Two-Step Neural-Network-Based Fault Isolation for Stochastic Systems

Two-Step Neural-Network-Based Fault Isolation for Stochastic Systems

This paper studies a fault isolation method for an optical fiber vibration source detection and early warning system. We regard the vibration sources in the system as faults and then detect and isolate the faults of the system based on a two-step neural network. Firstly, the square root B-spline exp...

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Bibliographic Details
Main Authors: Liping Yin, Jianguo Liu, Hongquan Qu, Tao Li
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Mathematics
Subjects:
fault detection
fault isolation
B-spline
filter
probability density functions
Online Access:https://www.mdpi.com/2227-7390/10/22/4261

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