A POMDP-Based Optimization Method for Sequential Diagnostic Strategy With Unreliable Tests

A POMDP-Based Optimization Method for Sequential Diagnostic Strategy With Unreliable Tests

This paper considers the sequential fault diagnosis problem with unreliable tests which exist widely in practice. This problem involves real-time inference of the most likely set of failure sources, i.e., fault state, based on unreliable test outcomes. The purpose of this paper is to optimize test s...

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Bibliographic Details
Main Authors: Yajun Liang, Mingqing Xiao, Xiaofei Wang, Xilang Tang, Haizhen Zhu, Jianfeng Li
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Sequential fault diagnosis
optimal diagnostic strategy
unreliable tests
POMDP
Online Access:https://ieeexplore.ieee.org/document/8721636/

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