Research on the production scheduling method of a semiconductor packaging test based with the clustering method

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 数字工厂研究室

	Research on the production scheduling method of a semiconductor packaging test based with the clustering method
	Zhang Q(张权)3; Duan B(段彬)2 ; Jiang, Yongqing 1; Han ZH(韩忠华)2,3
刊名	International Journal of Information Systems and Supply Chain Management
	2019
卷号	12 期号:2 页码:36-56
关键词	Clustering Method Method of Semiconductor Packaging Test Rule Learn Scheduling
ISSN号	1935-5726
产权排序	1
英文摘要	In this article, the scheduling of modern industrial production is studied. The research on scheduling of semiconductor packaging and testing is put forward. A new solution of packaging and test scheduling based on dynamic optimization is proposed. The decomposition strategy is used to solve the problem of the encapsulation test scheduling problem. The complexity of the problem is reduced to ensure the consistency of optimization. In the method, an AP clustering algorithm is used to optimize the matching relationship between job and resource. The neural network method is used to solve the problem. The research of this project will fully combine the characteristics of packaging and testing production. In view of the existing production scheduling theory, there is a big gap to a semiconductor packaging and testing enterprises for the actual research background. This simulation experiments show that the method can be used on packaged production scheduling to provide a viable, effective method support.
语种	英语
资助机构	Liaoning Provincial Science Foundation (No.201602615) ; Project of Liaoning Province Education Department (No. LJZ2017015) ; Shenyang Municipal Science and Technology Project (No. Z18-5-015)
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/25229]
专题	沈阳自动化研究所_数字工厂研究室
通讯作者	Han ZH(韩忠华)
作者单位	1.Chongqing University, Chongqing, China 2.Department of Digital Faculty, Shenyang Institute of Automation, Chinese Academy of Sciences, Beijing, China 3.Faculty of Information and Control Engineering, Shenyang Jianzhu University, Shenyang, China
推荐引用方式 GB/T 7714	Zhang Q,Duan B,Jiang, Yongqing,et al. Research on the production scheduling method of a semiconductor packaging test based with the clustering method[J]. International Journal of Information Systems and Supply Chain Management,2019,12(2):36-56.
APA	Zhang Q,Duan B,Jiang, Yongqing,&Han ZH.(2019).Research on the production scheduling method of a semiconductor packaging test based with the clustering method.International Journal of Information Systems and Supply Chain Management,12(2),36-56.
MLA	Zhang Q,et al."Research on the production scheduling method of a semiconductor packaging test based with the clustering method".International Journal of Information Systems and Supply Chain Management 12.2(2019):36-56.