DocumentCode
3513435
Title
Parametric sensitivity analysis of maintainability design
Author
Yang, Jianjun ; Xia, Zhenyu ; Yang, Bo
Author_Institution
Dept. of Manage. Eng., Naval Univ. of Eng. Wuhan, Wuhan, China
fYear
2009
fDate
20-24 July 2009
Firstpage
525
Lastpage
555
Abstract
Because of fuzzy and correlative parameters of maintainability design, which are the factors to influent the maintainability design, traditional evaluating methods of maintainability design fail to distinctly express the influence of design factors on maintainability. This paper applies a method linking fuzzy mathematic theory and neural network to establish a network for analyzing the parametric sensitivity of maintainability design. By this network, parameters of maintainability design are regarded as the input of the network and the result of maintainability design is referred to the output of the network. Obviously, when the parameters are changed partially, the input of the network is different. As a result, the output of the network is changed too. Therefore, with fluctuant parameters of maintainability design, we can analyze the sensitive degree of maintainability on equipment by the different outputs.
Keywords
fuzzy set theory; maintenance engineering; neural nets; reliability theory; fuzzy mathematic theory; maintainability design factor; neural network; parametric sensitivity analysis; Design engineering; Design methodology; Engineering management; Fuzzy neural networks; Joining processes; Maintenance engineering; Mathematics; Neural networks; Production; Sensitivity analysis; fuzzy judgment; neural network; parameter of maintainability design; sensitivity;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICRMS.2009.5270131
Filename
5270131
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