优化设计
Pub Date : 2021-05-08 DOI: 10.1504/IJMRS.2021.10037763
S. Panda, D. Mishra, B. B. Biswal
Larger workspace volume is one of the most important objectives in the optimum design of robot manipulator. In the present study, the workspace volume of a 3R manipulator has been maximised. The nonlinear constrained optimisation problem has been solved using the particle swarm optimisation (PSO) and a hybrid PSO and gravitational search algorithm (GSA). The proposed algorithm combines the search method of PSO and GSA with enhanced exploration ability to achieve higher workspace volume as compared to the established available results. Further, the total void cross section area has been estimated and a quantitative analysis of the results has been made to identify the key influencing kinematic parameters and prioritise the constraints. Applications of the hybrid algorithm on two industrial manipulators are presented as case studies. An important implication of this article is that the proposed hybrid algorithm provides encouraging result in terms of objective function values and CPU time.
更大的工作空间是机械臂优化设计的重要目标之一。在本研究中,最大化了3R机械手的工作空间体积。采用粒子群算法(PSO)和粒子群与引力搜索混合算法(GSA)求解了非线性约束优化问题。该算法结合PSO和GSA的搜索方法,增强了搜索能力,实现了比现有结果更大的工作空间体积。进一步,估算了总空隙截面面积,并对结果进行了定量分析,确定了影响运动参数的关键因素,并对约束条件进行了排序。最后给出了混合算法在两种工业机械臂上的应用实例。本文的一个重要含义是,所提出的混合算法在目标函数值和CPU时间方面提供了令人鼓舞的结果。
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引用次数: 1
Non-cylindrical wrapping rods and compliant adapters for multi-mode twisting string actuation 多模式扭弦驱动用非圆柱形缠绕杆和兼容适配器
Pub Date : 2021-05-08 DOI: 10.1504/IJMRS.2021.115156
Nicolas Mouazé, T. Nguyen, L. Birglen
In this paper, improvements of the basic twisting string actuation commonly found in the literature are demonstrated based on the addition of two types of passive elements in order to optimise mechanical efficiency. First, the motion speed is increased with non-cylindrical rigid wrapping. Secondly, passive compliant load adjusters are added to improve the overall mechanical advantage of the transmission in reaction to varying loads. A mathematical model of the new system is first detailed in the paper and provides numerical simulations subsequently validated with experimental results. The impact on the important characteristics of the transmission of the design parameters are shown in details and the simulations highlight several improvements of our proposed design compared to existing twisting wire systems. Finally, this novel transmission with a compliant adjuster is used to drive an underactuated robotic finger to demonstrate its effectiveness.
为了优化机械效率,本文通过增加两种被动元件,对文献中常见的基本扭弦驱动进行了改进。首先,非圆柱形刚性包裹提高了运动速度。其次,增加了被动柔性负载调节器,以提高变速器在响应不同负载时的整体机械优势。本文首先详细介绍了新系统的数学模型,并进行了数值模拟,随后与实验结果进行了验证。详细说明了设计参数对传输重要特性的影响,并通过仿真突出了与现有扭丝系统相比,我们提出的设计的一些改进。最后,这种新颖的传动与顺应调节器被用来驱动一个欠驱动的机器人手指,以证明其有效性。
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引用次数: 0
A GPU homotopy path tracker and end game for mechanism synthesis 一种用于机构综合的GPU同伦路径跟踪器和终点博弈
Pub Date : 2020-05-14 DOI: 10.1007/978-3-030-43929-3_19
J. Glabe, J. McCarthy
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引用次数: 1
Decoupling optimisation and fuzzy back end evaluation of lower extremity exoskeleton robot 下肢外骨骼机器人解耦优化与模糊后端评价
Pub Date : 1900-01-01 DOI: 10.1504/ijmrs.2021.10042915
Mostafa Kazi, Yanfei Zhang, Xuefang Teng, Yubin Lan, Ke Sun, Jinliang Gong
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引用次数: 0
Simulation of repetitive mechanisms using modular kinematics 使用模块化运动学的重复机构仿真
Pub Date : 1900-01-01 DOI: 10.1504/ijmrs.2020.10034061
P. A. Simionescu
Simulations of several repetitive mechanisms, some of them considered difficult to perform, have been done relatively easily using for loops and the MeKin2D modular-kinematics subroutines. These simulations include generation of multiple couple-curves, wicked-vane and aperture mechanisms, feathering paddlewheels, radial engines and a folding pop riveter. For the former two mechanisms, in addition to motion simulation, shaking-force and mechanical-advantage analyses have also been performed, respectively. For a better understanding of the computer implementations of these simulations, their source code is also provided as an Appendix to the paper.
一些重复性机构的模拟,其中一些被认为很难执行,已经完成相对容易使用循环和MeKin2D模块运动学子程序。这些模拟包括多对曲线的生成、斜叶片和孔径机构、羽化桨轮、径向发动机和折叠pop铆钉机。对于前两种机构,除运动仿真外,还分别进行了激振力和力学优势分析。为了更好地理解这些模拟的计算机实现,它们的源代码也作为论文的附录提供。
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引用次数: 2
Path planning of mobile robot in complex environment based on improved Q-learning algorithm 基于改进q -学习算法的复杂环境下移动机器人路径规划
Pub Date : 1900-01-01 DOI: 10.1504/ijmrs.2022.10052662
Yuyang Zhou, D. Wang
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引用次数: 1
A new hybrid aerial and ground hoverbike: dynamics and control 一种新的空中和地面混合动力悬浮自行车:动力学和控制
Pub Date : 1900-01-01 DOI: 10.1504/ijmrs.2022.10052948
M. Lashin, Abdullah T. Elgammal
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引用次数: 0
Multi-modal continuous approximate synthesis of planar four-bar function generators 平面四杆函数发生器的多模态连续近似综合
Pub Date : 1900-01-01 DOI: 10.1504/ijmrs.2022.10051739
M. Hayes, Z. Copeland
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引用次数: 0
Exploring the synergies of dynamic fuel management and propulsion electrification 探索动态燃料管理和推进电气化的协同作用
Pub Date : 1900-01-01 DOI: 10.1504/IJMRS.2021.10036412
M. Raghavan, N. Shidore
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引用次数: 0
Haar Wavelet Collocation Method for Solving the System of Linear Fredholm Integral Equations with Constant Coefficients 求解常系数线性Fredholm积分方程组的Haar小波配点法
Pub Date : 1900-01-01 DOI: 10.1504/ijmrs.2020.10027624
A. Raina, S. Manjula, C. Sateesha, A. Reddy
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引用次数: 0
期刊
International Journal of Mechanisms and Robotic Systems
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