Analysis of event trees with dependent branches using bayesian networks

Seyed Mohammad Hadi Hosseini; Makoto Takahashi

Analysis of event trees with dependent branches using bayesian networks

Seyed Mohammad Hadi Hosseini, Makoto Takahashi

ENG - Management Science and Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This paper presents a new approach for assessment of event trees with dependent branches using capabilities of Bayesian networks (BN) for dependability analysis. The problem is discussed for combining static and dynamic fault trees with event tree separately. After describing the procedure and generally comparing it with present methods, an application example is presented and capabilities of the new approach along with further required considerations are discussed.

Original language	English
Title of host publication	Proceedings of the 8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006
Publication status	Published - 2006
Event	8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006 - New Orleans, LA, United States Duration: 2006 May 14 → 2006 May 18

Publication series

Name	Proceedings of the 8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006

Other

Other	8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006
Country/Territory	United States
City	New Orleans, LA
Period	06/5/14 → 06/5/18

ASJC Scopus subject areas

Statistics and Probability

Cite this

Analysis of event trees with dependent branches using bayesian networks. / Hosseini, Seyed Mohammad Hadi; Takahashi, Makoto.

Proceedings of the 8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006. 2006. (Proceedings of the 8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Hosseini, SMH & Takahashi, M 2006, Analysis of event trees with dependent branches using bayesian networks. in Proceedings of the 8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006. Proceedings of the 8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006, 8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006, New Orleans, LA, United States, 06/5/14.

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title = "Analysis of event trees with dependent branches using bayesian networks",

abstract = "This paper presents a new approach for assessment of event trees with dependent branches using capabilities of Bayesian networks (BN) for dependability analysis. The problem is discussed for combining static and dynamic fault trees with event tree separately. After describing the procedure and generally comparing it with present methods, an application example is presented and capabilities of the new approach along with further required considerations are discussed.",

author = "Hosseini, {Seyed Mohammad Hadi} and Makoto Takahashi",

year = "2006",

language = "English",

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note = "8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006 ; Conference date: 14-05-2006 Through 18-05-2006",

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AB - This paper presents a new approach for assessment of event trees with dependent branches using capabilities of Bayesian networks (BN) for dependability analysis. The problem is discussed for combining static and dynamic fault trees with event tree separately. After describing the procedure and generally comparing it with present methods, an application example is presented and capabilities of the new approach along with further required considerations are discussed.

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M3 - Conference contribution

AN - SCOPUS:84892667567

SN - 0791802442

SN - 9780791802441

T3 - Proceedings of the 8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006

BT - Proceedings of the 8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006

T2 - 8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006

Y2 - 14 May 2006 through 18 May 2006

ER -

Analysis of event trees with dependent branches using bayesian networks

Abstract

Publication series

Other

ASJC Scopus subject areas

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