基于虚拟现实和仿生算法的装配规划优化

Xia Pingjun, Y. Yingxue, Liu Jiang-sheng, Liu Jianguang
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引用次数: 4

摘要

虚拟装配是虚拟现实技术的一种典型应用,为优化装配规划和评估提供了一种有效的工具。介绍了一种基于虚拟现实的装配规划与培训系统(VR-APTS)。该系统以计算机辅助设计(CAD)装配模型为输入,应用智能仿生算法输出一个或多个较好的装配序列。讨论了VR-APTS开发中的关键技术。提出了一种新的信息分解与转换方法,将CAD数据转换为VR数据,并建立了基于几何约束的虚拟环境,支持交互式装配规划与评估。首先,通过虚拟拆卸和蚁群优化算法生成初始最优装配序列;然后,通过虚拟装配仿真对初始装配序列进行评估,重新规划出更实用、更优的装配序列。这是一个迭代过程,直到获得最佳装配顺序。通过一个应用实例,说明了该系统在装配规划和培训方面的基本优势。
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Optimising assembly planning based on virtual reality and bionic algorithm
Virtual assembly, as a typical application of Virtual Reality (VR), provides an efficient tool to optimise assembly planning and evaluation. In this paper, a VR-based Assembly Planning and Training System (VR-APTS) is introduced. Using a Computer-Aided Design (CAD) assembly model as input, the system can output one or several good assembly sequences with the application of an intelligent bionic algorithm. Key techniques in the development of VR-APTS are discussed. A novel information decomposition and transformation method is put forward to transform data from CAD to VR, and a geometric constraint-based virtual environment is set up to support interactive assembly planning and evaluation. First, an initial optimal assembly sequence is generated by virtual disassembly and ant colony optimisation algorithm. Then, this initial sequence is evaluated by virtual assembly simulation, a more practical and optimal assembly sequence is replaned. This is an iterative process until the best assembly sequence is obtained. An application case is studied to demonstrate the basic advantages of the system for assembly planning and training.
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来源期刊
International Journal of Manufacturing Technology and Management
International Journal of Manufacturing Technology and Management Engineering-Industrial and Manufacturing Engineering
CiteScore
0.70
自引率
0.00%
发文量
6
期刊介绍: IJMTM is a refereed and authoritative source of information in the field of manufacturing technology and management and related areas.
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