Dynamic quality control of multi-variety and small batch manufacturing based on Bayesian Monitor

Author

Lei, Li ; Ran, Sun ; Du Bo ; Xuyan, Song

Author_Institution

Sch. of Manage., Tianjin Univ., Tianjin, China

fYear

2009

fDate

21-23 Oct. 2009

Firstpage

784

Lastpage

787

Abstract

Depend on circumstance more complex and changeable, the traditional control chart no longer meets the need of a more and more industrializing and complicated application environment. Therefore, this thesis is to analyze the shortage of traditional process control, and then propose dynamic quality control of multi-variety and small batch manufacturing based on Bayesian Monitor, which is come up with by Bianca. A case of a Chinese electronic chip manufacturer is studied with Bayesian Monitor, which together with the method studied is proved practical and of help to the quality control.

Keywords

batch processing (industrial); belief networks; control charts; electronics industry; process control; process monitoring; quality control; Bayesian monitor; Chinese electronic chip manufacturer; control chart; dynamic quality control; multivariety batch manufacturing; process control; small batch manufacturing; Batch production systems; Bayesian methods; Control charts; Environmental management; Filtering; Manufacturing; Monitoring; Process control; Quality control; State-space methods; Bayesian Monitor; Multi-variety and small batch manufacturing;

fLanguage

English

Publisher

ieee

Conference_Titel

Industrial Engineering and Engineering Management, 2009. IE&EM '09. 16th International Conference on

Conference_Location

Beijing

Print_ISBN

978-1-4244-3671-2

Electronic_ISBN

978-1-4244-3672-9

Type

conf

DOI

10.1109/ICIEEM.2009.5344482

Filename

5344482