通过具有非线性刚度特性的同质刚度域指数优化机器人基座位置和航天器座舱角度

IF 9.1 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Robotics and Computer-integrated Manufacturing Pub Date : 2024-06-04 DOI:10.1016/j.rcim.2024.102793
Zhiqi Wang, Dong Gao, Kenan Deng, Yong Lu, Shoudong Ma, Jiao Zhao
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引用次数: 0

摘要

使用移动机器人加工大型部件,是机械制造业应用工业机器人的重要研究方向。然而,在切削力的作用下,工业机器人较低的结构刚度会导致加工质量低下。因此,本文针对大型航天器舱室提出了一种利用均质刚度域(HSD)指数同时优化移动机器人基座位置和舱室角度的方法。首先,建立了考虑重力补偿机制的非线性关节刚度模型,以更准确地描述重载机器人的刚度特性。随后,提出了一个 HSD 指数,用于评估加工程序中所有机器人姿势的整体刚度值和刚度波动。然后,在加工可达性、关节角度限制和奇异性等约束条件下,基于 HSD 建立优化模型。使用麻雀搜索算法同时确定最佳基座位置和座舱角度。最后,通过仿真和铣削实验证明本文提出的优化方法能有效提高加工质量。
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Robot base position and spacecraft cabin angle optimization via homogeneous stiffness domain index with nonlinear stiffness characteristics

The use of mobile robots for machining large components has received considerable research interest for the application of industrial robots in the machinery manufacturing sector. However, the low structural stiffness of industrial robots can result in poor machining quality under the action of cutting forces. Therefore, this paper proposes a simultaneous optimization method the mobile robot base position and cabin angle using homogeneous stiffness domain (HSD) index for large spacecraft cabins. First, a nonlinear joint stiffness model that considers the gravity compensator mechanism is established to describe the stiffness characteristics of heavy-duty robots more accurately. Subsequently, a HSD index is proposed to evaluate the overall stiffness values and stiffness fluctuation for all robot postures in the machining program. An optimization model is then established based on the HSD under the constraints of machining accessibility, joint angle limitation and singularity. The optimal base position and cabin angle are determined simultaneously using the sparrow search algorithm. Finally, simulation and milling experiments are used to demonstrate that the optimization method proposed in this paper can effectively improve the machining quality.

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来源期刊
Robotics and Computer-integrated Manufacturing
Robotics and Computer-integrated Manufacturing 工程技术-工程:制造
CiteScore
24.10
自引率
13.50%
发文量
160
审稿时长
50 days
期刊介绍: The journal, Robotics and Computer-Integrated Manufacturing, focuses on sharing research applications that contribute to the development of new or enhanced robotics, manufacturing technologies, and innovative manufacturing strategies that are relevant to industry. Papers that combine theory and experimental validation are preferred, while review papers on current robotics and manufacturing issues are also considered. However, papers on traditional machining processes, modeling and simulation, supply chain management, and resource optimization are generally not within the scope of the journal, as there are more appropriate journals for these topics. Similarly, papers that are overly theoretical or mathematical will be directed to other suitable journals. The journal welcomes original papers in areas such as industrial robotics, human-robot collaboration in manufacturing, cloud-based manufacturing, cyber-physical production systems, big data analytics in manufacturing, smart mechatronics, machine learning, adaptive and sustainable manufacturing, and other fields involving unique manufacturing technologies.
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