Title :
Modeling Expert Judgment for Reliability Prediction - Comparison of Methods
Author :
Mannhart, Alexandra ; Bilgic, Ali ; Bertsche, Bernd
Author_Institution :
Daimler Chrysler AG
Abstract :
This paper presents an introduction into methods for representing and modeling expert judgment for reliability prediction in early stages of product development process. It provides a survey of required inputs and resulting outputs of the single approaches. The problem of handling uncertainties in early design stages will be exemplified by means of the evaluation of reliability for the software portion in mechatronic systems. In this context we show the influence of uncertainty and present an approach which enables the comparison of several concepts in early development stages based on expert judgment.
Keywords :
expert systems; mechatronics; product development; production engineering computing; reliability; uncertainty handling; expert judgment; mechatronic systems; product development process; reliability prediction; uncertainty handling; Automotive engineering; Electronic equipment testing; Mechatronics; Prediction methods; Predictive models; Product development; System testing; Time series analysis; Uncertainty; Vehicles;
Conference_Titel :
Reliability and Maintainability Symposium, 2007. RAMS '07. Annual
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-9766-5
Electronic_ISBN :
0149-144X
DOI :
10.1109/RAMS.2007.328099