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A review of research, commercial software packages and patents on family mould layout design automation and optimisation

机译:关于家庭模具布局设计自动化和优化的研究,商业软件包和专利的评论

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摘要

Family mould layout design (FMLD) is demanding and experience-dependent. It involves many sub-design tasks that determine the cost and performance of a family mould in the early conceptual mould layout design phase. This paper conducts a comprehensive literature review in the field of FMLD. The review ascertains that family mould cavity and runner layout design (FMCRLD) automation and optimisation is the critical knowledge gap in FMLD, and it should be viewed as a complex combinatorial layout design optimisation problem. The second part of this paper extends the review of the literature regarding possible computational techniques for supporting FMCRLD automation and optimisation. The review discovers that the evolutionary design approach using genetic algorithms reveals a new opportunity to automate and optimise such complex FMCRLD with an explorative and generative design process embodied in a stochastic evolutionary search. However, implementation of this innovative approach is full of challenges. Further research on this topic is urgently needed.
机译:家庭模具布局设计(FMLD)要求严格且依赖经验。它涉及许多子设计任务,这些任务在早期概念性模具布局设计阶段确定了家庭模具的成本和性能。本文对FMLD领域进行了全面的文献综述。审查确定,家庭模具型腔和流道布局设计(FMCRLD)的自动化和优化是FMLD中的关键知识缺口,应将其视为复杂的组合布局设计优化问题。本文的第二部分扩展了有关支持FMCRLD自动化和优化的可能计算技术的文献综述。该评论发现,使用遗传算法的进化设计方法揭示了通过随机进化搜索中体现的探索性和生成性设计过程来自动化和优化这种复杂的FMCRLD的新机会。但是,实施这种创新方法充满了挑战。迫切需要对该主题进行进一步的研究。

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