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 |
| الصفحات | 1171-1177 |
الملفات في هذه التسجيلة
| الملفات | الحجم | الصيغة | العرض |
|---|---|---|---|
|
لا توجد ملفات لها صلة بهذه التسجيلة. |
|||
هذه التسجيلة تظهر في المجموعات التالية
-
الهندسة الكهربائية [2685 items ]
وثائق ذات صلة
عرض الوثائق المتصلة بواسطة: العنوان، المؤلف، المنشئ والموضوع.
-
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Preventive maintenance of modern electric rotating machinery (RM) is critical for ensuring reliable operation, preventing unpredicted breakdowns and avoiding costly repairs. Recently many studies investigated machine ... -
Fault-Tolerant Control of One-Sided Lipschitz Nonlinear Systems
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)In this short paper, development of an adaptive fault tolerant control (FTC) using a virtual actuator framework is presented for one-sided Lipschitz nonlinear systems subjected to time-varying loss of effectiveness and ... -
Nonlinear fault diagnosis of jet engines by using a multiple model-based approach
( ASME , 2012 , Article)In this paper, a nonlinear fault detection and isolation (FDI) scheme that is based on the concept of multiple model approach is proposed for jet engines. A modular and a hierarchical architecture is proposed which enables ...