Instrumentation & Automation in Oil Industries
Sensor Fault Diagnosis Using an Algorithm Based on Auto-Associative Neural Networks

Hamidreza Mousavi; Mehdi Shahbazian

Volume 10, Issue 4 , October 2021, , Pages 14-30

http://dx.doi.org/10.22050/ijogst.2021.293463.1606

Abstract
  Auto-associative neural network (AANN) has been recently used in sensor fault diagnosis. This paper introduces a new AANN based algorithm named improved AANN (I-AANN) for sensor single-fault diagnosis. An algorithm is a two-aimed approach that estimates the correct value of the faulty sensor by isolating ...  Read More