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การวิเคราะห์แผนภูมิต้นเหตุแห่งความเสียหาย (Fault Tree Analysis - FTA)×เครือข่ายเบย์ (Bayesian Network)×การวิเคราะห์แผนภูมิต้นไม้เหตุการณ์ (Event Tree Analysis - ETA)×
สาขาวิชาความเชื่อถือได้เบย์ความเชื่อถือได้
ตระกูลProcess / pipelineBayesian methodsProcess / pipeline
ปีกำเนิด198119882002
ผู้ริเริ่มVesely et al. (US NRC Fault Tree Handbook)Judea PearlAndrews & Moss
ประเภทDeductive top-down failure analysisProbabilistic graphical modelForward inductive logic tree
แหล่งต้นตำรับVesely, W. E., Goldberg, F. F., Roberts, N. H., & Haasl, D. F. (1981). Fault Tree Handbook (NUREG-0492). U.S. Nuclear Regulatory Commission. link ↗Pearl, J. (1988). Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann. ISBN: 978-1558604797Andrews, J. D., & Moss, T. R. (2002). Reliability and Risk Assessment (2nd ed.). Professional Engineering Publishing. ISBN: 978-1-86058-290-5
ชื่อเรียกอื่นFTA, Fault Tree Method, Top-Down Reliability Analysis, Hata Ağacı AnaliziBayes network, belief network, probabilistic graphical model, directed graphical modelETA, Event Sequence Diagram Analysis, Initiating Event Analysis, Olay Ağacı Analizi
ที่เกี่ยวข้อง342
สรุปFault Tree Analysis (FTA) is a top-down, deductive reliability method that begins with an undesired top-level failure event and systematically traces backward through chains of contributing causes using Boolean logic gates (AND, OR). First formalized by Watson at Bell Telephone Laboratories in 1961 and later standardized by Vesely, Goldberg, Roberts, and Haasl in the landmark 1981 NRC Fault Tree Handbook, FTA has become a cornerstone of quantitative risk assessment in nuclear, aerospace, and industrial safety engineering.A Bayesian network is a probabilistic graphical model, introduced by Judea Pearl in 1988, that encodes a set of variables and their conditional dependencies as a directed acyclic graph (DAG). Each node represents a variable; each directed edge encodes a direct probabilistic influence. By combining Bayes' rule with the graph's conditional independence structure, the model supports reasoning under uncertainty — computing the probability of any variable given observed evidence about others.Event Tree Analysis (ETA) is a forward inductive technique used in reliability and risk engineering to model the possible outcomes that follow an initiating event. Starting from a single undesired event, ETA traces all subsequent event sequences through a binary branching tree representing the success or failure of safety barriers and protective systems. Introduced formally in reliability and risk literature by Andrews and Moss (2002), it is widely applied in nuclear, chemical, and aerospace industries to quantify accident sequence probabilities and guide safety decision-making.
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ScholarGateเปรียบเทียบวิธี: Fault Tree Analysis · Bayesian Network · Event Tree Analysis. สืบค้นเมื่อ 2026-06-17 จาก https://scholargate.app/th/compare