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

Chen-Fu Chien; Chih-Wei Hsiao; Cheng Meng; Kuo-Tong Hong; Szu-Tsung Wang

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Conference paper

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

Chen-Fu Chien, Chih-Wei Hsiao, Cheng Meng, Kuo-Tong Hong and Szu-Tsung Wang

IEEE International Symposium on Semiconductor Manufacturing Conference Proceedings, pp.327-330

2005

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. © 2005 IEEE.

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Title: Cycle time prediction and control based on production line status and manufacturing data mining
Creators - without role: Chen-Fu Chien - National Tsing Hua University
Chih-Wei Hsiao - National Tsing Hua University
Cheng Meng - Taiwan Semiconductor Manufacturing Company (China)
Kuo-Tong Hong - Taiwan Semiconductor Manufacturing Company
Szu-Tsung Wang - Taiwan Semiconductor Manufacturing Company
Publication Details: IEEE International Symposium on Semiconductor Manufacturing Conference Proceedings, pp.327-330
Identifiers: 9957776303506774
Academic Unit: Department of Industrial Engineering and Engineering Management, College of Engineering, National Tsing Hua University
Language: English
Resource Type: Conference paper

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

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