@inproceedings{b8637a25449546efb04d7dd11a778766,
title = "Modelling of failure prediction Bayesian network based on fault tree analysis",
abstract = "Based on the useful failure relationships embedded in the fault tree analysis (FTA), the paper proposes a failure prediction Bayesian Network (FPBN) modelling method to establish the practical model and facilitate its applications. In the modelling method, the transformation of events and logic relationships in FTA to variables, edges and conditional probability distributions (CPD) in FPBN are illustrated. Moreover, considering the developments of advanced detection devices, the detection information is also introduced in the FPBN model. At last, the case study of a tank clutch pedal (TCP) is carried out by transforming its FTA to a corresponding FPBN. The results show that, the proposed method can perform effectively in modelling FPBN based on FTA.",
keywords = "Bayesian network, Failure prediction, Fault tree analysis, Modelling, Tank clutch pedal",
author = "Cai, {Zhi Qiang} and Sun, {Shu Dong} and Si, {Shu Bin} and Ning Wang",
year = "2010",
doi = "10.1109/ICIEEM.2010.5646472",
language = "英语",
isbn = "9781424464814",
series = "Proceedings - 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management, IE and EM2010",
pages = "937--941",
booktitle = "Proceedings - 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management, IE and EM2010",
note = "17th International Conference on Industrial Engineering and Engineering Management, IE and EM2010 ; Conference date: 29-10-2010 Through 31-10-2010",
}