Title :
Study on the key quality parameter decision for multi-process by CART method
Author :
Jian, Zhou ; Zhaowei, Wang ; Changsong, Qi
Author_Institution :
Tongji Univ., Shanghai, China
Abstract :
It has the features of data missing and nonlinear in multi-process manufacturing the quality data, the quality knowledge mining and key parameter decision-making based on CART method is carried out. Then the object data model, implementation method is discussed. At last, an application case in Alumina Ceramic Tube production is given which shows the CART method has strong applicability in multi-process manufacturing.
Keywords :
alumina; ceramic products; data mining; decision making; multiprocessing systems; pattern classification; pipes; production engineering computing; quality control; regression analysis; trees (mathematics); CART method; alumina ceramic tube production; classification method; data missing; implementation method; key parameter decision making; multiprocess manufacturing; object data model; quality knowledge mining; regression tree; Manufacturing; Materials; key parameters decision; knowledge mining; quality control;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5622480
