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A new fault diagnosis model for complex systems based on interpretable belief rule base with fault tree analysis

Abstract Fault diagnosis is crucial for complex system health management. The intelligent fault diagnosis model based on belief rule bases (BRB) effectively handles small sample data and uncertain information. However, due to the limitations of expert knowledge, simply utilizing this knowledge to co...

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Bibliographic Details
Main Authors: Bingxin Liu, Xiaoyu Cheng, Wei He, Guohui Zhou
Format: Artigo
Language:Inglês
Published: Springer 2026-01-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-025-02213-z
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