DBN theory in constructing multi-sensor FDIR model

DOI

10.2991/iccita-16.2016.24How to use a DOI?

Keywords

Multi-Sensor, DBN, FDIR, Global Optimization.

Abstract

In this paper, the DBN probabilistic network model is used to realize the fusion of multi sensor uncertainty information, and using the Active DBN detection method to research the global FDIR implementation strategy and optimization methods of fusion order and partial fusion. An improved hierarchical multi-level FDIR fusion model and algorithm is proposed, and the fault-tolerant principle and performance of the FDIR mode are analyzed. The result of simulation shows that the new optimizing method has high accuracy, reliability and fault tolerance.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Youcai Wang
AU  - Shuxiang Gao
PY  - 2016/05
DA  - 2016/05
TI  - DBN theory in constructing multi-sensor FDIR model
BT  - Proceedings of the 2016 International Conference on Computer and Information Technology Applications
PB  - Atlantis Press
SP  - 133
EP  - 138
SN  - 2352-538X
UR  - https://doi.org/10.2991/iccita-16.2016.24
DO  - 10.2991/iccita-16.2016.24
ID  - Wang2016/05
ER  -