A data mining approach for analyzing semiconductor MES and FDC data to enhance overall usage effectiveness (OUE)
Wafer fabrication is a complex and lengthy process that involves hundreds of process steps with monitoring numerous process parameters at the same time for yield enhancement. Big data is automatically collected during manufacturing processes in modern wafer fabrication facility. Thus, potential usef...
Main Authors: | Chen-Fu Chien, Alejandra Campero Diaz, Yu-Bin Lan |
---|---|
Format: | Article |
Language: | English |
Published: |
Atlantis Press
2014-07-01
|
Series: | International Journal of Computational Intelligence Systems |
Subjects: | |
Online Access: | https://www.atlantis-press.com/article/25868570.pdf |
Similar Items
-
Semiconductor manufacturing dashboard
by: Collier, Scott Allen
Published: (2013) -
Planning and scheduling in semiconductor manufacturing
by: Zarifoglu, Emrah
Published: (2010) -
Overall Environmental Equipment Effectiveness as a Metric of a Lean and Green Manufacturing System
by: Rosario Domingo, et al.
Published: (2015-07-01) -
Semiconductor Logic Technology Innovation to Achieve Sub-10 nm Manufacturing
by: Klaus Schuegraf, et al.
Published: (2013-01-01) -
Big Data Analytics for Smart Manufacturing: Case Studies in Semiconductor Manufacturing
by: James Moyne, et al.
Published: (2017-07-01)