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Research and implementation on visualization system of disassembly sequence planning based on Ant colony algorithm

机译:基于蚁群算法的拆卸序列计划可视化系统的研究与实现

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The visualization system of disassembly sequence planning verifies the feasibility and correctness of disassembly process providing a research platform for technologists and maintainer. This paper focuses on the algorithm of disassembly sequence planning and its visual simulation, and applies Ant colony algorithm (ACA) to optimize the disassembly sequence, in which interference matrix and stability matrix are established to express geometric constrains and stability constrains. By defining the state-transition rule and updating local and global pheromone, the algorithm is guided to find the optimal solution faster. The system interface is implemented based on Qt and the parts coding and sub-assemblies are defined on the basis of tree structures. The visual simulation of disassembling process is realized based on OSG. Relevant data in the system is stored and accessed by XML documents. Finally, the traction device of CRH3 EMU bogie is taken as an example to validate the efficiency of the algorithm and the practicability of the system. The research achieves desired results in the algorithm convergence, and the developed system is accessed easily and suitable for large-scale assemblies.
机译:拆卸顺序计划的可视化系统验证了拆卸过程的可行性和正确性,为技术人员和维修人员提供了研究平台。本文着重研究了拆卸序列规划算法及其可视化仿真,并应用蚁群算法(ACA)对拆卸序列进行了优化,建立了干扰矩阵和稳定性矩阵来表示几何约束和稳定性约束。通过定义状态转换规则并更新局部和全局信息素,可指导算法更快地找到最佳解决方案。系统接口基于Qt实现,零件编码和子装配基于树形结构定义。基于OSG实现了拆卸过程的可视化仿真。系统中的相关数据由XML文档存储和访问。最后以CRH3型动车组转向架牵引装置为例,验证了算法的有效性和系统的实用性。该研究在算法收敛上取得了预期的结果,并且所开发的系统易于访问并且适用于大规模装配。

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