A sensor fault detection and isolation strategy by using a Dendritic Cell Algorithm
| المؤلف | Alizadeh, E. |
| المؤلف | Meskin, Nader |
| المؤلف | Khorasani, K. |
| تاريخ الإتاحة | 2022-04-14T08:45:41Z |
| تاريخ النشر | 2017 |
| اسم المنشور | 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings |
| المصدر | Scopus |
| المعرّف | http://dx.doi.org/10.1109/SMC.2016.7844400 |
| الملخص | 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. |
| راعي المشروع | Qatar Foundation; Qatar National Research Fund |
| اللغة | en |
| الناشر | Institute of Electrical and Electronics Engineers Inc. |
| الموضوع | 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 |
| النوع | Conference Paper |
| الصفحات | 1171-1177 |
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