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首页> 外文期刊>The International Journal of Advanced Manufacturing Technology >Process planning optimization of hole-making operations using ant colony algorithm
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Process planning optimization of hole-making operations using ant colony algorithm

机译:基于蚁群算法的制孔作业工艺规划优化

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摘要

This paper presents a method for the process planning optimization of hole-making operations, where the machining process of a hole consists of several individual operations with different machining tools. The optimization objective is to minimize the total auxiliary time of the machining process, including the airtime and the tool changing time. The machining process of a part is represented as a dynamic directed graph, where each graph node represents a single operation in the hole-making process. The objective of minimizing the total auxiliary time is to find the shortest path of the directed graph, and this objective has a structure similar to the traveling salesman problem. A mathematical model that describes the hole-making problem is proposed based on this graph structure, and an ant colony algorithm is applied to solve the optimization, since the problem is NP-complete. It is demonstrated with examples that the proposed method can significantly reduce the auxiliary time of hole-making process.
机译:本文提出了一种用于优化孔加工操作的工艺计划的方法,其中孔的加工过程由具有不同加工工具的多个单独操作组成。优化目标是最大程度地减少加工过程的总辅助时间,包括加工时间和换刀时间。零件的加工过程表示为动态有向图,其中每个图节点代表制孔过程中的单个操作。最小化总辅助时间的目的是找到有向图的最短路径,并且该目的的结构类似于旅行商问题。基于该图结构,提出了描述制孔问题的数学模型,并采用蚁群算法求解该问题,因为该问题是NP完全的。算例表明,该方法可以大大减少制孔的辅助时间。

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