Proceedings of the 8th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2020)

Intelligent Data Processing and Analysis During the Engine Test

Authors
Guzel Saitova, Anastasia Elizarova
Corresponding Author
Guzel Saitova
Available Online 10 November 2020.
DOI
https://doi.org/10.2991/aisr.k.201029.032How to use a DOI?
Keywords
machine intelligence, principal component analysis, cluster analysis, electronic control system, turbojet engine, data analysis system
Abstract

Aircraft engines are equipped with a huge number of sensors that generate thousands of signals. One of the most important problems, especially during testing, is that the volume of this data is so large that experts are no longer able to process this data. Today, the direction related to the intellectualization of data processing and analysis methods is developing intensively. Intelligent data analysis systems are designed to minimize the effort of the decision maker in the process of data analysis, as well as in configuring analysis algorithms. Many intelligent data analysis systems allow not only to solve classical decision-making problems, but also to identify cause-and-effect relationships, hidden patterns in the system being analyzed. The article deals with the tasks of intellectual processing and analysis of data from the electronic control system (ECS) unit during engine testing. Using machine intelligence methods, the cause-and-effect relationships and regularities of the parameters of the turbojet engine were identified, and a large amount of data was analyzed. The results of data mining will be used for further informed decision-making and automation of the expert’s analytical activities.

Copyright
© 2020, 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/).

Download article (PDF)

Volume Title
Proceedings of the 8th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2020)
Series
Advances in Intelligent Systems Research
Publication Date
10 November 2020
ISBN
10.2991/aisr.k.201029.032
ISSN
1951-6851
DOI
https://doi.org/10.2991/aisr.k.201029.032How to use a DOI?
Copyright
© 2020, 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/).

Cite this article

TY  - CONF
AU  - Guzel Saitova
AU  - Anastasia Elizarova
PY  - 2020
DA  - 2020/11/10
TI  - Intelligent Data Processing and Analysis During the Engine Test
BT  - Proceedings of the 8th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2020)
PB  - Atlantis Press
SP  - 167
EP  - 171
SN  - 1951-6851
UR  - https://doi.org/10.2991/aisr.k.201029.032
DO  - https://doi.org/10.2991/aisr.k.201029.032
ID  - Saitova2020
ER  -