Title :
Application of Data Mining in Manufacturing Quality Data
Author :
Wang, Keqin ; Tong, Shurong ; Eynard, Benoiît ; Roucoules, Lionel ; Matta, Nada
Author_Institution :
Sch. of Manage., Northwestern Polytech. Univ., Xi´´an
Abstract :
Knowledge on product quality is one of the most important knowledge sources throughout the product lifecycle for the efficiency and effectiveness of product design decisions. To provide quality related knowledge, this paper proposed one data mining based knowledge discovery approach. This approach can extract knowledge on product quality from large volume of quality related manufacturing data. The effectiveness of this approach is illustrated and validated by an example adapted from literature. Finally, some conclusions and future works are discussed.
Keywords :
data mining; manufacturing data processing; product life cycle management; quality management; data mining; knowledge discovery; knowledge extraction; manufacturing quality data; product design decision; product lifecycle; product quality; Data engineering; Data mining; Delta modulation; Knowledge management; Manufacturing processes; Mechanical systems; Product design; Quality management; Systems engineering and theory; Uncertainty;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1311-9
DOI :
10.1109/WICOM.2007.1318
