A sensor fault detection and isolation strategy by using a Dendritic Cell Algorithm
| Author | Alizadeh, E. |
| Author | Meskin, Nader |
| Author | Khorasani, K. |
| Available date | 2022-04-14T08:45:41Z |
| Publication Date | 2017 |
| Publication Name | 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings |
| Resource | Scopus |
| Identifier | http://dx.doi.org/10.1109/SMC.2016.7844400 |
| Abstract | In this paper, an online sensor fault detection and isolation (FDI) scheme is proposed based on an emerging Artificial Immune System (AIS) algorithm, namely Dendritic Cell Algorithm (DCA). Our proposed methodology is utilized in a distributed manner in order to perform sensor FDI in complex systems. The proposed methodology is then applied to a wind turbine benchmark model in order to demonstrate its capabilities. 2016 IEEE. |
| Sponsor | Qatar Foundation; Qatar National Research Fund |
| Language | en |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Subject | Cells Cybernetics Immune system Wind turbines Artificial Immune System Artificial immune system algorithms Benchmark models Dendritic cell algorithms Dendritic cell algorithms (DCA) Fault detection and isolation Sensor fault Sensor fault detection Fault detection |
| Type | Conference Paper |
| Pagination | 1171-1177 |
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