Optimization of strip-layout using graph-theoretic methodology for stamping operations on progressive die: a case study

S. Aly, Hend Abdelaaty, Osama Muneer Dawood, H. Hussein
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Abstract

The design of the progressive die stamping process is optimized through minimizing the number of die stamping stations in the strip layout to reduce the die cost. In order to accomplish such end, in this study, a graph-theoretic based method is implemented to model and optimize the strip layout design. This method starts with mapping stamping features into stamping operations. This step is followed by constructing two graphs to model the precedence and adjacency constraints among stamping operations based on a set of manufacturing rules. These two graphs are called: operation precedence graph and operation adjacency graph. In the next step, a topological sorting algorithm clusters the operations into partially ordered sets. Then, a graph coloring algorithm clusters the partially ordered operations sets into final sequence of operations. The graph-theoretic technique has been implemented on a part currently manufactured by laser cutting process technology in some Egyptian factory in Cairo. This study indicated that the graph-theoretic technique offers several advantages including the ease of programming and transparency in understanding the obtained strip layout design. This is besides being a systematic and logically approach to obtain an optimized strip layout design. In general, the progressive die manufacturing can increase productivity of sheet metal works in Egypt, only in situations of mass production. The limitation is that it requires considerable skill level and training for labor to conduct die strip layout design.
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用图论方法优化级进模冲压作业的带材布置:一个案例研究
优化了级进模冲压工艺的设计,通过减少排样中冲压工位的数量来降低模具成本。为了实现这一目标,本研究采用了一种基于图论的方法对带钢排样设计进行建模和优化。该方法首先将冲压特征映射到冲压操作中。在此步骤之后,根据一组制造规则构造两个图来建模冲压操作之间的优先级和邻接约束。这两个图称为:操作优先图和操作邻接图。在下一步中,拓扑排序算法将操作聚类到部分有序集合中。然后,用图着色算法将部分有序操作集合聚类成最终的操作序列。图论技术已在埃及开罗某工厂目前采用激光切割加工技术制造的零件上实现。该研究表明,图论技术具有易于编程和易于理解所获得的带材布局设计等优点。此外,这是一个系统的和逻辑的方法来获得优化的带材布局设计。一般来说,级进模具制造可以提高埃及钣金工厂的生产率,只有在大规模生产的情况下。限制是它需要相当的技能水平和培训的工人进行模具排样设计。
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来源期刊
CiteScore
2.00
自引率
0.00%
发文量
19
审稿时长
16 weeks
期刊介绍: The International Journal for Simulation and Multidisciplinary Design Optimization is a peer-reviewed journal covering all aspects related to the simulation and multidisciplinary design optimization. It is devoted to publish original work related to advanced design methodologies, theoretical approaches, contemporary computers and their applications to different fields such as engineering software/hardware developments, science, computing techniques, aerospace, automobile, aeronautic, business, management, manufacturing,... etc. Front-edge research topics related to topology optimization, composite material design, numerical simulation of manufacturing process, advanced optimization algorithms, industrial applications of optimization methods are highly suggested. The scope includes, but is not limited to original research contributions, reviews in the following topics: Parameter identification & Surface Response (all aspects of characterization and modeling of materials and structural behaviors, Artificial Neural Network, Parametric Programming, approximation methods,…etc.) Optimization Strategies (optimization methods that involve heuristic or Mathematics approaches, Control Theory, Linear & Nonlinear Programming, Stochastic Programming, Discrete & Dynamic Programming, Operational Research, Algorithms in Optimization based on nature behaviors,….etc.) Structural Optimization (sizing, shape and topology optimizations with or without external constraints for materials and structures) Dynamic and Vibration (cover modelling and simulation for dynamic and vibration analysis, shape and topology optimizations with or without external constraints for materials and structures) Industrial Applications (Applications Related to Optimization, Modelling for Engineering applications are very welcome. Authors should underline the technological, numerical or integration of the mentioned scopes.).
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