A memetic PSO based KNN regression method for cycle time prediction in a wafer fab

Proceedings of the 10th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2012.6357922 ◽

2012 ◽

Author(s):

JiaCheng Ni ◽

Fei Qiao ◽

Li Li ◽

Qi Di Wu

Keyword(s):

Regression Method ◽

Time Prediction ◽

Download Full-text

A Hybrid SOM-BPN Approach to Lot Output Time Prediction in a Wafer Fab

Neural Processing Letters ◽

10.1007/s11063-006-9027-4 ◽

2006 ◽

Vol 24 (3) ◽

pp. 271-288 ◽

Author(s):

Toly Chen

Keyword(s):

Time Prediction ◽

Wafer Fab ◽

Output Time ◽

Output Time Prediction

Download Full-text

Cycle time prediction in wafer fabrication line by applying data mining methods

2011 IEEE/SEMI Advanced Semiconductor Manufacturing Conference ◽

10.1109/asmc.2011.5898218 ◽

2011 ◽

Author(s):

Israel Tirkel

Keyword(s):

Data Mining ◽

Wafer Fabrication ◽

Time Prediction ◽

Download Full-text

A bi-criteria nonlinear fluctuation smoothing rule incorporating the SOM–FBPN remaining cycle time estimator for scheduling a wafer fab—a simulation study

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-009-2424-x ◽

2009 ◽

Vol 49 (5-8) ◽

pp. 709-721 ◽

Author(s):

Toly Chen ◽

Yi-Chi Wang

Keyword(s):

Simulation Study ◽

Wafer Fab ◽

Fluctuation Smoothing ◽

Nonlinear Fluctuation

Download Full-text

Lot cycle time prediction in a ramping-up semiconductor manufacturing factory with a SOM–FBPN-ensemble approach with multiple buckets and partial normalization

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-008-1665-4 ◽

2008 ◽

Vol 42 (11-12) ◽

pp. 1206-1216 ◽

Author(s):

Toly Chen ◽

Yi-Chi Wang ◽

Horng-Ren Tsai

Keyword(s):

Semiconductor Manufacturing ◽

Time Prediction ◽

Ensemble Approach

Download Full-text

Dispatching Rules with Cycle Time Prediction for Semiconductor Manufactury

Proceedings of the 2016 International Conference on Computer Engineering and Information Systems ◽

10.2991/ceis-16.2016.2 ◽

2016 ◽

Author(s):

Yin-Dong Wei ◽

Qi-Di Wu ◽

Li Li

Keyword(s):

Dispatching Rules ◽

Time Prediction

Download Full-text

A demonstration of machine learning for explicit functions for cycle time prediction using MES data

2016 Winter Simulation Conference (WSC) ◽

10.1109/wsc.2016.7822289 ◽

2016 ◽

Author(s):

Birkan Can ◽

Cathal Heavey

Keyword(s):

Machine Learning ◽

Time Prediction

Download Full-text

A Hybrid ANN-FIR System for Lot Output Time Prediction and Achievability Evaluation in a Wafer Fab

Analysis and Design of Intelligent Systems using Soft Computing Techniques - Advances in Soft Computing ◽

10.1007/978-3-540-72432-2_24 ◽

2007 ◽

pp. 236-245

Author(s):

Toly Chen

Keyword(s):

Time Prediction ◽

Wafer Fab ◽

Output Time ◽

Output Time Prediction ◽

Download Full-text

Cycle time prediction and control based on production line status and manufacturing data mining

ISSM 2005, IEEE International Symposium on Semiconductor Manufacturing, 2005. ◽

10.1109/issm.2005.1513369 ◽

2005 ◽

Author(s):

Chen-Fu Chien ◽

Chih-Wei Hsiao ◽

Cheng Meng ◽

Kuo-Tong Hong ◽

Szu-Tsung Wang

Keyword(s):

Data Mining ◽

Production Line ◽

Time Prediction ◽

Prediction And Control ◽

And Control ◽

Manufacturing Data

Download Full-text

An Imperialist Competitive Algorithm Incorporating Remaining Cycle Time Prediction for Photolithography Machines Scheduling

IEEE Access ◽

10.1109/access.2018.2878414 ◽

2018 ◽

Vol 6 ◽

pp. 66787-66797 ◽

Author(s):

Peng Zhang ◽

Xinming Zhao ◽

Xia Sheng ◽

Jie Zhang

Keyword(s):

Imperialist Competitive Algorithm ◽

Time Prediction ◽

Competitive Algorithm

Download Full-text

Cycle time prediction in high-speed milling operations for sculptured surface finishing

Journal of Materials Processing Technology ◽

10.1016/j.jmatprotec.2006.02.008 ◽

2006 ◽

Vol 174 (1-3) ◽

pp. 355-362 ◽

Author(s):

Hector Siller ◽

Ciro A. Rodriguez ◽

Horacio Ahuett

Keyword(s):

Surface Finishing ◽

Sculptured Surface ◽

High Speed Milling ◽

Time Prediction ◽

Milling Operations

Download Full-text