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

Ying Wu, Liya Yao, Jianhua Liu*, Cunbo Zhuang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

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.

源语言英语
主期刊名Proceedings of 2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2018
出版商Institute of Electrical and Electronics Engineers Inc.
537-541
页数5
ISBN(电子版)9781538660041
DOI
出版状态已出版 - 12 4月 2019
活动5th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2018 - Nanjing, 中国
期限: 23 11月 201825 11月 2018

出版系列

姓名Proceedings of 2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2018

会议

会议5th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2018
国家/地区中国
Nanjing
时期23/11/1825/11/18

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引用此

Wu, Y., Yao, L., Liu, J., & Zhuang, C. (2019). A New Method of Resource-Scheduling-Strategy Generation for the Assembly of Complex Products Based on the Apriori Algorithm. 在 Proceedings of 2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2018 (页码 537-541). 文章 8691374 (Proceedings of 2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCIS.2018.8691374