A Self-Reconstructing Algorithm for Single and Multiple-Sensor Fault Isolation Based on Auto-Associative Neural Networks

A Self-Reconstructing Algorithm for Single and Multiple-Sensor Fault Isolation Based on Auto-Associative Neural Networks

Recently different approaches have been developed in the field of sensor fault diagnostics based on Auto-Associative Neural Network (AANN). In this paper we present a novel algorithm called Self reconstructing Auto-Associative Neural Network (S-AANN) which is able to detect and isolate single faulty...

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Bibliographic Details
Main Authors: Hamidreza Mousavi, Mehdi Shahbazian, Nosrat Moradi
Format: Article
Language:English
Published: Petroleum University of Technology 2017-01-01
Series:Iranian Journal of Oil & Gas Science and Technology
Subjects:
sensor fault
fault isolation
reconstruction algorithm
auto-associative neural networks
multiple faults
Online Access:http://ijogst.put.ac.ir/article_44384_1ce8d36de47de45f6ebd2dbe071373af.pdf

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