Title :
Reliability design based on dynamic factorial experimental model
Author :
Yang, Kai ; Xue, Jianan
Author_Institution :
Wayne State Univ., Detroit, MI, USA
Abstract :
This paper discusses how to apply the fractional factorial experiment method to degradation testing and reliability design. The static fractional factorial experimental model is extended to the dynamic fractional factorial experimental model. In data analysis, we suggest using degradation measure and safety margin function Z(t) as the response variable. Z(t) is similar to the signal-noise-ratio defined by Taguchi but has a clear relationship with reliability measure. Using the fractional factorial experimental models, we give a method for factorial parameter tolerance design from a product reliability requirement. An application example is given
Keywords :
product development; reliability theory; safety; testing; data analysis; degradation testing; dynamic factorial experimental model; factorial parameter tolerance design; product reliability requirement; reliability design; response variable; safety margin function; signal-noise-ratio; static fractional factorial experimental model; Consumer products; Degradation; Design methodology; Failure analysis; Gaussian distribution; Manufacturing; Product design; Random processes; Safety; Vectors;
Conference_Titel :
Reliability and Maintainability Symposium. 1997 Proceedings, Annual
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-3783-2
DOI :
10.1109/RAMS.1997.571727