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A New Method of Resource-Scheduling-Strategy Generation for the Assembly of Complex Products Based on the Apriori Algorithm

机译:基于Apriori算法的复杂产品装配资源调度策略生成新方法

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Complex products, which usually have the characteristics of single or small-batch production and involving many parts, exist a lot of resource-scheduling problems. Since its resource scheduling is often carried out by workers according to their experience, it has poor credibility and applicability without any reference standards. This paper analyzes the assembly process of complex products, classifies the assembly resources, and establishes the resource scheduling model of complex products based on the Apriori association rule algorithm. Additionally, the model is tested by the historical data of workshop resource allocation. The resource-scheduling-strategy of assembly process is obtained in this paper. It provides references for the future works of intelligently generating the resource-scheduling-strategy of complex-product assembly process.
机译:复杂的产品通常具有单批或小批量生产的特征,涉及很多部分,存在许多资源调度问题。由于其资源调度通常是由工人根据他们的经验进行的,因此它的信誉和适用性很差,没有任何参考标准。本文分析了复杂产品的装配过程,对装配资源进行分类,并基于Apriori关联规则算法建立了复杂产品的资源调度模型。此外,该模型还通过车间资源分配的历史数据进行了测试。本文获得了装配过程的资源调度策略。它为智能生成复杂产品组装过程的资源调度策略的未来工作提供了参考。

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