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|Title:||Application of Generalized Linear Model for Time-Dependent Trend Assessment - A Case Study for the Ageing PSA Network|
|Authors:||ANTONOV Alexander; CHEPURKO Valeriy; POLYAKOV Alexander; RODIONOV ANDRIY|
|Citation:||RELIABILITY ENGINEERING & SYSTEM SAFETY vol. 94 no. 6 p. 1021-1029|
|Publisher:||ELSEVIER SCI LTD|
|JRC Publication N°:||JRC42599|
|Type:||Articles in Journals|
|Abstract:||The paper presents the results of a case study on "Investigation of component age dependent reliability models" implemented in the frame of EC JRC Ageing PSA Network Task 4 activities. Several cases of Generalized Linear Model were applied and investigated for the cases of continues and discrete data. The Fisher Chi-2 minimization approach was used for goodness of fit test and parameters elaboration. Finally, uncertainty analysis was done for parameters estimation and model extrapolations. The results were analyzed and compared with other approaches. Engineering considerations are out of the scope of the present study.|
|JRC Institute:||Institute for Energy and Transport|
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