Title :
A data pre-processing method for testability modeling based on first-order dependency integrated model
Author :
Shi, Junyou ; Zhang, Tong ; Wang, Fengwu
Author_Institution :
Sch. of Reliability & Syst. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Abstract :
To improve the operability of testability modeling, a first-order dependency integrated model is proposed. The principle of first-order dependency integrated model is introduced. On the basis of definitions of input port, output port, failure mode and test, definitions of the first-order extended transitive relation of ports, the first-order internal transitive relation of ports, the first-order transitive relation of failure modes and the first-order monitoring relation of tests are proposed. The flow of establishment for first-order dependency integrated model is described in detail. A processor system is taken as an example for application, which shows that this method is feasible and effective.
Keywords :
electronic data interchange; program testing; data exchange format; data preprocessing method; failure mode; failure test; first-order dependency integrated model; first-order extended transitive relation; first-order internal transitive relation; first-order monitoring relation; first-order transitive relation; input port; modeling software; output port; processor system; testability modeling; Data models; Monitoring; Predictive models; Software; Software reliability; data pre-processing; firstorder dependency integrated model; testability; testability modeling;
Conference_Titel :
Prognostics and System Health Management (PHM), 2012 IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-1909-7
Electronic_ISBN :
2166-563X
DOI :
10.1109/PHM.2012.6228920