scholarly journals Reliability Analysis for Degradation of Locomotive Wheels using Parametric Bayesian Approach

2013 ◽  
Vol 30 (5) ◽  
pp. 657-667 ◽  
Author(s):  
Jing Lin ◽  
Matthias Asplund ◽  
Aditya Parida
Author(s):  
T. Aven ◽  
A. Hjorteland

In this paper we discuss how to implement a Bayesian thinking for multistate reliability analysis. The Bayesian paradigm comprises a unified and consistent framework for analysing and expressing reliability, but in our view the standard Bayesian procedures gives too much emphasis on probability models and inference on fictional parameters. We believe that there is a need for a rethinking on how to implement the Bayesian approach, and in this paper we present and discuss such a rethinking for multistate reliability analysis. The starting point of the analysis should be observable quantities, expressing states of the world, not fictional parameters.


Author(s):  
R. Amuthakkannan ◽  
S.M. Kannan ◽  
K. Vijayalakshmi ◽  
N. Ramaraj

2000 ◽  
Vol 122 (3) ◽  
pp. 181-187 ◽  
Author(s):  
Wenche K. Rettedal ◽  
Terje Aven ◽  
Ove T. Gudmestad

This paper concerns itself with the integration of QRA (quantitative risk analysis) and SRA (structural reliability analysis) methods. For simplicity, we will use the term SRA instead of SRA methods in the paper. The Bayesian (subjective) approach seems to be the most appropriate framework for such integrated analyses. It may, however, not be clear to all what the Bayesian approach really means. There exists alternative Bayesian approaches, and the integration of SRA and QRA is very much dependent on what the basis is. The purpose of this paper is to present two marine operation examples, implementing two different Bayesian approaches: the “classical Bayesian approach” and the “fully Bayesian approach.” Following the classical Bayesian approach, we estimate a true, objective risk, whereas in the fully Bayesian approach, risk is a way of expressing uncertainty about future observable quantities. In both examples, one initial accidental event is investigated by using a fault tree and by integrating SRA into this fault tree. We conclude that the most suitable framework for integrating SRA and QRA is to adopt the “fully Bayesian approach.” [S0892-7219(00)00703-2]


1999 ◽  
Vol 15 (3) ◽  
pp. 109-116
Author(s):  
Pei-Ling Liu ◽  
Yi-Song Chen

AbstractThis paper develops a method to re-evaluate the reliability of a structure after a period of service. System identification is performed on the structure to identify the current properties of the structure. The Bayesian approach is adopted to modify the prior distributions of the properties based on the identification results. Then, reliability analysis is performed on the structure using the updated distributions of the properties. Sensitivity analysis is also performed to attain the maintenance strategy.


2018 ◽  
Vol 32 (11) ◽  
pp. 5121-5126 ◽  
Author(s):  
Yuan-Jian Yang ◽  
Wenhe Wang ◽  
Xin-Yin Zhang ◽  
Ya-Lan Xiong ◽  
Gui-Hua Wang

Author(s):  
Abdelsalam Aarif Eajal ◽  
Ahmed El-Awady ◽  
Ehab Fahmy El-Saadany ◽  
Kumaraswamy Ponnambalam ◽  
Ahmed Al-Durra ◽  
...  

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