Title :
Bayesian theory based identification of relationship between product reliability and quality characteristics using expert´s experience
Author :
Jiang, Ping ; Guo, Bo ; Lim, Jae-Hak ; Zuo, Ming J.
Author_Institution :
Sch. of Inf. Syst. & Manage., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Reliability is achieved throughout product development process including development and manufacturing stages. Little progress has been made in the identification of the relationship between product reliability indices and its quality characteristics, which is essential for the control of the product reliability in manufacturing stage. In this paper, we propose a method of identifying the relationship by introducing group judgment determination process in which individual judgments of experts with different weights are integrated to make final group judgment. The proposed method can be applied in various areas of manufacturing.
Keywords :
Bayes methods; identification; manufactured products; product development; reliability; Bayesian theory; group judgment determination process; manufacturing products; product development process; product reliability; quality characteristics; relationship identification; Bayesian methods; Information management; Management information systems; Manufacturing processes; Process design; Product design; Product development; Quality management; Reliability theory; Voting; Bayesian method; identification; judgment; reliability;
Conference_Titel :
Reliability, Maintainability and Safety, 2009. ICRMS 2009. 8th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4903-3
Electronic_ISBN :
978-1-4244-4905-7
DOI :
10.1109/ICRMS.2009.5270202