Sensor Fault Classification Based on Support Vector Machine and Statistical Time-Domain Features

This paper deals with the problem of fault detection and diagnosis in sensors considering erratic, drift, hard-over, spike, and stuck faults. The data set containing samples of the above mentioned fault signals was acquired as follows: normal data signals were obtained from a temperature-to-voltage...

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Bibliographic Details
Main Authors: Sana Ullah Jan, Young-Doo Lee, Jungpil Shin, Insoo Koo
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/7932066/