Toufik TOUIL and Abdelaziz LAKEHAL (2023) Analysis and Diagnosis of Control and Protection System of Gas Turbine Using the Fault Tree and Bayesian Network. Fourth International Conference on Technological Advances in Electrical Engineering (ICTAEE’23.) , Skikda University
Scientific Publications
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Abstract
This paper presents a model for predicting the risk of failure of gas turbine control and
protection system. Using a traditional analysis method and an artificial intelligence method, we
combined Fault Tree Analysis (FTA) with a Bayesian Network (BN) to obtain accurate results for
system failures. While the Fault Tree Analysis allows us to know the causes that lead to the system
failure, by listing the information available in the fault tree in addition to the data previously stored by the experts, the Bayesian Network method allows us to quantify the impact of each cause on the gas turbine control and protection system, to take corrective actions to prevent them from happening in the future.
protection system. Using a traditional analysis method and an artificial intelligence method, we
combined Fault Tree Analysis (FTA) with a Bayesian Network (BN) to obtain accurate results for
system failures. While the Fault Tree Analysis allows us to know the causes that lead to the system
failure, by listing the information available in the fault tree in addition to the data previously stored by the experts, the Bayesian Network method allows us to quantify the impact of each cause on the gas turbine control and protection system, to take corrective actions to prevent them from happening in the future.
Information
| Item Type | Conference |
|---|---|
| Divisions |
» Laboratory of Research on Electromechanical and Dependability » Faculty of Science and Technology |
| ePrint ID | 4057 |
| Date Deposited | 2023-05-26 |
| Further Information | Google Scholar |
| URI | https://univ-soukahras.dz/en/publication/article/4057 |
BibTex
@inproceedings{uniusa4057,
title={Analysis and Diagnosis of Control and Protection System of Gas Turbine Using the Fault Tree and Bayesian Network},
author={Toufik TOUIL and Abdelaziz LAKEHAL},
year={2023},
booktitle={Fourth International Conference on Technological Advances in Electrical Engineering (ICTAEE’23.)}
}
title={Analysis and Diagnosis of Control and Protection System of Gas Turbine Using the Fault Tree and Bayesian Network},
author={Toufik TOUIL and Abdelaziz LAKEHAL},
year={2023},
booktitle={Fourth International Conference on Technological Advances in Electrical Engineering (ICTAEE’23.)}
}