Reality-guided virtual assembly for contact-prohibited stepped shaft-in-hole task

IF 9.1 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Robotics and Computer-integrated Manufacturing Pub Date : 2024-12-24 DOI:10.1016/j.rcim.2024.102933
Hongtai Cheng, Zelong Wang, Xiaohan Guan, Feng Gao
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Abstract

Contact-prohibited stepped Shaft in Hole (SSiH) task widely exists in structural docking mechanisms of aerospace equipment such as rockets or airplanes. However, the tight clearance, irregular deformation, large scale/volume/weight, and sensitivity to contacts, make it difficult to automate the assembly process. The answers to the questions of whether it can be assembled or not and what is the optimal installation posture are vital to the task. To address these problems, a reality-guided virtual assembly method is proposed to assess the clearance of the mating surfaces and ascertain their assembly feasibility before real installation. Firstly, the method takes 3D point clouds scanned from real parts as input and registers the shaft and hole point clouds to their corresponding CAD models, then a geometric-consistent registration algorithm is proposed to precisely align the shaft/hole point clouds. Secondly, by analyzing the geometric constraints, the original 6 DOF posture optimization problem is reduced to a 2 DOF one. To increase the calculation efficiency, a point cloud polarization and repair algorithm is proposed to convert the 3D stepped shaft model into a series of 2D polar models. The clearance/interference can be calculated by subtracting the polar radius. Finally, a two-staged grid search method is used to find the optimal installation posture by maximizing the minimum gap across all the shaft segments. Simulation and experimentation are performed to verify the effectiveness and reliability of this algorithm.
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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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