DocumentCode
2091057
Title
Cycle time prediction and control based on production line status and manufacturing data mining
Author
Chien, Chen-Fu ; Hsiao, Chih-Wei ; Meng, Cheng ; Hong, Kuo-Tong ; Wang, Szu-Tsung
Author_Institution
Nat. Tsing Hua Univ., Hsinchu
fYear
2005
fDate
13-15 Sept. 2005
Firstpage
327
Lastpage
330
Abstract
This study aims to develop a methodology for predicting cycle time based on domain knowledge and data mining algorithms given production status including WIP, throughput. The proposed model and derived rules were validated with real data and demonstrated its practical viability for supporting production planning decisions
Keywords
data mining; decision making; integrated circuit manufacture; production engineering computing; production planning; work in progress; cycle time control; cycle time prediction; domain knowledge; manufacturing data mining; production line status; production planning decisions; work-in-process; Data mining; Decision trees; Foundries; Manufacturing; Neural networks; Parallel machines; Production planning; Production systems; Semiconductor device manufacture; Throughput;
fLanguage
English
Publisher
ieee
Conference_Titel
Semiconductor Manufacturing, 2005. ISSM 2005, IEEE International Symposium on
Conference_Location
San Jose, CA
Print_ISBN
0-7803-9143-8
Type
conf
DOI
10.1109/ISSM.2005.1513369
Filename
1513369
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