Fault detection and identification scheme using neural network

This dissertation presents a Fault Detection and Identification Scheme of an aircraft control system based on a feedforward neural network. The training scheme for the neural network uses the standard backpropagation algorithm. The aircraft model used is that of a high performance fighter aircraft a...

Full description

Saved in:
Bibliographic Details
Main Author: Than Soe.
Other Authors: Sundararajan, Narasimhan
Format: Theses and Dissertations
Published: 2008
Subjects:
Online Access:http://hdl.handle.net/10356/3570
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Description
Summary:This dissertation presents a Fault Detection and Identification Scheme of an aircraft control system based on a feedforward neural network. The training scheme for the neural network uses the standard backpropagation algorithm. The aircraft model used is that of a high performance fighter aircraft and only the longitudinal linear model is considered in this study.